diff --git a/.github/actions/minikube-setup/action.yml b/.github/actions/minikube-setup/action.yml index 2b7ea1adcb8..5788a4f022a 100644 --- a/.github/actions/minikube-setup/action.yml +++ b/.github/actions/minikube-setup/action.yml @@ -7,16 +7,14 @@ runs: - name: Install kubectl uses: azure/setup-kubectl@v4.0.0 with: - version: 'v1.27.4' + version: 'v1.29.7' - name: Setup Minikube uses: medyagh/setup-minikube@latest with: - minikube-version: '1.32.0' - kubernetes-version: 'v1.27.4' + minikube-version: '1.33.1' + kubernetes-version: 'v1.29.7' driver: 'none' - network-plugin: 'cni' - cni: 'calico' wait: 'all' start-args: --wait-timeout=6m0s diff --git a/.github/labels.yaml b/.github/labels.yaml new file mode 100644 index 00000000000..26e66e3668f --- /dev/null +++ b/.github/labels.yaml @@ -0,0 +1,31 @@ +# Labels for labeling issues and pull requests using GitHub prow action. +kind: + - 'bug' + - 'discussion' + - 'feature' + - 'process' + - 'question' + +area: + - 'api' + - 'azure' + - 'docs' + - 'example' + - 'gcp' + - 'inference' + - 'infrastructure-feature' + - 'logging' + - 'operator' + - 'performance' + - 'testing' + - 'project-health' + - 'servingruntime' + - 'inferencegraph' + - 'storage' + - 'inferenceservice' + - 'control-plane' + +priority: + - 'p0' + - 'p1' + - 'p2' diff --git a/.github/workflows/automated-release.yml b/.github/workflows/automated-release.yml index ba2a2db0733..b5f76a9c617 100644 --- a/.github/workflows/automated-release.yml +++ b/.github/workflows/automated-release.yml @@ -16,7 +16,7 @@ jobs: - name: Setup Go uses: actions/setup-go@v5 with: - go-version: 1.21 + go-version: 1.22 - name: Checkout source code uses: actions/checkout@v4 diff --git a/.github/workflows/e2e-test.yml b/.github/workflows/e2e-test.yml index 506a6aac619..573b589dc47 100644 --- a/.github/workflows/e2e-test.yml +++ b/.github/workflows/e2e-test.yml @@ -23,6 +23,7 @@ env: BASE_ARTIFACT_PREFIX: "base" # Controller images CONTROLLER_IMG: "kserve-controller" + LOCALMODEL_CONTROLLER_IMG: "kserve-localmodel-controller" STORAGE_INIT_IMG: "storage-initializer" AGENT_IMG: "agent" ROUTER_IMG: "router" @@ -55,6 +56,9 @@ jobs: - name: Checkout source uses: actions/checkout@v4 + - name: Free-up disk space + uses: ./.github/actions/free-up-disk-space + - name: Setup Docker Buildx uses: docker/setup-buildx-action@v3 @@ -73,6 +77,14 @@ jobs: path: ${{ env.DOCKER_IMAGES_PATH }}/${{ env.CONTROLLER_IMG }}-${{ github.sha }} compression-level: 0 if-no-files-found: error + + - name: Upload localmodel controller image + uses: actions/upload-artifact@v4 + with: + name: ${{ env.BASE_ARTIFACT_PREFIX }}-${{ env.LOCALMODEL_CONTROLLER_IMG }}-${{ github.sha }} + path: ${{ env.DOCKER_IMAGES_PATH }}/${{ env.LOCALMODEL_CONTROLLER_IMG }}-${{ github.sha }} + compression-level: 0 + if-no-files-found: error - name: Upload agent image uses: actions/upload-artifact@v4 @@ -272,7 +284,7 @@ jobs: if-no-files-found: error test-predictor: - runs-on: ubuntu-latest + runs-on: ubuntu-22.04 needs: [ kserve-image-build, @@ -288,7 +300,7 @@ jobs: - name: Setup Go uses: actions/setup-go@v5 with: - go-version: "1.21" + go-version: "1.22" - name: Setup Python uses: actions/setup-python@v5 @@ -337,7 +349,7 @@ jobs: ./test/scripts/gh-actions/status-check.sh test-transformer-explainer-mms: - runs-on: ubuntu-latest + runs-on: ubuntu-22.04 needs: [kserve-image-build, predictor-runtime-build, explainer-runtime-build] steps: @@ -350,7 +362,8 @@ jobs: - name: Setup Go uses: actions/setup-go@v5 with: - go-version: "1.21" + go-version: "1.22" + - name: Setup Python uses: actions/setup-python@v5 with: @@ -416,7 +429,7 @@ jobs: ./test/scripts/gh-actions/status-check.sh test-graph: - runs-on: ubuntu-latest + runs-on: ubuntu-22.04 needs: [ kserve-image-build, @@ -430,7 +443,7 @@ jobs: - name: Setup Go uses: actions/setup-go@v5 with: - go-version: "1.21" + go-version: "1.22" - name: Setup Python uses: actions/setup-python@v5 @@ -495,7 +508,7 @@ jobs: test-path-based-routing: - runs-on: ubuntu-latest + runs-on: ubuntu-22.04 needs: [ kserve-image-build, @@ -508,7 +521,7 @@ jobs: - name: Setup Go uses: actions/setup-go@v5 with: - go-version: "1.21" + go-version: "1.22" - name: Setup Python uses: actions/setup-python@v5 @@ -551,6 +564,12 @@ jobs: name: ${{ env.TRANSFORMER_ARTIFACT_PREFIX }}-${{ env.IMAGE_TRANSFORMER_IMG }}-${{ github.sha }} path: ./tmp + - name: Download Art Explainer image + uses: actions/download-artifact@v4 + with: + name: ${{ env.EXPLAINER_ARTIFACT_PREFIX }}-${{ env.ART_IMG }}-${{ github.sha }} + path: ./tmp + - name: Load docker images uses: ./.github/actions/load-docker-images with: @@ -582,7 +601,7 @@ jobs: ./test/scripts/gh-actions/status-check.sh test-qpext: - runs-on: ubuntu-latest + runs-on: ubuntu-22.04 needs: [kserve-image-build, predictor-runtime-build] steps: - name: Checkout source @@ -594,7 +613,7 @@ jobs: - name: Setup Go uses: actions/setup-go@v5 with: - go-version: "1.21" + go-version: "1.22" - name: Setup Python uses: actions/setup-python@v5 with: @@ -647,22 +666,26 @@ jobs: ./test/scripts/gh-actions/status-check.sh test-with-helm: - runs-on: ubuntu-latest + runs-on: ubuntu-22.04 needs: [kserve-image-build] steps: - name: Checkout source uses: actions/checkout@v4 + - name: Setup Go uses: actions/setup-go@v5 with: - go-version: "1.21" + go-version: "1.22" + - name: Setup Python uses: actions/setup-python@v5 with: python-version: "3.9" - - uses: ./.github/actions/free-up-disk-space + - name: Free-up disk space + uses: ./.github/actions/free-up-disk-space + - name: Setup Minikube uses: ./.github/actions/minikube-setup @@ -694,7 +717,7 @@ jobs: ./test/scripts/gh-actions/status-check.sh test-raw: - runs-on: ubuntu-latest + runs-on: ubuntu-22.04 needs: [kserve-image-build, predictor-runtime-build] steps: @@ -707,7 +730,7 @@ jobs: - name: Setup Go uses: actions/setup-go@v5 with: - go-version: "1.21" + go-version: "1.22" - name: Setup Python uses: actions/setup-python@v5 with: @@ -774,7 +797,7 @@ jobs: ./test/scripts/gh-actions/status-check.sh test-kourier: - runs-on: ubuntu-latest + runs-on: ubuntu-22.04 needs: [kserve-image-build, predictor-runtime-build, graph-tests-images-build] steps: @@ -787,7 +810,8 @@ jobs: - name: Setup Go uses: actions/setup-go@v5 with: - go-version: "1.21" + go-version: "1.22" + - name: Setup Python uses: actions/setup-python@v5 with: @@ -858,7 +882,7 @@ jobs: ./test/scripts/gh-actions/status-check.sh "kourier" test-llm: - runs-on: ubuntu-latest + runs-on: ubuntu-22.04 needs: [ kserve-image-build, predictor-runtime-build] steps: @@ -871,7 +895,7 @@ jobs: - name: Setup Go uses: actions/setup-go@v5 with: - go-version: "1.21" + go-version: "1.22" - name: Setup Python uses: actions/setup-python@v5 with: diff --git a/.github/workflows/go.yml b/.github/workflows/go.yml index 799a43406b7..33c94daa24e 100644 --- a/.github/workflows/go.yml +++ b/.github/workflows/go.yml @@ -19,7 +19,7 @@ jobs: - name: Set up Go 1.x uses: actions/setup-go@v5 with: - go-version: "1.21" + go-version: "1.22" id: go - name: Check out code into the Go module directory diff --git a/.github/workflows/golangci-lint.yml b/.github/workflows/golangci-lint.yml index 98c25eb3f16..f44d41359b8 100644 --- a/.github/workflows/golangci-lint.yml +++ b/.github/workflows/golangci-lint.yml @@ -18,7 +18,7 @@ jobs: - uses: actions/checkout@v4 - uses: actions/setup-go@v5 with: - go-version: '1.21' + go-version: '1.22' cache: false - name: golangci-lint uses: golangci/golangci-lint-action@v4 diff --git a/.github/workflows/kserve-localmodel-controller-docker-publish.yml b/.github/workflows/kserve-localmodel-controller-docker-publish.yml new file mode 100644 index 00000000000..73dd9c218d7 --- /dev/null +++ b/.github/workflows/kserve-localmodel-controller-docker-publish.yml @@ -0,0 +1,95 @@ +name: Kserve localmodel controller Docker Publisher + +on: + push: + # Publish `master` as Docker `latest` image. + branches: + - master + + # Publish `v1.2.3` tags as releases. + tags: + - v* + + # Run tests for any PRs. + pull_request: + +env: + IMAGE_NAME: kserve-localmodel-controller + +concurrency: + group: ${{ github.workflow }}-${{ github.ref }} + cancel-in-progress: true + +jobs: + # Run tests. + # See also https://docs.docker.com/docker-hub/builds/automated-testing/ + test: + runs-on: ubuntu-latest + + steps: + - name: Checkout source + uses: actions/checkout@v4 + + - name: Run tests + run: | + if [ -f docker-compose.test.yml ]; then + docker-compose --file docker-compose.test.yml build + docker-compose --file docker-compose.test.yml run sut + else + docker buildx build . --file localmodel.Dockerfile + fi + + # Push image to GitHub Packages. + # See also https://docs.docker.com/docker-hub/builds/ + push: + # Ensure test job passes before pushing image. + needs: test + + runs-on: ubuntu-latest + if: github.event_name == 'push' + + steps: + - name: Checkout source + uses: actions/checkout@v4 + + - name: Setup QEMU + uses: docker/setup-qemu-action@v3 + + - name: Setup Docker Buildx + uses: docker/setup-buildx-action@v3 + + - name: Login to DockerHub + uses: docker/login-action@v3 + with: + username: ${{ secrets.DOCKER_USER }} + password: ${{ secrets.DOCKER_PASSWORD }} + + - name: export version variable + run: | + IMAGE_ID=kserve/$IMAGE_NAME + + # Change all uppercase to lowercase + IMAGE_ID=$(echo $IMAGE_ID | tr '[A-Z]' '[a-z]') + + # Strip git ref prefix from version + VERSION=$(echo "${{ github.ref }}" | sed -e 's,.*/\(.*\),\1,') + + # Strip "v" prefix from tag name + # [[ "${{ github.ref }}" == "refs/tags/"* ]] && VERSION=$(echo $VERSION | sed -e 's/^v//') + + # Use Docker `latest` tag convention + [ "$VERSION" == "master" ] && VERSION=latest + + echo VERSION=$VERSION >> $GITHUB_ENV + echo IMAGE_ID=$IMAGE_ID >> $GITHUB_ENV + + - name: Build and push + uses: docker/build-push-action@v5 + with: + platforms: linux/amd64,linux/arm/v7,linux/arm64/v8,linux/ppc64le,linux/s390x + context: . + file: localmodel.Dockerfile + push: true + tags: ${{ env.IMAGE_ID }}:${{ env.VERSION }} + # https://github.com/docker/buildx/issues/1533 + provenance: false diff --git a/.github/workflows/prow-github.yml b/.github/workflows/prow-github.yml new file mode 100644 index 00000000000..eaa25b7742d --- /dev/null +++ b/.github/workflows/prow-github.yml @@ -0,0 +1,30 @@ +# Run specified actions or jobs for issue and PR comments + +name: "Prow github actions" +on: + issue_comment: + types: [created] + +jobs: + prow-execute: + runs-on: ubuntu-latest + steps: + - uses: jpmcb/prow-github-actions@v1.1.3 + with: + prow-commands: '/assign + /unassign + /approve + /retitle + /area + /kind + /priority + /remove + /lgtm + /close + /reopen + /lock + /milestone + /hold + /cc + /uncc' + github-token: "${{ secrets.GITHUB_TOKEN }}" diff --git a/.github/workflows/prow-pr-automerge.yml b/.github/workflows/prow-pr-automerge.yml new file mode 100644 index 00000000000..3c57673d128 --- /dev/null +++ b/.github/workflows/prow-pr-automerge.yml @@ -0,0 +1,17 @@ +# This Github workflow will check every hour for PRs with the lgtm label and will attempt to automatically merge them. +# If the hold label is present, it will block automatic merging. + +name: "Prow merge on lgtm label" +on: + schedule: + - cron: "0 * * * *" # every hour + +jobs: + auto-merge: + runs-on: ubuntu-latest + steps: + - uses: jpmcb/prow-github-actions@v1.1.3 + with: + jobs: 'lgtm' + github-token: "${{ secrets.GITHUB_TOKEN }}" + merge-method: 'squash' diff --git a/.github/workflows/prow-pr-remove-lgtm.yml b/.github/workflows/prow-pr-remove-lgtm.yml new file mode 100644 index 00000000000..f9332f41416 --- /dev/null +++ b/.github/workflows/prow-pr-remove-lgtm.yml @@ -0,0 +1,14 @@ +# This workflow will remove the lgtm label from a PR that gets updated. +# This prevents any un-reviewed code from being automatically merged by the lgtm-merger mechanism. + +name: "Prow remove lgtm label" +on: pull_request + +jobs: + remove-lgtm: + runs-on: ubuntu-latest + steps: + - uses: jpmcb/prow-github-actions@v1.1.3 + with: + jobs: 'lgtm' + github-token: "${{ secrets.GITHUB_TOKEN }}" diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml index 52417095fd4..3d0c280e9dc 100644 --- a/.github/workflows/python-publish.yml +++ b/.github/workflows/python-publish.yml @@ -21,16 +21,14 @@ jobs: - name: Set up Python uses: actions/setup-python@v2 with: - python-version: "3.x" + python-version: "3.11" - name: Install Poetry and version plugin run: ./test/scripts/gh-actions/setup-poetry.sh - name: Build and publish env: - POETRY_HTTP_BASIC_PYPI_USERNAME: ${{ secrets.PYPI_USERNAME }} - POETRY_HTTP_BASIC_PYPI_PASSWORD: ${{ secrets.PYPI_PASSWORD }} + POETRY_PYPI_TOKEN_PYPI: ${{ secrets.PYPI_TOKEN }} run: | cd python/kserve - poetry build - poetry publish + poetry publish --build diff --git a/.github/workflows/python-test.yml b/.github/workflows/python-test.yml index 7292636262b..78b7acdf3c5 100644 --- a/.github/workflows/python-test.yml +++ b/.github/workflows/python-test.yml @@ -40,7 +40,7 @@ jobs: runs-on: ubuntu-latest strategy: matrix: - python-version: ["3.8", "3.9", "3.10", "3.11"] + python-version: ["3.9", "3.10", "3.11", "3.12"] steps: - name: Checkout source uses: actions/checkout@v4 @@ -98,6 +98,7 @@ jobs: # ----------------------------------------Kserve Pydantic V1 Unit Tests-------------------------------------------- - name: Setup kserve pydantic v1 directory + if: ${{ !startsWith(steps.setup-python.outputs.python-version, '3.12') }} run: | mkdir -p python/kserve-pydantic-v1 cp -r python/kserve/* python/kserve-pydantic-v1 @@ -105,6 +106,7 @@ jobs: # update the lock file without installing dependencies poetry update "pydantic<2.0" --lock - name: Load cached kserve pydantic v1 venv + if: ${{ !startsWith(steps.setup-python.outputs.python-version, '3.12') }} id: cached-kserve-pydantic-v1-dependencies uses: actions/cache@v3 with: @@ -112,15 +114,17 @@ jobs: key: kserve-pydantic-v1-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve-pydantic-v1/poetry.lock') }} # install kserve pydantic v1 dependencies if cache does not exist - name: Install kserve pydantic v1 dependencies - if: steps.cached-kserve-pydantic-v1-dependencies.outputs.cache-hit != 'true' + if: ${{ !startsWith(steps.setup-python.outputs.python-version, '3.12') && steps.cached-kserve-pydantic-v1-dependencies.outputs.cache-hit != 'true' }} run: | cd python/kserve-pydantic-v1 make install_dependencies - name: Install kserve pydantic v1 + if: ${{ !startsWith(steps.setup-python.outputs.python-version, '3.12') }} run: | cd python/kserve-pydantic-v1 make dev_install - name: Test kserve pydantic v1 + if: ${{ !startsWith(steps.setup-python.outputs.python-version, '3.12') }} run: | cd python source kserve-pydantic-v1/.venv/bin/activate @@ -250,7 +254,6 @@ jobs: # ----------------------------------------Huggingface Server Unit Tests------------------------------------------------ # load cached huggingface venv if cache exists - name: Load cached huggingface venv - if: ${{ !startsWith(steps.setup-python.outputs.python-version, '3.8') }} id: huggingface-dependencies uses: actions/cache@v4 with: @@ -258,12 +261,10 @@ jobs: key: huggingface-venv-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/kserve/poetry.lock', '**/huggingfaceserver/poetry.lock') }} # install huggingface server dependencies if cache does not exist - name: Configure poetry for huggingface server - if: ${{ !startsWith(steps.setup-python.outputs.python-version, '3.8') }} run: | poetry config virtualenvs.path /mnt/python/huggingfaceserver-venv poetry config virtualenvs.in-project false - name: Install huggingface dependencies - if: ${{ steps.cached-huggingface-dependencies.outputs.cache-hit != 'true' && !startsWith(steps.setup-python.outputs.python-version, '3.8') }} run: | sudo mkdir -p /mnt/python/huggingfaceserver-venv # change permission so that poetry can install without sudo @@ -271,16 +272,14 @@ jobs: cd python/huggingfaceserver make install_dependencies - name: Install huggingface server - if: ${{ !startsWith(steps.setup-python.outputs.python-version, '3.8') }} run: | cd python/huggingfaceserver make dev_install - name: Test huggingfaceserver - if: ${{ !startsWith(steps.setup-python.outputs.python-version, '3.8') }} run: | cd python/huggingfaceserver poetry run -- pytest --cov=huggingfaceserver -vv - name: Free space after tests run: | - df -hT + df -hT \ No newline at end of file diff --git a/.github/workflows/scheduled-go-security-scan.yml b/.github/workflows/scheduled-go-security-scan.yml index 51b3a63b281..a36bff57539 100644 --- a/.github/workflows/scheduled-go-security-scan.yml +++ b/.github/workflows/scheduled-go-security-scan.yml @@ -17,12 +17,12 @@ jobs: uses: actions/checkout@v4 - name: Run Gosec Security Scanner - uses: securego/gosec@master + uses: securego/gosec@v2.20.0 with: args: '-no-fail -fmt=sarif -out=go-security-scan-results.sarif -exclude-dir=pkg/client -exclude-dir=pkg/clientv1alpha1 ./...' - name: Upload SARIF file to Github Code Scanning - uses: github/codeql-action/upload-sarif@v2 + uses: github/codeql-action/upload-sarif@v3 with: sarif_file: go-security-scan-results.sarif category: gosec-tool diff --git a/.github/workflows/scheduled-image-scan.yml b/.github/workflows/scheduled-image-scan.yml index c9fdd87d143..a8550541d2b 100644 --- a/.github/workflows/scheduled-image-scan.yml +++ b/.github/workflows/scheduled-image-scan.yml @@ -43,6 +43,14 @@ jobs: --sarif-file-output=./application/${{ matrix.image.name }}/docker.snyk.sarif sarif: false + # Replace any "undefined" security severity values with 0. The undefined value is used in the case + # of license-related findings, which do not indicate a security vulnerability. + # See https://github.com/github/codeql-action/issues/2187 for more context. + # This can be removed once https://github.com/snyk/cli/pull/5409 is merged. + - name: Replace security-severity undefined for license-related findings + run: | + sudo sed -i 's/"security-severity": "undefined"/"security-severity": "0"/g' ./application/${{ matrix.image.name }}/docker.snyk.sarif + - name: Upload sarif file to Github Code Scanning if: always() continue-on-error: true #avoid fail the pipeline if the SARIF upload fails. @@ -80,9 +88,17 @@ jobs: --sarif-file-output=./application/${{ matrix.image.name }}/docker.snyk.sarif sarif: false + # Replace any "undefined" security severity values with 0. The undefined value is used in the case + # of license-related findings, which do not indicate a security vulnerability. + # See https://github.com/github/codeql-action/issues/2187 for more context. + # This can be removed once https://github.com/snyk/cli/pull/5409 is merged. + - name: Replace security-severity undefined for license-related findings + run: | + sudo sed -i 's/"security-severity": "undefined"/"security-severity": "0"/g' ./application/${{ matrix.image.name }}/docker.snyk.sarif + - name: Upload sarif file to Github Code Scanning if: always() - uses: github/codeql-action/upload-sarif@v2 + uses: github/codeql-action/upload-sarif@v3 with: sarif_file: application/${{ matrix.image.name }}/docker.snyk.sarif @@ -113,8 +129,16 @@ jobs: --sarif-file-output=./application/${{ matrix.image.name }}/docker.snyk.sarif sarif: false + # Replace any "undefined" security severity values with 0. The undefined value is used in the case + # of license-related findings, which do not indicate a security vulnerability. + # See https://github.com/github/codeql-action/issues/2187 for more context. + # This can be removed once https://github.com/snyk/cli/pull/5409 is merged. + - name: Replace security-severity undefined for license-related findings + run: | + sudo sed -i 's/"security-severity": "undefined"/"security-severity": "0"/g' ./application/${{ matrix.image.name }}/docker.snyk.sarif + - name: Upload sarif file to Github Code Scanning if: always() - uses: github/codeql-action/upload-sarif@v2 + uses: github/codeql-action/upload-sarif@v3 with: sarif_file: application/${{ matrix.image.name }}/docker.snyk.sarif diff --git a/.github/workflows/verify-codegen.yml b/.github/workflows/verify-codegen.yml index b84e8b09e52..ff1fd0b1d8d 100644 --- a/.github/workflows/verify-codegen.yml +++ b/.github/workflows/verify-codegen.yml @@ -17,7 +17,7 @@ jobs: - name: Setup Go uses: actions/setup-go@v5 with: - go-version: 1.21 + go-version: 1.22 - name: Install dependencies run: | diff --git a/.gitignore b/.gitignore index 79194cf5733..84cf64efddf 100644 --- a/.gitignore +++ b/.gitignore @@ -47,6 +47,7 @@ venv/ config/overlays/development/manager_image_patch.yaml config/overlays/development/configmap/inferenceservice_patch.yaml config/overlays/development/manager_auth_proxy_patch.yaml +config/overlays/development/localmodel_image_patch.yaml config/overlays/dev-image-config/inferenceservice_patch.yaml .ko.yaml diff --git a/.golangci.yml b/.golangci.yml index 5d063998a73..28a9ef790b5 100644 --- a/.golangci.yml +++ b/.golangci.yml @@ -1,6 +1,6 @@ run: timeout: 6m - go: "1.21" + go: "1.22" tests: false skip-dirs: # skip auto gen folders - "client/" diff --git a/Dockerfile b/Dockerfile index 2a4a2f9281b..4a6e9462505 100644 --- a/Dockerfile +++ b/Dockerfile @@ -18,7 +18,7 @@ RUN CGO_ENABLED=0 GOOS=linux GOFLAGS=-mod=mod go build -a -o manager ./cmd/manag # Use distroless as minimal base image to package the manager binary FROM registry.access.redhat.com/ubi8/ubi-minimal:latest RUN microdnf install -y --disablerepo=* --enablerepo=ubi-8-baseos-rpms shadow-utils && \ - microdnf clean all && \ + microdnf clean all && \ useradd kserve -m -u 1000 RUN microdnf remove -y shadow-utils COPY third_party/ /third_party/ diff --git a/Makefile b/Makefile index e47d86880c9..92565c18efd 100644 --- a/Makefile +++ b/Makefile @@ -1,7 +1,7 @@ # Base Image URL -BASE_IMG ?= python:3.9-slim-bullseye -PMML_BASE_IMG ?= openjdk:11-slim +BASE_IMG ?= python:3.11-slim-bookworm +PMML_BASE_IMG ?= openjdk:21-slim-bookworm # Image URL to use all building/pushing image targets IMG ?= kserve-controller:latest @@ -24,7 +24,7 @@ QPEXT_IMG ?= qpext:latest CRD_OPTIONS ?= "crd:maxDescLen=0" KSERVE_ENABLE_SELF_SIGNED_CA ?= false # ENVTEST_K8S_VERSION refers to the version of kubebuilder assets to be downloaded by envtest binary. -ENVTEST_K8S_VERSION = 1.27 +ENVTEST_K8S_VERSION = 1.29 SUCCESS_200_ISVC_IMG ?= success-200-isvc ERROR_404_ISVC_IMG ?= error-404-isvc @@ -38,7 +38,7 @@ ENVTEST ?= $(LOCALBIN)/setup-envtest CONTROLLER_GEN ?= $(LOCALBIN)/controller-gen ## Tool Versions -CONTROLLER_TOOLS_VERSION ?= v0.12.0 +CONTROLLER_TOOLS_VERSION ?= v0.16.2 # CPU/Memory limits for controller-manager KSERVE_CONTROLLER_CPU_LIMIT ?= 100m @@ -74,10 +74,10 @@ deploy: manifests cd config/default && if [ ${KSERVE_ENABLE_SELF_SIGNED_CA} != false ]; then \ echo > ../certmanager/certificate.yaml; \ else git checkout HEAD -- ../certmanager/certificate.yaml; fi; - kubectl apply -k config/default + kubectl apply --server-side=true -k config/default if [ ${KSERVE_ENABLE_SELF_SIGNED_CA} != false ]; then ./hack/self-signed-ca.sh; fi; kubectl wait --for=condition=ready pod -l control-plane=kserve-controller-manager -n kserve --timeout=300s - kubectl apply -k config/clusterresources + kubectl apply --server-side=true -k config/clusterresources git checkout HEAD -- config/certmanager/certificate.yaml @@ -87,11 +87,11 @@ deploy-dev: manifests cd config/default && if [ ${KSERVE_ENABLE_SELF_SIGNED_CA} != false ]; then \ echo > ../certmanager/certificate.yaml; \ else git checkout HEAD -- ../certmanager/certificate.yaml; fi; - kubectl apply -k config/overlays/development + kubectl apply --server-side=true -k config/overlays/development if [ ${KSERVE_ENABLE_SELF_SIGNED_CA} != false ]; then ./hack/self-signed-ca.sh; fi; # TODO: Add runtimes as part of default deployment kubectl wait --for=condition=ready pod -l control-plane=kserve-controller-manager -n kserve --timeout=300s - kubectl apply -k config/clusterresources + kubectl apply --server-side=true -k config/clusterresources git checkout HEAD -- config/certmanager/certificate.yaml deploy-dev-sklearn: docker-push-sklearn @@ -114,13 +114,13 @@ deploy-dev-huggingface: docker-push-huggingface deploy-dev-storageInitializer: docker-push-storageInitializer ./hack/storageInitializer_patch_dev.sh ${KO_DOCKER_REPO}/${STORAGE_INIT_IMG} - kubectl apply -k config/overlays/dev-image-config + kubectl apply --server-side=true -k config/overlays/dev-image-config deploy-ci: manifests - kubectl apply -k config/overlays/test + kubectl apply --server-side=true -k config/overlays/test # TODO: Add runtimes as part of default deployment kubectl wait --for=condition=ready pod -l control-plane=kserve-controller-manager -n kserve --timeout=300s - kubectl apply -k config/overlays/test/clusterresources + kubectl apply --server-side=true -k config/overlays/test/clusterresources deploy-helm: manifests helm install kserve-crd charts/kserve-crd/ --wait --timeout 180s @@ -135,20 +135,19 @@ undeploy-dev: # Generate manifests e.g. CRD, RBAC etc. manifests: controller-gen $(CONTROLLER_GEN) $(CRD_OPTIONS) paths=./pkg/apis/serving/... output:crd:dir=config/crd/full - $(CONTROLLER_GEN) rbac:roleName=kserve-manager-role paths=./pkg/controller/... output:rbac:artifacts:config=config/rbac + $(CONTROLLER_GEN) rbac:roleName=kserve-manager-role paths={./pkg/controller/v1alpha1/inferencegraph,./pkg/controller/v1alpha1/trainedmodel,./pkg/controller/v1beta1/...} output:rbac:artifacts:config=config/rbac + $(CONTROLLER_GEN) rbac:roleName=kserve-localmodel-manager-role paths=./pkg/controller/v1alpha1/localmodel output:rbac:artifacts:config=config/rbac/localmodel + # Copy the cluster role to the helm chart + cp config/rbac/auth_proxy_role.yaml charts/kserve-resources/templates/clusterrole.yaml + cat config/rbac/role.yaml >> charts/kserve-resources/templates/clusterrole.yaml + # Copy the local model role with Helm chart while keeping the Helm template condition + echo '{{- if .Values.kserve.localmodel.enabled }}' > charts/kserve-resources/templates/localmodel/role.yaml + cat config/rbac/localmodel/role.yaml >> charts/kserve-resources/templates/localmodel/role.yaml + echo '{{- end }}' >> charts/kserve-resources/templates/localmodel/role.yaml + $(CONTROLLER_GEN) object:headerFile="hack/boilerplate.go.txt" paths=./pkg/apis/serving/v1alpha1 $(CONTROLLER_GEN) object:headerFile="hack/boilerplate.go.txt" paths=./pkg/apis/serving/v1beta1 - #TODO Remove this until new controller-tools is released - perl -pi -e 's/storedVersions: null/storedVersions: []/g' config/crd/full/serving.kserve.io_inferenceservices.yaml - perl -pi -e 's/conditions: null/conditions: []/g' config/crd/full/serving.kserve.io_inferenceservices.yaml - perl -pi -e 's/Any/string/g' config/crd/full/serving.kserve.io_inferenceservices.yaml - perl -pi -e 's/storedVersions: null/storedVersions: []/g' config/crd/full/serving.kserve.io_trainedmodels.yaml - perl -pi -e 's/conditions: null/conditions: []/g' config/crd/full/serving.kserve.io_trainedmodels.yaml - perl -pi -e 's/Any/string/g' config/crd/full/serving.kserve.io_trainedmodels.yaml - perl -pi -e 's/storedVersions: null/storedVersions: []/g' config/crd/full/serving.kserve.io_inferencegraphs.yaml - perl -pi -e 's/conditions: null/conditions: []/g' config/crd/full/serving.kserve.io_inferencegraphs.yaml - perl -pi -e 's/Any/string/g' config/crd/full/serving.kserve.io_inferencegraphs.yaml #remove the required property on framework as name field needs to be optional yq 'del(.spec.versions[0].schema.openAPIV3Schema.properties.spec.properties.*.properties.*.required)' -i config/crd/full/serving.kserve.io_inferenceservices.yaml #remove ephemeralContainers properties for compress crd size https://github.com/kubeflow/kfserving/pull/1141#issuecomment-714170602 @@ -164,8 +163,15 @@ manifests: controller-gen yq '.spec.versions[0].schema.openAPIV3Schema.properties.spec.properties | .. | select(has("protocol")) | path' config/crd/full/serving.kserve.io_inferenceservices.yaml -o j | jq -r '. | map(select(numbers)="["+tostring+"]") | join(".")' | awk '{print "."$$0".protocol.default"}' | xargs -n1 -I{} yq '{} = "TCP"' -i config/crd/full/serving.kserve.io_inferenceservices.yaml yq '.spec.versions[0].schema.openAPIV3Schema.properties.spec.properties | .. | select(has("protocol")) | path' config/crd/full/serving.kserve.io_clusterservingruntimes.yaml -o j | jq -r '. | map(select(numbers)="["+tostring+"]") | join(".")' | awk '{print "."$$0".protocol.default"}' | xargs -n1 -I{} yq '{} = "TCP"' -i config/crd/full/serving.kserve.io_clusterservingruntimes.yaml yq '.spec.versions[0].schema.openAPIV3Schema.properties.spec.properties | .. | select(has("protocol")) | path' config/crd/full/serving.kserve.io_servingruntimes.yaml -o j | jq -r '. | map(select(numbers)="["+tostring+"]") | join(".")' | awk '{print "."$$0".protocol.default"}' | xargs -n1 -I{} yq '{} = "TCP"' -i config/crd/full/serving.kserve.io_servingruntimes.yaml + + # TODO: Commenting out the following as it produces differences in verify codegen during release process + # Copy the crds to the helm chart + # cp config/crd/full/* charts/kserve-crd/templates + # rm charts/kserve-crd/templates/kustomization.yaml + # Generate minimal crd ./hack/minimal-crdgen.sh kubectl kustomize config/crd/full > test/crds/serving.kserve.io_inferenceservices.yaml + # Copy the minimal crd to the helm chart cp config/crd/minimal/* charts/kserve-crd-minimal/templates/ rm charts/kserve-crd-minimal/templates/kustomization.yaml diff --git a/ROADMAP.md b/ROADMAP.md index 911c9293a7d..ad01990c0eb 100644 --- a/ROADMAP.md +++ b/ROADMAP.md @@ -1,16 +1,38 @@ -# KServe 2023 Roadmap +# KServe 2024-2025 Roadmap +## Objective: "Support GenAI inference" +- LLM Serving Runtimes + * Support Speculative Decoding with vLLM runtime [https://github.com/kserve/kserve/issues/3800]. + * Support LoRA adapters [https://github.com/kserve/kserve/issues/3750]. + * Support LLM Serving runtimes for TensorRT-LLM, TGI and provide benchmarking comparisons [https://github.com/kserve/kserve/issues/3868]. + * Support multi-host, multi-GPU inference runtime [https://github.com/kserve/kserve/issues/2145]. + +- LLM Autoscaling + * Support Model Caching with automatic PV/PVC provisioning [https://github.com/kserve/kserve/issues/3869]. + * Support Autoscaling settings for serving runtimes. + * Support Autoscaling based on custom metrics [https://github.com/kserve/kserve/issues/3561]. + +- LLM RAG/Agent Pipeline Orchestration + * Support declarative RAG/Agent workflow using KServe Inference Graph [https://github.com/kserve/kserve/issues/3829]. + +- Open Inference Protocol extension to GenAI Task APIs + * Community-maintained Open Inference Protocol repo for OpenAI schema [https://docs.google.com/document/d/1odTMdIFdm01CbRQ6CpLzUIGVppHSoUvJV_zwcX6GuaU]. + * Support vertical GenAI Task APIs such as embedding, Text-to-Image, Text-To-Code, Doc-To-Text [https://github.com/kserve/kserve/issues/3572]. + +- LLM Gateway + * Support multiple LLM providers. + * Support token based rate limiting. + * Support LLM router with traffic shaping, fallback, load balancing. + * LLM Gateway observability for metrics and cost reporting ## Objective: "Graduate core inference capability to stable/GA" -- Promote `InferenceService` and `ClusterServingRuntime`/`ServingRuntime` CRD from v1beta1 to v1 +- Promote `InferenceService` and `ClusterServingRuntime`/`ServingRuntime` CRD to v1 * Improve `InferenceService` CRD for REST/gRPC protocol interface - * Unify model storage spec and implementation between KServe and ModelMesh - * Add Status to `ServingRuntime` for both ModelMesh and KServe, surface `ServingRuntime` validation errors and deployment status - * Deprecate `TrainedModel` CRD and use `InferenceService` annotation to allow dynamic model updates as alternative option to storage initializer - * Collocate transformer and predictor in the pod to reduce sidecar resources and networking latency - * Stablize `RawDeployment` mode with comprehensive testing for supported features - -- All model formats to support v2 inference protocol including custom serving runtime - * TorchServe to support v2 gRPC inference protocol + * Improve model storage interface + * Deprecate `TrainedModel` CRD and add multiple model support for co-hosting, draft model, LoRA adapters to InferenceService. + * Improve YAML UX for predictor and transformer container collocation. + * Close the feature gap between `RawDeployment` and `Serverless` mode. + +- Open Inference Protocol * Support batching for v2 inference protocol * Transformer and Explainer v2 inference protocol interoperability * Improve codec for v2 inference protocol @@ -19,30 +41,19 @@ Reference: [Control plane issues](https://github.com/kserve/kserve/issues?q=is%3 ## Objective: "Graduate KServe Python SDK to 1.0“ -- Improve KServe Python SDK dependency management with Poetry -- Create standarized model packaging API -- Improve KServe model server observability with metrics and distruted tracing +- Create standardized model packaging API +- Improve KServe model server observability with metrics and distributed tracing - Support batch inference Reference：[Python SDK issues](https://github.com/kserve/kserve/issues?q=is%3Aissue+is%3Aopen+label%3Akserve%2Fsdk), [Storage issues](https://github.com/kserve/kserve/issues?q=is%3Aissue+is%3Aopen+label%3Akfserving%2Fstorage) -## Objective: "Graduate ModelMesh to beta" -- Support TorchServe ServingRuntime -- Add PVC support and unify storage implementation with KServe -- Add optional ingress for ModelMesh deployments -- Etcd secret security for multi-namespace mode -- Add estimated model size field - -Reference: [ModelMesh issues](https://github.com/kserve/modelmesh-serving/issues?page=1&q=is%3Aissue+is%3Aopen) - -## Objective: "Graduate InferenceGraph to beta" +## Objective: "Graduate InferenceGraph" - Improve `InferenceGraph` spec for replica and concurrency control -- Allow setting resource limits per `InferenceGraph` - Support distributed tracing - Support gRPC for `InferenceGraph` - Standalone `Transformer` support for `InferenceGraph` - Support traffic mirroring node -- Support `RawDeployment` mode for `InferenceGraph` +- Improve `RawDeployment` mode for `InferenceGraph` Reference: [InferenceGraph issues](https://github.com/kserve/kserve/issues?q=is%3Aissue+is%3Aopen+label%3Akserve%2Finference_graph) @@ -58,5 +69,5 @@ Reference: [Auth related issues](https://github.com/kserve/kserve/issues?q=is%3A - Add ModelMesh docs and explain the use cases for classic KServe and ModelMesh - Unify the data plane v1 and v2 page formats - Improve v2 data plane docs to tell the story why and what changed -- Clean up the examples in kserve repo and unify them with the website's by creating one source of truth for example documentation +- Clean up the examples in kserve repo and unify them with the website's by creating one source of truth for documentation - Update any out-of-date documentation and make sure the website as a whole is consistent and cohesive diff --git a/agent.Dockerfile b/agent.Dockerfile index e2f34f568ed..901c4d87e0b 100644 --- a/agent.Dockerfile +++ b/agent.Dockerfile @@ -8,8 +8,8 @@ COPY go.sum go.sum RUN go mod download -COPY pkg/ pkg/ COPY cmd/ cmd/ +COPY pkg/ pkg/ # Build USER root @@ -19,7 +19,7 @@ RUN CGO_ENABLED=0 GOOS=linux GOFLAGS=-mod=mod go build -a -o agent ./cmd/agent FROM registry.access.redhat.com/ubi8/ubi-minimal:latest RUN microdnf install -y --disablerepo=* --enablerepo=ubi-8-baseos-rpms shadow-utils && \ - microdnf clean all && \ + microdnf clean all && \ useradd kserve -m -u 1000 RUN microdnf remove -y shadow-utils COPY third_party/ third_party/ diff --git a/charts/kserve-crd-minimal/Chart.yaml b/charts/kserve-crd-minimal/Chart.yaml index a3b85902ae0..b37614f6cd0 100644 --- a/charts/kserve-crd-minimal/Chart.yaml +++ b/charts/kserve-crd-minimal/Chart.yaml @@ -1,6 +1,6 @@ apiVersion: v1 name: kserve-crd-minimal -version: v0.13.0 +version: v0.14.0 description: Helm chart for deploying minimal kserve crds without validation keywords: - kserve diff --git a/charts/kserve-crd-minimal/README.md b/charts/kserve-crd-minimal/README.md index 910e96e3442..23304d071bf 100644 --- a/charts/kserve-crd-minimal/README.md +++ b/charts/kserve-crd-minimal/README.md @@ -2,12 +2,12 @@ Helm chart for deploying minimal kserve crds without validation -![Version: v0.13.0](https://img.shields.io/badge/Version-v0.13.0-informational?style=flat-square) +![Version: v0.14.0](https://img.shields.io/badge/Version-v0.14.0-informational?style=flat-square) ## Installing the Chart To install the chart, run the following: ```console -$ helm install kserve-crd-minimal oci://ghcr.io/kserve/charts/kserve-crd-minimal --version v0.13.0 +$ helm install kserve-crd-minimal oci://ghcr.io/kserve/charts/kserve-crd-minimal --version v0.14.0 ``` diff --git a/charts/kserve-crd-minimal/templates/serving.kserve.io_clusterlocalmodels.yaml b/charts/kserve-crd-minimal/templates/serving.kserve.io_clusterlocalmodels.yaml new file mode 100644 index 00000000000..ae46350f220 --- /dev/null +++ b/charts/kserve-crd-minimal/templates/serving.kserve.io_clusterlocalmodels.yaml @@ -0,0 +1,38 @@ +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: clusterlocalmodels.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterLocalModel + listKind: ClusterLocalModelList + plural: clusterlocalmodels + singular: clusterlocalmodel + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + type: object + x-kubernetes-map-type: atomic + x-kubernetes-preserve-unknown-fields: true + status: + type: object + x-kubernetes-map-type: atomic + x-kubernetes-preserve-unknown-fields: true + type: object + served: true + storage: true + subresources: + status: {} diff --git a/charts/kserve-crd-minimal/templates/serving.kserve.io_clusterservingruntimes.yaml b/charts/kserve-crd-minimal/templates/serving.kserve.io_clusterservingruntimes.yaml index e58c634dd23..d7111bbf1b5 100644 --- a/charts/kserve-crd-minimal/templates/serving.kserve.io_clusterservingruntimes.yaml +++ b/charts/kserve-crd-minimal/templates/serving.kserve.io_clusterservingruntimes.yaml @@ -2,7 +2,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: clusterservingruntimes.serving.kserve.io spec: group: serving.kserve.io diff --git a/charts/kserve-crd-minimal/templates/serving.kserve.io_clusterstoragecontainers.yaml b/charts/kserve-crd-minimal/templates/serving.kserve.io_clusterstoragecontainers.yaml index d01f54495ed..ab3496538ef 100644 --- a/charts/kserve-crd-minimal/templates/serving.kserve.io_clusterstoragecontainers.yaml +++ b/charts/kserve-crd-minimal/templates/serving.kserve.io_clusterstoragecontainers.yaml @@ -2,7 +2,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: clusterstoragecontainers.serving.kserve.io spec: group: serving.kserve.io diff --git a/charts/kserve-crd-minimal/templates/serving.kserve.io_inferencegraphs.yaml b/charts/kserve-crd-minimal/templates/serving.kserve.io_inferencegraphs.yaml index cef0d681af1..6d54c209f73 100644 --- a/charts/kserve-crd-minimal/templates/serving.kserve.io_inferencegraphs.yaml +++ b/charts/kserve-crd-minimal/templates/serving.kserve.io_inferencegraphs.yaml @@ -2,7 +2,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: inferencegraphs.serving.kserve.io spec: group: serving.kserve.io diff --git a/charts/kserve-crd-minimal/templates/serving.kserve.io_inferenceservices.yaml b/charts/kserve-crd-minimal/templates/serving.kserve.io_inferenceservices.yaml index b7717a73e9a..ebcaa6f0dab 100644 --- a/charts/kserve-crd-minimal/templates/serving.kserve.io_inferenceservices.yaml +++ b/charts/kserve-crd-minimal/templates/serving.kserve.io_inferenceservices.yaml @@ -2,7 +2,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: inferenceservices.serving.kserve.io spec: group: serving.kserve.io diff --git a/charts/kserve-crd-minimal/templates/serving.kserve.io_localmodelnodegroups.yaml b/charts/kserve-crd-minimal/templates/serving.kserve.io_localmodelnodegroups.yaml new file mode 100644 index 00000000000..27ffee9a7d8 --- /dev/null +++ b/charts/kserve-crd-minimal/templates/serving.kserve.io_localmodelnodegroups.yaml @@ -0,0 +1,36 @@ +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: localmodelnodegroups.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: LocalModelNodeGroup + listKind: LocalModelNodeGroupList + plural: localmodelnodegroups + singular: localmodelnodegroup + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + type: object + x-kubernetes-map-type: atomic + x-kubernetes-preserve-unknown-fields: true + status: + type: object + x-kubernetes-map-type: atomic + x-kubernetes-preserve-unknown-fields: true + type: object + served: true + storage: true diff --git a/charts/kserve-crd-minimal/templates/serving.kserve.io_servingruntimes.yaml b/charts/kserve-crd-minimal/templates/serving.kserve.io_servingruntimes.yaml index 1d4ce4fec32..cb1a5b17119 100644 --- a/charts/kserve-crd-minimal/templates/serving.kserve.io_servingruntimes.yaml +++ b/charts/kserve-crd-minimal/templates/serving.kserve.io_servingruntimes.yaml @@ -2,7 +2,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: servingruntimes.serving.kserve.io spec: group: serving.kserve.io diff --git a/charts/kserve-crd-minimal/templates/serving.kserve.io_trainedmodels.yaml b/charts/kserve-crd-minimal/templates/serving.kserve.io_trainedmodels.yaml index 2a5aa790a4e..fc68b2276d6 100644 --- a/charts/kserve-crd-minimal/templates/serving.kserve.io_trainedmodels.yaml +++ b/charts/kserve-crd-minimal/templates/serving.kserve.io_trainedmodels.yaml @@ -2,7 +2,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: trainedmodels.serving.kserve.io spec: group: serving.kserve.io diff --git a/charts/kserve-crd/Chart.yaml b/charts/kserve-crd/Chart.yaml index be3aad94042..71d9775854e 100644 --- a/charts/kserve-crd/Chart.yaml +++ b/charts/kserve-crd/Chart.yaml @@ -1,6 +1,6 @@ apiVersion: v1 name: kserve-crd -version: v0.13.0 +version: v0.14.0 description: Helm chart for deploying kserve crds keywords: - kserve diff --git a/charts/kserve-crd/README.md b/charts/kserve-crd/README.md index 4cfe41f48d8..e5d31378d0a 100644 --- a/charts/kserve-crd/README.md +++ b/charts/kserve-crd/README.md @@ -2,12 +2,12 @@ Helm chart for deploying kserve crds -![Version: v0.13.0](https://img.shields.io/badge/Version-v0.13.0-informational?style=flat-square) +![Version: v0.14.0](https://img.shields.io/badge/Version-v0.14.0-informational?style=flat-square) ## Installing the Chart To install the chart, run the following: ```console -$ helm install kserve-crd oci://ghcr.io/kserve/charts/kserve-crd --version v0.13.0 +$ helm install kserve-crd oci://ghcr.io/kserve/charts/kserve-crd --version v0.14.0 ``` diff --git a/charts/kserve-crd/templates/serving.kserve.io_clusterlocalmodels.yaml b/charts/kserve-crd/templates/serving.kserve.io_clusterlocalmodels.yaml new file mode 100644 index 00000000000..90beebb42bd --- /dev/null +++ b/charts/kserve-crd/templates/serving.kserve.io_clusterlocalmodels.yaml @@ -0,0 +1,85 @@ +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: clusterlocalmodels.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterLocalModel + listKind: ClusterLocalModelList + plural: clusterlocalmodels + singular: clusterlocalmodel + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + modelSize: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + nodeGroup: + type: string + sourceModelUri: + type: string + x-kubernetes-validations: + - message: StorageUri is immutable + rule: self == oldSelf + required: + - modelSize + - nodeGroup + - sourceModelUri + type: object + status: + properties: + copies: + properties: + available: + type: integer + failed: + type: integer + total: + type: integer + type: object + inferenceServices: + items: + properties: + name: + type: string + namespace: + type: string + type: object + type: array + nodeStatus: + additionalProperties: + enum: + - "" + - NodeNotReady + - NodeDownloadPending + - NodeDownloading + - NodeDownloaded + - NodeDownloadError + - NodeDeleting + - NodeDeletionError + - NodeDeleted + type: string + type: object + type: object + type: object + served: true + storage: true + subresources: + status: {} diff --git a/charts/kserve-crd/templates/serving.kserve.io_clusterservingruntimes.yaml b/charts/kserve-crd/templates/serving.kserve.io_clusterservingruntimes.yaml index e7c91ff3567..4a9079784b4 100644 --- a/charts/kserve-crd/templates/serving.kserve.io_clusterservingruntimes.yaml +++ b/charts/kserve-crd/templates/serving.kserve.io_clusterservingruntimes.yaml @@ -2,7 +2,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: clusterservingruntimes.serving.kserve.io spec: group: serving.kserve.io @@ -58,11 +58,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -74,11 +76,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic weight: @@ -89,6 +93,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: properties: nodeSelectorTerms: @@ -105,11 +110,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -121,14 +128,17 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic type: array + x-kubernetes-list-type: atomic required: - nodeSelectorTerms type: object @@ -154,17 +164,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -178,11 +200,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -193,6 +217,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -206,6 +231,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -222,17 +248,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -246,11 +284,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -261,12 +301,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object podAntiAffinity: properties: @@ -288,17 +330,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -312,11 +366,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -327,6 +383,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -340,6 +397,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -356,17 +414,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -380,11 +450,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -395,12 +467,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object type: object annotations: @@ -423,6 +497,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -461,6 +536,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -489,10 +565,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -507,6 +585,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -545,6 +624,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -557,12 +637,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -573,6 +657,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -580,6 +665,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -594,6 +680,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -611,6 +698,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -623,6 +711,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -644,6 +740,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -661,6 +758,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -673,6 +771,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -695,6 +801,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -705,6 +812,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -725,6 +833,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -799,6 +908,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -809,6 +919,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -829,6 +940,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -919,16 +1031,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -984,6 +1107,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -994,6 +1118,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -1014,6 +1139,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -1076,6 +1202,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -1087,6 +1216,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -1096,6 +1227,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -1108,12 +1242,15 @@ spec: type: string grpcEndpoint: type: string + hostIPC: + type: boolean httpDataEndpoint: type: string imagePullSecrets: items: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1225,6 +1362,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic path: type: string readOnly: @@ -1234,6 +1372,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1251,6 +1390,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1279,7 +1419,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -1294,6 +1436,7 @@ spec: nodePublishSecretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1349,6 +1492,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object emptyDir: properties: @@ -1373,6 +1517,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic dataSource: properties: apiGroup: @@ -1402,18 +1547,6 @@ spec: type: object resources: properties: - claims: - items: - properties: - name: - type: string - required: - - name - type: object - type: array - x-kubernetes-list-map-keys: - - name - x-kubernetes-list-type: map limits: additionalProperties: anyOf: @@ -1444,11 +1577,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -1457,6 +1592,8 @@ spec: x-kubernetes-map-type: atomic storageClassName: type: string + volumeAttributesClassName: + type: string volumeMode: type: string volumeName: @@ -1479,10 +1616,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic wwids: items: type: string type: array + x-kubernetes-list-type: atomic type: object flexVolume: properties: @@ -1499,6 +1638,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1579,11 +1719,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic readOnly: type: boolean secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1645,6 +1787,45 @@ spec: sources: items: properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object configMap: properties: items: @@ -1662,7 +1843,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -1708,6 +1891,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object secret: properties: @@ -1726,7 +1910,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -1746,6 +1932,7 @@ spec: type: object type: object type: array + x-kubernetes-list-type: atomic type: object quobyte: properties: @@ -1777,6 +1964,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic pool: type: string readOnly: @@ -1784,6 +1972,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1806,6 +1995,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1844,6 +2034,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic optional: type: boolean secretName: @@ -1858,6 +2049,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1883,6 +2075,1935 @@ spec: - name type: object type: array + workerSpec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + hostIPC: + type: boolean + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + nodeSelector: + additionalProperties: + type: string + type: object + size: + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + required: + - containers + type: object required: - containers type: object diff --git a/charts/kserve-crd/templates/serving.kserve.io_clusterstoragecontainers.yaml b/charts/kserve-crd/templates/serving.kserve.io_clusterstoragecontainers.yaml index ea0d4877099..0afee25e8c3 100644 --- a/charts/kserve-crd/templates/serving.kserve.io_clusterstoragecontainers.yaml +++ b/charts/kserve-crd/templates/serving.kserve.io_clusterstoragecontainers.yaml @@ -2,7 +2,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: clusterstoragecontainers.serving.kserve.io spec: group: serving.kserve.io @@ -33,10 +33,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -51,6 +53,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -89,6 +92,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -101,12 +105,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -117,6 +125,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -124,6 +133,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -138,6 +148,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -155,6 +166,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -167,6 +179,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -188,6 +208,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -205,6 +226,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -217,6 +239,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -239,6 +269,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -249,6 +280,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -269,6 +301,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -343,6 +376,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -353,6 +387,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -373,6 +408,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -463,16 +499,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -528,6 +575,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -538,6 +586,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -558,6 +607,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -620,6 +670,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -631,6 +684,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -640,6 +695,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -654,6 +712,9 @@ spec: type: string type: object type: array + workloadType: + default: initContainer + type: string required: - container - supportedUriFormats diff --git a/charts/kserve-crd/templates/serving.kserve.io_inferencegraphs.yaml b/charts/kserve-crd/templates/serving.kserve.io_inferencegraphs.yaml index 2e94cd8da0c..d14444c8486 100644 --- a/charts/kserve-crd/templates/serving.kserve.io_inferencegraphs.yaml +++ b/charts/kserve-crd/templates/serving.kserve.io_inferencegraphs.yaml @@ -2,7 +2,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: inferencegraphs.serving.kserve.io spec: group: serving.kserve.io @@ -57,11 +57,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -73,11 +75,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic weight: @@ -88,6 +92,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: properties: nodeSelectorTerms: @@ -104,11 +109,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -120,14 +127,17 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic type: array + x-kubernetes-list-type: atomic required: - nodeSelectorTerms type: object @@ -153,17 +163,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -177,11 +199,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -192,6 +216,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -205,6 +230,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -221,17 +247,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -245,11 +283,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -260,12 +300,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object podAntiAffinity: properties: @@ -287,17 +329,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -311,11 +365,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -326,6 +382,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -339,6 +396,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -355,17 +413,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -379,11 +449,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -394,12 +466,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object type: object maxReplicas: diff --git a/charts/kserve-crd/templates/serving.kserve.io_inferenceservices.yaml b/charts/kserve-crd/templates/serving.kserve.io_inferenceservices.yaml index f0f7670e0c3..644b697b62b 100644 --- a/charts/kserve-crd/templates/serving.kserve.io_inferenceservices.yaml +++ b/charts/kserve-crd/templates/serving.kserve.io_inferenceservices.yaml @@ -3,7 +3,7 @@ kind: CustomResourceDefinition metadata: annotations: cert-manager.io/inject-ca-from: kserve/serving-cert - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: inferenceservices.serving.kserve.io spec: group: serving.kserve.io @@ -75,11 +75,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -91,11 +93,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic weight: @@ -106,6 +110,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: properties: nodeSelectorTerms: @@ -122,11 +127,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -138,14 +145,17 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic type: array + x-kubernetes-list-type: atomic required: - nodeSelectorTerms type: object @@ -171,17 +181,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -195,11 +217,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -210,6 +234,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -223,6 +248,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -239,17 +265,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -263,11 +301,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -278,12 +318,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object podAntiAffinity: properties: @@ -305,17 +347,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -329,11 +383,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -344,6 +400,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -357,6 +414,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -373,17 +431,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -397,11 +467,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -412,12 +484,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object type: object annotations: @@ -430,10 +504,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic config: additionalProperties: type: string @@ -452,6 +528,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -490,6 +567,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -502,12 +580,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -518,6 +600,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -525,6 +608,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -539,6 +623,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -556,6 +641,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -568,6 +654,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -589,6 +683,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -606,6 +701,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -618,6 +714,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -640,6 +744,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -650,6 +755,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -670,6 +776,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -740,6 +847,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -750,6 +858,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -770,6 +879,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -858,16 +968,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -923,6 +1044,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -933,6 +1055,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -953,6 +1076,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -1032,6 +1156,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -1043,6 +1170,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -1052,6 +1181,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -1079,10 +1211,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -1097,6 +1231,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -1135,6 +1270,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -1147,12 +1283,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -1163,6 +1303,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -1170,6 +1311,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -1184,6 +1326,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -1201,6 +1344,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -1213,6 +1357,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -1234,6 +1386,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -1251,6 +1404,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -1263,6 +1417,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -1285,6 +1447,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -1295,6 +1458,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -1315,6 +1479,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -1387,6 +1552,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -1397,6 +1563,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -1417,6 +1584,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -1505,16 +1673,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -1570,6 +1749,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -1580,6 +1760,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -1600,6 +1781,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -1662,6 +1844,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -1673,6 +1858,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -1682,6 +1869,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -1712,6 +1902,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic options: items: properties: @@ -1721,10 +1912,12 @@ spec: type: string type: object type: array + x-kubernetes-list-type: atomic searches: items: type: string type: array + x-kubernetes-list-type: atomic type: object dnsPolicy: type: string @@ -1737,8 +1930,11 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic ip: type: string + required: + - ip type: object type: array hostIPC: @@ -1755,6 +1951,7 @@ spec: items: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1766,10 +1963,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -1784,6 +1983,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -1822,6 +2022,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -1834,12 +2035,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -1850,6 +2055,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -1857,6 +2063,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -1871,6 +2078,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -1888,6 +2096,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -1900,6 +2109,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -1921,6 +2138,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -1938,6 +2156,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -1950,6 +2169,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -1972,6 +2199,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -1982,6 +2210,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -2002,6 +2231,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -2076,6 +2306,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -2086,6 +2317,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -2106,6 +2338,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -2196,16 +2429,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -2261,6 +2505,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -2271,6 +2516,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -2291,6 +2537,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -2353,6 +2600,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -2364,6 +2614,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -2373,6 +2625,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -2385,6 +2640,10 @@ spec: type: object logger: properties: + metadataHeaders: + items: + type: string + type: array mode: enum: - all @@ -2482,6 +2741,15 @@ spec: x-kubernetes-list-type: map securityContext: properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object fsGroup: format: int64 type: integer @@ -2520,6 +2788,7 @@ spec: format: int64 type: integer type: array + x-kubernetes-list-type: atomic sysctls: items: properties: @@ -2532,6 +2801,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic windowsOptions: properties: gmsaCredentialSpec: @@ -2592,11 +2862,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -2685,6 +2957,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic path: type: string readOnly: @@ -2694,6 +2967,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -2711,6 +2985,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -2739,7 +3014,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -2754,6 +3031,7 @@ spec: nodePublishSecretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -2809,6 +3087,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object emptyDir: properties: @@ -2833,6 +3112,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic dataSource: properties: apiGroup: @@ -2862,18 +3142,6 @@ spec: type: object resources: properties: - claims: - items: - properties: - name: - type: string - required: - - name - type: object - type: array - x-kubernetes-list-map-keys: - - name - x-kubernetes-list-type: map limits: additionalProperties: anyOf: @@ -2904,11 +3172,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -2917,6 +3187,8 @@ spec: x-kubernetes-map-type: atomic storageClassName: type: string + volumeAttributesClassName: + type: string volumeMode: type: string volumeName: @@ -2939,10 +3211,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic wwids: items: type: string type: array + x-kubernetes-list-type: atomic type: object flexVolume: properties: @@ -2959,6 +3233,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -3039,11 +3314,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic readOnly: type: boolean secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -3105,6 +3382,45 @@ spec: sources: items: properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object configMap: properties: items: @@ -3122,7 +3438,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -3168,6 +3486,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object secret: properties: @@ -3186,7 +3505,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -3206,6 +3527,7 @@ spec: type: object type: object type: array + x-kubernetes-list-type: atomic type: object quobyte: properties: @@ -3237,6 +3559,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic pool: type: string readOnly: @@ -3244,6 +3567,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -3266,6 +3590,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -3304,6 +3629,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic optional: type: boolean secretName: @@ -3318,6 +3644,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -3369,11 +3696,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -3385,11 +3714,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic weight: @@ -3400,6 +3731,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: properties: nodeSelectorTerms: @@ -3416,11 +3748,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -3432,14 +3766,17 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic type: array + x-kubernetes-list-type: atomic required: - nodeSelectorTerms type: object @@ -3465,17 +3802,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -3489,11 +3838,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -3504,6 +3855,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -3517,6 +3869,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -3533,17 +3886,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -3557,11 +3922,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -3572,12 +3939,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object podAntiAffinity: properties: @@ -3599,17 +3968,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -3623,11 +4004,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -3638,6 +4021,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -3651,6 +4035,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -3667,17 +4052,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -3691,11 +4088,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -3706,12 +4105,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object type: object annotations: @@ -3742,10 +4143,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -3760,6 +4163,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -3798,6 +4202,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -3810,12 +4215,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -3826,6 +4235,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -3833,6 +4243,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -3847,6 +4258,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -3864,6 +4276,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -3876,6 +4289,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -3897,6 +4318,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -3914,6 +4336,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -3926,6 +4349,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -3948,6 +4379,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -3958,6 +4390,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -3978,6 +4411,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4050,6 +4484,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -4060,6 +4495,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -4080,6 +4516,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4168,16 +4605,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -4233,6 +4681,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -4243,6 +4692,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -4263,6 +4713,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4325,6 +4776,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -4336,6 +4790,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -4345,6 +4801,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -4375,6 +4834,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic options: items: properties: @@ -4384,10 +4844,12 @@ spec: type: string type: object type: array + x-kubernetes-list-type: atomic searches: items: type: string type: array + x-kubernetes-list-type: atomic type: object dnsPolicy: type: string @@ -4400,8 +4862,11 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic ip: type: string + required: + - ip type: object type: array hostIPC: @@ -4420,10 +4885,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -4438,6 +4905,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -4476,6 +4944,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -4488,12 +4957,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -4504,6 +4977,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -4511,6 +4985,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -4525,6 +5000,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -4542,6 +5018,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4554,6 +5031,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -4575,6 +5060,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -4592,6 +5078,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4604,6 +5091,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -4626,6 +5121,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -4636,6 +5132,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -4656,6 +5153,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4728,6 +5226,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -4738,6 +5237,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -4758,6 +5258,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4846,16 +5347,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -4911,6 +5423,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -4921,6 +5434,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -4941,6 +5455,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5018,6 +5533,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -5029,6 +5547,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -5038,6 +5558,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -5045,6 +5568,7 @@ spec: items: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -5056,10 +5580,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -5074,6 +5600,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -5112,6 +5639,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -5124,12 +5652,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -5140,6 +5672,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -5147,6 +5680,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -5161,6 +5695,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -5178,6 +5713,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5190,6 +5726,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -5211,6 +5755,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -5228,6 +5773,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5240,6 +5786,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -5262,6 +5816,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -5272,6 +5827,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -5292,6 +5848,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5366,6 +5923,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -5376,6 +5934,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -5396,6 +5955,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5486,16 +6046,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean - capabilities: + appArmorProfile: properties: - add: - items: - type: string - type: array - drop: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -5551,6 +6122,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -5561,6 +6133,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -5581,6 +6154,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5643,6 +6217,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -5654,6 +6231,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -5663,6 +6242,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -5679,10 +6261,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -5697,6 +6281,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -5735,6 +6320,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -5747,12 +6333,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -5763,6 +6353,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -5770,6 +6361,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -5784,6 +6376,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -5801,6 +6394,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5813,6 +6407,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -5834,6 +6436,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -5851,6 +6454,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5863,6 +6467,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -5885,6 +6497,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -5895,6 +6508,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -5915,6 +6529,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5987,6 +6602,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -5997,6 +6613,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -6017,6 +6634,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -6105,16 +6723,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -6170,6 +6799,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -6180,6 +6810,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -6200,6 +6831,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -6277,6 +6909,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -6288,6 +6923,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -6297,11 +6934,18 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object logger: properties: + metadataHeaders: + items: + type: string + type: array mode: enum: - all @@ -6321,10 +6965,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -6339,6 +6985,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -6377,6 +7024,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -6389,12 +7037,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -6405,6 +7057,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -6412,6 +7065,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -6426,6 +7080,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -6443,6 +7098,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -6455,6 +7111,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -6476,6 +7140,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -6493,6 +7158,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -6505,6 +7171,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -6527,6 +7201,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -6537,6 +7212,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -6557,6 +7233,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -6638,6 +7315,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -6648,6 +7326,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -6668,6 +7347,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -6758,16 +7438,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -6823,6 +7514,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -6833,6 +7525,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -6853,6 +7546,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -6930,6 +7624,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -6941,6 +7638,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -6950,6 +7649,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -6966,10 +7668,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -6984,6 +7688,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -7022,6 +7727,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -7034,12 +7740,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -7050,6 +7760,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -7057,6 +7768,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -7071,6 +7783,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -7088,6 +7801,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7100,6 +7814,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -7121,6 +7843,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -7138,6 +7861,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7150,6 +7874,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -7172,6 +7904,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -7182,6 +7915,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -7202,6 +7936,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7274,6 +8009,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -7284,6 +8020,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -7304,6 +8041,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7392,16 +8130,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -7457,6 +8206,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -7467,6 +8217,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -7487,6 +8238,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7564,6 +8316,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -7575,6 +8330,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -7584,6 +8341,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -7606,10 +8366,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -7624,6 +8386,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -7662,6 +8425,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -7674,12 +8438,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -7690,6 +8458,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -7697,6 +8466,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -7711,6 +8481,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -7728,6 +8499,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7740,6 +8512,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -7761,6 +8541,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -7778,6 +8559,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7790,6 +8572,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -7812,6 +8602,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -7822,6 +8613,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -7842,6 +8634,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7914,6 +8707,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -7924,6 +8718,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -7944,6 +8739,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8032,16 +8828,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -8097,6 +8904,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -8107,6 +8915,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -8127,6 +8936,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8204,6 +9014,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -8215,6 +9028,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -8224,6 +9039,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -8233,10 +9051,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -8251,6 +9071,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -8289,6 +9110,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -8301,12 +9123,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -8317,6 +9143,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -8324,6 +9151,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -8338,6 +9166,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -8355,6 +9184,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8367,6 +9197,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -8388,6 +9226,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -8405,6 +9244,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8417,6 +9257,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -8439,6 +9287,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -8449,6 +9298,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -8469,6 +9319,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8541,6 +9392,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -8551,6 +9403,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -8571,6 +9424,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8659,16 +9513,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -8724,6 +9589,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -8734,6 +9600,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -8754,6 +9621,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8831,6 +9699,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -8842,6 +9713,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -8851,6 +9724,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -8867,10 +9743,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -8885,6 +9763,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -8923,6 +9802,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -8935,12 +9815,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -8951,6 +9835,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -8958,6 +9843,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -8972,6 +9858,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -8989,6 +9876,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9001,6 +9889,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -9022,6 +9918,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -9039,6 +9936,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9051,6 +9949,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -9073,6 +9979,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -9083,6 +9990,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -9103,6 +10011,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9175,6 +10084,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -9185,6 +10095,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -9205,6 +10116,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9293,16 +10205,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -9358,6 +10281,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -9368,6 +10292,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -9388,6 +10313,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9465,6 +10391,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -9476,6 +10405,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -9485,6 +10416,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -9545,6 +10479,15 @@ spec: x-kubernetes-list-type: map securityContext: properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object fsGroup: format: int64 type: integer @@ -9583,6 +10526,7 @@ spec: format: int64 type: integer type: array + x-kubernetes-list-type: atomic sysctls: items: properties: @@ -9595,6 +10539,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic windowsOptions: properties: gmsaCredentialSpec: @@ -9621,10 +10566,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -9639,6 +10586,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -9677,6 +10625,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -9689,12 +10638,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -9705,6 +10658,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -9712,6 +10666,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -9726,6 +10681,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -9743,6 +10699,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9755,6 +10712,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -9776,6 +10741,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -9793,6 +10759,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9805,6 +10772,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -9827,6 +10802,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -9837,6 +10813,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -9857,6 +10834,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9929,6 +10907,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -9939,6 +10918,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -9959,6 +10939,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10047,16 +11028,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -10112,6 +11104,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -10122,6 +11115,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -10142,6 +11136,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10219,6 +11214,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -10230,6 +11228,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -10239,6 +11239,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -10250,10 +11253,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -10268,6 +11273,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -10306,6 +11312,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -10318,12 +11325,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -10334,6 +11345,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -10341,6 +11353,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -10355,6 +11368,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -10372,6 +11386,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10384,6 +11399,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -10405,6 +11428,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -10422,6 +11446,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10434,6 +11459,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -10456,6 +11489,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -10466,6 +11500,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -10486,6 +11521,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10558,6 +11594,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -10568,6 +11605,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -10588,6 +11626,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10676,16 +11715,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -10741,6 +11791,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -10751,6 +11802,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -10771,6 +11823,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10848,6 +11901,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -10859,6 +11915,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -10868,6 +11926,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -10909,11 +11970,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -10955,10 +12018,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -10973,6 +12038,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -11011,6 +12077,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -11023,12 +12090,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -11039,6 +12110,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -11046,6 +12118,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -11060,6 +12133,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -11077,6 +12151,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -11089,6 +12164,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -11110,6 +12193,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -11127,6 +12211,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -11139,6 +12224,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -11161,6 +12254,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -11171,6 +12265,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -11191,6 +12286,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -11263,6 +12359,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -11273,6 +12370,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -11293,6 +12391,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -11381,16 +12480,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -11446,6 +12556,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -11456,6 +12567,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -11476,6 +12588,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -11553,6 +12666,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -11564,6 +12680,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -11573,6 +12691,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -11629,6 +12750,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic path: type: string readOnly: @@ -11638,6 +12760,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -11655,6 +12778,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -11683,7 +12807,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -11698,6 +12824,7 @@ spec: nodePublishSecretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -11753,6 +12880,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object emptyDir: properties: @@ -11777,6 +12905,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic dataSource: properties: apiGroup: @@ -11806,18 +12935,6 @@ spec: type: object resources: properties: - claims: - items: - properties: - name: - type: string - required: - - name - type: object - type: array - x-kubernetes-list-map-keys: - - name - x-kubernetes-list-type: map limits: additionalProperties: anyOf: @@ -11848,11 +12965,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -11861,6 +12980,8 @@ spec: x-kubernetes-map-type: atomic storageClassName: type: string + volumeAttributesClassName: + type: string volumeMode: type: string volumeName: @@ -11883,10 +13004,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic wwids: items: type: string type: array + x-kubernetes-list-type: atomic type: object flexVolume: properties: @@ -11903,6 +13026,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -11983,11 +13107,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic readOnly: type: boolean secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -12049,6 +13175,45 @@ spec: sources: items: properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object configMap: properties: items: @@ -12066,7 +13231,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -12112,6 +13279,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object secret: properties: @@ -12130,7 +13298,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -12150,6 +13320,7 @@ spec: type: object type: object type: array + x-kubernetes-list-type: atomic type: object quobyte: properties: @@ -12181,6 +13352,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic pool: type: string readOnly: @@ -12188,6 +13360,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -12209,94 +13382,3647 @@ spec: type: boolean secretRef: properties: - name: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + workerSpec: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + automountServiceAccountToken: + type: boolean + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + x-kubernetes-list-type: atomic + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + x-kubernetes-list-type: atomic + searches: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + ephemeralContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + targetContainerName: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + x-kubernetes-list-type: atomic + ip: + type: string + required: + - ip + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + required: + - name + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + x-kubernetes-list-type: atomic + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + size: + type: integer + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: type: string type: object - x-kubernetes-map-type: atomic - sslEnabled: - type: boolean - storageMode: - type: string - storagePool: - type: string - system: - type: string - volumeName: - type: string - required: - - gateway - - secretRef - - system - type: object - secret: - properties: - defaultMode: - format: int32 - type: integer - items: - items: - properties: - key: - type: string - mode: - format: int32 - type: integer - path: - type: string - required: - - key - - path - type: object - type: array - optional: - type: boolean - secretName: - type: string - type: object - storageos: - properties: - fsType: - type: string - readOnly: - type: boolean - secretRef: + vsphereVolume: properties: - name: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: type: string + required: + - volumePath type: object - x-kubernetes-map-type: atomic - volumeName: - type: string - volumeNamespace: - type: string - type: object - vsphereVolume: - properties: - fsType: - type: string - storagePolicyID: - type: string - storagePolicyName: - type: string - volumePath: - type: string required: - - volumePath + - name type: object - required: - - name - type: object - type: array + type: array + type: object xgboost: properties: args: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -12311,6 +17037,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -12349,6 +17076,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -12361,12 +17089,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -12377,6 +17109,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -12384,6 +17117,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -12398,6 +17132,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -12415,6 +17150,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -12427,6 +17163,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -12448,6 +17192,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -12465,6 +17210,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -12477,6 +17223,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -12499,6 +17253,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -12509,6 +17264,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -12529,6 +17285,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -12601,6 +17358,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -12611,6 +17369,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -12631,6 +17390,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -12719,16 +17479,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -12784,6 +17555,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -12794,6 +17566,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -12814,6 +17587,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -12891,6 +17665,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -12902,6 +17679,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -12911,6 +17690,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -12940,11 +17722,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -12956,11 +17740,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic weight: @@ -12971,6 +17757,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: properties: nodeSelectorTerms: @@ -12987,11 +17774,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -13003,14 +17792,17 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic type: array + x-kubernetes-list-type: atomic required: - nodeSelectorTerms type: object @@ -13036,17 +17828,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -13060,11 +17864,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -13075,6 +17881,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -13088,6 +17895,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -13104,17 +17912,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -13128,11 +17948,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -13143,12 +17965,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object podAntiAffinity: properties: @@ -13170,17 +17994,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -13194,11 +18030,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -13209,6 +18047,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -13222,6 +18061,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -13238,17 +18078,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -13262,11 +18114,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -13277,12 +18131,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object type: object annotations: @@ -13313,10 +18169,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -13331,6 +18189,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -13369,6 +18228,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -13381,12 +18241,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -13397,6 +18261,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -13404,6 +18269,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -13418,6 +18284,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -13435,6 +18302,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -13447,6 +18315,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -13468,6 +18344,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -13485,6 +18362,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -13497,6 +18375,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -13519,6 +18405,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -13529,6 +18416,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -13549,6 +18437,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -13621,6 +18510,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -13631,6 +18521,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -13651,6 +18542,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -13739,16 +18631,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -13804,6 +18707,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -13814,6 +18718,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -13834,6 +18739,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -13896,6 +18802,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -13907,6 +18816,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -13916,6 +18827,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -13946,6 +18860,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic options: items: properties: @@ -13955,10 +18870,12 @@ spec: type: string type: object type: array + x-kubernetes-list-type: atomic searches: items: type: string type: array + x-kubernetes-list-type: atomic type: object dnsPolicy: type: string @@ -13971,8 +18888,11 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic ip: type: string + required: + - ip type: object type: array hostIPC: @@ -13989,6 +18909,7 @@ spec: items: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -14000,10 +18921,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -14018,6 +18941,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -14056,6 +18980,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -14068,12 +18993,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -14084,6 +19013,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -14091,6 +19021,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -14105,6 +19036,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -14122,6 +19054,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -14134,6 +19067,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -14155,6 +19096,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -14172,6 +19114,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -14184,6 +19127,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -14206,6 +19157,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -14216,6 +19168,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -14236,6 +19189,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -14310,6 +19264,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -14320,6 +19275,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -14340,6 +19296,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -14430,16 +19387,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -14495,6 +19463,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -14505,6 +19474,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -14525,6 +19495,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -14587,6 +19558,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -14598,6 +19572,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -14607,6 +19583,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -14619,6 +19598,10 @@ spec: type: object logger: properties: + metadataHeaders: + items: + type: string + type: array mode: enum: - all @@ -14716,6 +19699,15 @@ spec: x-kubernetes-list-type: map securityContext: properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object fsGroup: format: int64 type: integer @@ -14754,6 +19746,7 @@ spec: format: int64 type: integer type: array + x-kubernetes-list-type: atomic sysctls: items: properties: @@ -14766,6 +19759,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic windowsOptions: properties: gmsaCredentialSpec: @@ -14826,11 +19820,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -14919,6 +19915,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic path: type: string readOnly: @@ -14928,6 +19925,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -14945,6 +19943,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -14973,7 +19972,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -14988,6 +19989,7 @@ spec: nodePublishSecretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -15043,6 +20045,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object emptyDir: properties: @@ -15067,6 +20070,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic dataSource: properties: apiGroup: @@ -15096,18 +20100,6 @@ spec: type: object resources: properties: - claims: - items: - properties: - name: - type: string - required: - - name - type: object - type: array - x-kubernetes-list-map-keys: - - name - x-kubernetes-list-type: map limits: additionalProperties: anyOf: @@ -15138,11 +20130,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -15151,6 +20145,8 @@ spec: x-kubernetes-map-type: atomic storageClassName: type: string + volumeAttributesClassName: + type: string volumeMode: type: string volumeName: @@ -15173,10 +20169,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic wwids: items: type: string type: array + x-kubernetes-list-type: atomic type: object flexVolume: properties: @@ -15193,6 +20191,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -15273,11 +20272,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic readOnly: type: boolean secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -15339,6 +20340,45 @@ spec: sources: items: properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object configMap: properties: items: @@ -15356,7 +20396,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -15402,6 +20444,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object secret: properties: @@ -15420,7 +20463,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -15440,6 +20485,7 @@ spec: type: object type: object type: array + x-kubernetes-list-type: atomic type: object quobyte: properties: @@ -15471,6 +20517,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic pool: type: string readOnly: @@ -15478,6 +20525,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -15500,6 +20548,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -15538,6 +20587,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic optional: type: boolean secretName: @@ -15552,6 +20602,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic diff --git a/charts/kserve-crd/templates/serving.kserve.io_localmodelnodegroups.yaml b/charts/kserve-crd/templates/serving.kserve.io_localmodelnodegroups.yaml new file mode 100644 index 00000000000..262d2130153 --- /dev/null +++ b/charts/kserve-crd/templates/serving.kserve.io_localmodelnodegroups.yaml @@ -0,0 +1,683 @@ +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: localmodelnodegroups.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: LocalModelNodeGroup + listKind: LocalModelNodeGroupList + plural: localmodelnodegroups + singular: localmodelnodegroup + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + persistentVolumeClaimSpec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + persistentVolumeSpec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + secretNamespace: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + capacity: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + claimRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + resourceVersion: + type: string + uid: + type: string + type: object + x-kubernetes-map-type: granular + csi: + properties: + controllerExpandSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + controllerPublishSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + driver: + type: string + fsType: + type: string + nodeExpandSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + nodePublishSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + nodeStageSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + volumeHandle: + type: string + required: + - driver + - volumeHandle + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + glusterfs: + properties: + endpoints: + type: string + endpointsNamespace: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + local: + properties: + fsType: + type: string + path: + type: string + required: + - path + type: object + mountOptions: + items: + type: string + type: array + x-kubernetes-list-type: atomic + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + nodeAffinity: + properties: + required: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + persistentVolumeReclaimPolicy: + type: string + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + storageClassName: + type: string + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + resourceVersion: + type: string + uid: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + volumeAttributesClassName: + type: string + volumeMode: + type: string + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + type: object + storageLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + required: + - persistentVolumeClaimSpec + - persistentVolumeSpec + - storageLimit + type: object + status: + properties: + available: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + used: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + served: true + storage: true diff --git a/charts/kserve-crd/templates/serving.kserve.io_servingruntimes.yaml b/charts/kserve-crd/templates/serving.kserve.io_servingruntimes.yaml index a672f2011a2..eb0137bf377 100644 --- a/charts/kserve-crd/templates/serving.kserve.io_servingruntimes.yaml +++ b/charts/kserve-crd/templates/serving.kserve.io_servingruntimes.yaml @@ -2,7 +2,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: servingruntimes.serving.kserve.io spec: group: serving.kserve.io @@ -58,11 +58,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -74,11 +76,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic weight: @@ -89,6 +93,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: properties: nodeSelectorTerms: @@ -105,11 +110,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -121,14 +128,17 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic type: array + x-kubernetes-list-type: atomic required: - nodeSelectorTerms type: object @@ -154,17 +164,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -178,11 +200,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -193,6 +217,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -206,6 +231,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -222,17 +248,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -246,11 +284,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -261,12 +301,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object podAntiAffinity: properties: @@ -288,17 +330,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -312,11 +366,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -327,6 +383,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -340,6 +397,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -356,17 +414,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -380,11 +450,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -395,12 +467,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object type: object annotations: @@ -423,6 +497,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -461,6 +536,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -489,10 +565,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -507,6 +585,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -545,6 +624,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -557,12 +637,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -573,6 +657,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -580,6 +665,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -594,6 +680,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -611,6 +698,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -623,6 +711,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -644,6 +740,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -661,6 +758,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -673,6 +771,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -695,6 +801,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -705,6 +812,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -725,6 +833,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -799,6 +908,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -809,6 +919,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -829,6 +940,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -919,16 +1031,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -984,6 +1107,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -994,6 +1118,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -1014,6 +1139,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -1076,6 +1202,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -1087,6 +1216,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -1096,6 +1227,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -1108,12 +1242,15 @@ spec: type: string grpcEndpoint: type: string + hostIPC: + type: boolean httpDataEndpoint: type: string imagePullSecrets: items: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1225,6 +1362,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic path: type: string readOnly: @@ -1234,6 +1372,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1251,6 +1390,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1279,7 +1419,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -1294,6 +1436,7 @@ spec: nodePublishSecretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1349,6 +1492,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object emptyDir: properties: @@ -1373,6 +1517,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic dataSource: properties: apiGroup: @@ -1402,18 +1547,6 @@ spec: type: object resources: properties: - claims: - items: - properties: - name: - type: string - required: - - name - type: object - type: array - x-kubernetes-list-map-keys: - - name - x-kubernetes-list-type: map limits: additionalProperties: anyOf: @@ -1444,11 +1577,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -1457,6 +1592,8 @@ spec: x-kubernetes-map-type: atomic storageClassName: type: string + volumeAttributesClassName: + type: string volumeMode: type: string volumeName: @@ -1479,10 +1616,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic wwids: items: type: string type: array + x-kubernetes-list-type: atomic type: object flexVolume: properties: @@ -1499,6 +1638,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1579,11 +1719,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic readOnly: type: boolean secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1645,6 +1787,45 @@ spec: sources: items: properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object configMap: properties: items: @@ -1662,7 +1843,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -1708,6 +1891,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object secret: properties: @@ -1726,7 +1910,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -1746,6 +1932,7 @@ spec: type: object type: object type: array + x-kubernetes-list-type: atomic type: object quobyte: properties: @@ -1777,6 +1964,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic pool: type: string readOnly: @@ -1784,6 +1972,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1806,6 +1995,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1844,6 +2034,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic optional: type: boolean secretName: @@ -1858,6 +2049,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1883,6 +2075,1935 @@ spec: - name type: object type: array + workerSpec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + hostIPC: + type: boolean + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + nodeSelector: + additionalProperties: + type: string + type: object + size: + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + required: + - containers + type: object required: - containers type: object diff --git a/charts/kserve-crd/templates/serving.kserve.io_trainedmodels.yaml b/charts/kserve-crd/templates/serving.kserve.io_trainedmodels.yaml index 2725673e107..57b55fdc7c2 100644 --- a/charts/kserve-crd/templates/serving.kserve.io_trainedmodels.yaml +++ b/charts/kserve-crd/templates/serving.kserve.io_trainedmodels.yaml @@ -2,7 +2,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: trainedmodels.serving.kserve.io spec: group: serving.kserve.io diff --git a/charts/kserve-resources/Chart.yaml b/charts/kserve-resources/Chart.yaml index 0f57a6b3e22..f5e812813ae 100644 --- a/charts/kserve-resources/Chart.yaml +++ b/charts/kserve-resources/Chart.yaml @@ -1,6 +1,6 @@ apiVersion: v1 name: kserve -version: v0.13.0 +version: v0.14.0 description: Helm chart for deploying kserve resources keywords: - kserve diff --git a/charts/kserve-resources/README.md b/charts/kserve-resources/README.md index 167d75f6268..60762bcbf08 100644 --- a/charts/kserve-resources/README.md +++ b/charts/kserve-resources/README.md @@ -2,14 +2,14 @@ Helm chart for deploying kserve resources -![Version: v0.13.0](https://img.shields.io/badge/Version-v0.13.0-informational?style=flat-square) +![Version: v0.14.0](https://img.shields.io/badge/Version-v0.14.0-informational?style=flat-square) ## Installing the Chart To install the chart, run the following: ```console -$ helm install kserve oci://ghcr.io/kserve/charts/kserve --version v0.13.0 +$ helm install kserve oci://ghcr.io/kserve/charts/kserve --version v0.14.0 ``` ## Values @@ -17,39 +17,58 @@ $ helm install kserve oci://ghcr.io/kserve/charts/kserve --version v0.13.0 | Key | Type | Default | Description | |-----|------|---------|-------------| | kserve.agent.image | string | `"kserve/agent"` | | -| kserve.agent.tag | string | `"v0.13.0"` | | -| kserve.controller.affinity | object | `{}` | | -| kserve.controller.deploymentMode | string | `"Serverless"` | | -| kserve.controller.gateway.additionalIngressDomains | list | `[]` | | -| kserve.controller.gateway.disableIngressCreation | bool | `false` | | -| kserve.controller.gateway.disableIstioVirtualHost | bool | `false` | | -| kserve.controller.gateway.domain | string | `"example.com"` | | -| kserve.controller.gateway.domainTemplate | string | `"{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}"` | | +| kserve.agent.tag | string | `"v0.14.0"` | | +| kserve.controller.affinity | object | `{}` | A Kubernetes Affinity, if required. For more information, see [Affinity v1 core](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.27/#affinity-v1-core). For example: affinity: nodeAffinity: requiredDuringSchedulingIgnoredDuringExecution: nodeSelectorTerms: - matchExpressions: - key: foo.bar.com/role operator: In values: - master | +| kserve.controller.annotations | object | `{}` | Optional additional annotations to add to the controller deployment. | +| kserve.controller.containerSecurityContext | object | `{"allowPrivilegeEscalation":false,"capabilities":{"drop":["ALL"]},"privileged":false,"readOnlyRootFilesystem":true,"runAsNonRoot":true}` | Container Security Context to be set on the controller component container. For more information, see [Configure a Security Context for a Pod or Container](https://kubernetes.io/docs/tasks/configure-pod-container/security-context/). | +| kserve.controller.deploymentMode | string | `"Serverless"` | KServe deployment mode: "Serverless", "RawDeployment". | +| kserve.controller.gateway.additionalIngressDomains | list | `[]` | Optional additional domains for ingress routing. | +| kserve.controller.gateway.disableIngressCreation | bool | `false` | Whether to disable ingress creation for RawDeployment mode. | +| kserve.controller.gateway.disableIstioVirtualHost | bool | `false` | DisableIstioVirtualHost controls whether to use istio as network layer for top level component routing or path based routing. This configuration is only applicable for Serverless mode, when disabled Istio is no longer required. | +| kserve.controller.gateway.domain | string | `"example.com"` | Ingress domain for RawDeployment mode, for Serverless it is configured in Knative. | +| kserve.controller.gateway.domainTemplate | string | `"{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}"` | Ingress domain template for RawDeployment mode, for Serverless mode it is configured in Knative. | | kserve.controller.gateway.ingressGateway.className | string | `"istio"` | | | kserve.controller.gateway.ingressGateway.gateway | string | `"knative-serving/knative-ingress-gateway"` | | -| kserve.controller.gateway.ingressGateway.gatewayService | string | `"istio-ingressgateway.istio-system.svc.cluster.local"` | | -| kserve.controller.gateway.localGateway.gateway | string | `"knative-serving/knative-local-gateway"` | | -| kserve.controller.gateway.localGateway.gatewayService | string | `"knative-local-gateway.istio-system.svc.cluster.local"` | | -| kserve.controller.gateway.urlScheme | string | `"http"` | | -| kserve.controller.image | string | `"kserve/kserve-controller"` | | -| kserve.controller.nodeSelector | object | `{}` | | -| kserve.controller.rbacProxyImage | string | `"gcr.io/kubebuilder/kube-rbac-proxy:v0.13.1"` | | -| kserve.controller.resources.limits.cpu | string | `"100m"` | | -| kserve.controller.resources.limits.memory | string | `"300Mi"` | | -| kserve.controller.resources.requests.cpu | string | `"100m"` | | -| kserve.controller.resources.requests.memory | string | `"300Mi"` | | -| kserve.controller.tag | string | `"v0.13.0"` | | -| kserve.controller.tolerations | list | `[]` | | -| kserve.controller.topologySpreadConstraints | list | `[]` | | -| kserve.metricsaggregator.enableMetricAggregation | string | `"false"` | | -| kserve.metricsaggregator.enablePrometheusScraping | string | `"false"` | | +| kserve.controller.gateway.localGateway.gateway | string | `"knative-serving/knative-local-gateway"` | localGateway specifies the gateway which handles the network traffic within the cluster. | +| kserve.controller.gateway.localGateway.gatewayService | string | `"knative-local-gateway.istio-system.svc.cluster.local"` | localGatewayService specifies the hostname of the local gateway service. | +| kserve.controller.gateway.localGateway.knativeGatewayService | string | `""` | knativeLocalGatewayService specifies the hostname of the Knative's local gateway service. When unset, the value of "localGatewayService" will be used. When enabling strict mTLS in Istio, KServe local gateway should be created and pointed to the Knative local gateway. | +| kserve.controller.gateway.urlScheme | string | `"http"` | HTTP endpoint url scheme. | +| kserve.controller.image | string | `"kserve/kserve-controller"` | KServe controller container image name. | +| kserve.controller.imagePullSecrets | list | `[]` | Reference to one or more secrets to be used when pulling images. For more information, see [Pull an Image from a Private Registry](https://kubernetes.io/docs/tasks/configure-pod-container/pull-image-private-registry/). For example: imagePullSecrets: - name: "image-pull-secret" | +| kserve.controller.knativeAddressableResolver | object | `{"enabled":false}` | Indicates whether to create an addressable resolver ClusterRole for Knative Eventing. This ClusterRole grants the necessary permissions for the Knative's DomainMapping reconciler to resolve InferenceService addressables. | +| kserve.controller.labels | object | `{}` | Optional additional labels to add to the controller deployment. | +| kserve.controller.nodeSelector | object | `{}` | The nodeSelector on Pods tells Kubernetes to schedule Pods on the nodes with matching labels. For more information, see [Assigning Pods to Nodes](https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/). | +| kserve.controller.podAnnotations | object | `{}` | Optional additional labels to add to the controller Pods. | +| kserve.controller.podLabels | object | `{}` | Optional additional labels to add to the controller Pods. | +| kserve.controller.rbacProxy.resources.limits.cpu | string | `"100m"` | | +| kserve.controller.rbacProxy.resources.limits.memory | string | `"300Mi"` | | +| kserve.controller.rbacProxy.resources.requests.cpu | string | `"100m"` | | +| kserve.controller.rbacProxy.resources.requests.memory | string | `"300Mi"` | | +| kserve.controller.rbacProxy.securityContext.allowPrivilegeEscalation | bool | `false` | | +| kserve.controller.rbacProxy.securityContext.capabilities.drop[0] | string | `"ALL"` | | +| kserve.controller.rbacProxy.securityContext.privileged | bool | `false` | | +| kserve.controller.rbacProxy.securityContext.readOnlyRootFilesystem | bool | `true` | | +| kserve.controller.rbacProxy.securityContext.runAsNonRoot | bool | `true` | | +| kserve.controller.rbacProxyImage | string | `"quay.io/brancz/kube-rbac-proxy:v0.18.0"` | KServe controller manager rbac proxy contrainer image | +| kserve.controller.resources | object | `{"limits":{"cpu":"100m","memory":"300Mi"},"requests":{"cpu":"100m","memory":"300Mi"}}` | Resources to provide to the kserve controller pod. For example: requests: cpu: 10m memory: 32Mi For more information, see [Resource Management for Pods and Containers](https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/). | +| kserve.controller.securityContext | object | `{"runAsNonRoot":true}` | Pod Security Context. For more information, see [Configure a Security Context for a Pod or Container](https://kubernetes.io/docs/tasks/configure-pod-container/security-context/). | +| kserve.controller.tag | string | `"v0.14.0"` | KServe controller contrainer image tag. | +| kserve.controller.tolerations | list | `[]` | A list of Kubernetes Tolerations, if required. For more information, see [Toleration v1 core](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.27/#toleration-v1-core). For example: tolerations: - key: foo.bar.com/role operator: Equal value: master effect: NoSchedule | +| kserve.controller.topologySpreadConstraints | list | `[]` | A list of Kubernetes TopologySpreadConstraints, if required. For more information, see [Topology spread constraint v1 core](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.27/#topologyspreadconstraint-v1-core For example: topologySpreadConstraints: - maxSkew: 2 topologyKey: topology.kubernetes.io/zone whenUnsatisfiable: ScheduleAnyway labelSelector: matchLabels: app.kubernetes.io/instance: kserve-controller-manager app.kubernetes.io/component: controller | +| kserve.localmodel.controller.image | string | `"kserve/kserve-localmodel-controller"` | | +| kserve.localmodel.controller.tag | string | `"v0.14.0"` | | +| kserve.localmodel.enabled | bool | `false` | | +| kserve.localmodel.jobNamespace | string | `"kserve-localmodel-jobs"` | | +| kserve.localmodel.securityContext.FSGroup | int | `1000` | | +| kserve.metricsaggregator.enableMetricAggregation | string | `"false"` | configures metric aggregation annotation. This adds the annotation serving.kserve.io/enable-metric-aggregation to every service with the specified boolean value. If true enables metric aggregation in queue-proxy by setting env vars in the queue proxy container to configure scraping ports. | +| kserve.metricsaggregator.enablePrometheusScraping | string | `"false"` | If true, prometheus annotations are added to the pod to scrape the metrics. If serving.kserve.io/enable-metric-aggregation is false, the prometheus port is set with the default prometheus scraping port 9090, otherwise the prometheus port annotation is set with the metric aggregation port. | | kserve.modelmesh.config.modelmeshImage | string | `"kserve/modelmesh"` | | -| kserve.modelmesh.config.modelmeshImageTag | string | `"v0.12.0-rc0"` | | +| kserve.modelmesh.config.modelmeshImageTag | string | `"v0.12.0"` | | | kserve.modelmesh.config.modelmeshRuntimeAdapterImage | string | `"kserve/modelmesh-runtime-adapter"` | | -| kserve.modelmesh.config.modelmeshRuntimeAdapterImageTag | string | `"v0.12.0-rc0"` | | +| kserve.modelmesh.config.modelmeshRuntimeAdapterImageTag | string | `"v0.12.0"` | | | kserve.modelmesh.config.podsPerRuntime | int | `2` | | | kserve.modelmesh.config.restProxyImage | string | `"kserve/rest-proxy"` | | -| kserve.modelmesh.config.restProxyImageTag | string | `"v0.12.0-rc0"` | | +| kserve.modelmesh.config.restProxyImageTag | string | `"v0.12.0"` | | | kserve.modelmesh.controller.affinity.podAntiAffinity.preferredDuringSchedulingIgnoredDuringExecution[0].podAffinityTerm.labelSelector.matchExpressions[0].key | string | `"control-plane"` | | | kserve.modelmesh.controller.affinity.podAntiAffinity.preferredDuringSchedulingIgnoredDuringExecution[0].podAffinityTerm.labelSelector.matchExpressions[0].operator | string | `"In"` | | | kserve.modelmesh.controller.affinity.podAntiAffinity.preferredDuringSchedulingIgnoredDuringExecution[0].podAffinityTerm.labelSelector.matchExpressions[0].values[0] | string | `"modelmesh-controller"` | | @@ -57,54 +76,117 @@ $ helm install kserve oci://ghcr.io/kserve/charts/kserve --version v0.13.0 | kserve.modelmesh.controller.affinity.podAntiAffinity.preferredDuringSchedulingIgnoredDuringExecution[0].weight | int | `100` | | | kserve.modelmesh.controller.image | string | `"kserve/modelmesh-controller"` | | | kserve.modelmesh.controller.nodeSelector | object | `{}` | | -| kserve.modelmesh.controller.tag | string | `"v0.12.0-rc0"` | | +| kserve.modelmesh.controller.tag | string | `"v0.12.0"` | | | kserve.modelmesh.controller.tolerations | list | `[]` | | | kserve.modelmesh.controller.topologySpreadConstraints | list | `[]` | | | kserve.modelmesh.enabled | bool | `true` | | -| kserve.modelmeshVersion | string | `"v0.12.0-rc0"` | | +| kserve.modelmeshVersion | string | `"v0.12.0"` | | | kserve.router.image | string | `"kserve/router"` | | -| kserve.router.tag | string | `"v0.13.0"` | | -| kserve.servingruntime.art.defaultVersion | string | `"v0.13.0"` | | +| kserve.router.tag | string | `"v0.14.0"` | | +| kserve.security.autoMountServiceAccountToken | bool | `true` | | +| kserve.servingruntime.art.defaultVersion | string | `"v0.14.0"` | | | kserve.servingruntime.art.image | string | `"kserve/art-explainer"` | | +| kserve.servingruntime.art.imagePullSecrets | list | `[]` | | +| kserve.servingruntime.huggingfaceserver.devShm.enabled | bool | `false` | | +| kserve.servingruntime.huggingfaceserver.devShm.sizeLimit | string | `""` | | +| kserve.servingruntime.huggingfaceserver.hostIPC.enabled | bool | `false` | | | kserve.servingruntime.huggingfaceserver.image | string | `"kserve/huggingfaceserver"` | | -| kserve.servingruntime.huggingfaceserver.tag | string | `"v0.13.0"` | | +| kserve.servingruntime.huggingfaceserver.imagePullSecrets | list | `[]` | | +| kserve.servingruntime.huggingfaceserver.securityContext.allowPrivilegeEscalation | bool | `false` | | +| kserve.servingruntime.huggingfaceserver.securityContext.capabilities.drop[0] | string | `"ALL"` | | +| kserve.servingruntime.huggingfaceserver.securityContext.privileged | bool | `false` | | +| kserve.servingruntime.huggingfaceserver.securityContext.runAsNonRoot | bool | `true` | | +| kserve.servingruntime.huggingfaceserver.tag | string | `"v0.14.0"` | | | kserve.servingruntime.lgbserver.image | string | `"kserve/lgbserver"` | | -| kserve.servingruntime.lgbserver.tag | string | `"v0.13.0"` | | +| kserve.servingruntime.lgbserver.imagePullSecrets | list | `[]` | | +| kserve.servingruntime.lgbserver.securityContext.allowPrivilegeEscalation | bool | `false` | | +| kserve.servingruntime.lgbserver.securityContext.capabilities.drop[0] | string | `"ALL"` | | +| kserve.servingruntime.lgbserver.securityContext.privileged | bool | `false` | | +| kserve.servingruntime.lgbserver.securityContext.runAsNonRoot | bool | `true` | | +| kserve.servingruntime.lgbserver.tag | string | `"v0.14.0"` | | | kserve.servingruntime.mlserver.image | string | `"docker.io/seldonio/mlserver"` | | +| kserve.servingruntime.mlserver.imagePullSecrets | list | `[]` | | | kserve.servingruntime.mlserver.modelClassPlaceholder | string | `"{{.Labels.modelClass}}"` | | +| kserve.servingruntime.mlserver.securityContext.allowPrivilegeEscalation | bool | `false` | | +| kserve.servingruntime.mlserver.securityContext.capabilities.drop[0] | string | `"ALL"` | | +| kserve.servingruntime.mlserver.securityContext.privileged | bool | `false` | | +| kserve.servingruntime.mlserver.securityContext.runAsNonRoot | bool | `true` | | | kserve.servingruntime.mlserver.tag | string | `"1.5.0"` | | | kserve.servingruntime.modelNamePlaceholder | string | `"{{.Name}}"` | | | kserve.servingruntime.paddleserver.image | string | `"kserve/paddleserver"` | | -| kserve.servingruntime.paddleserver.tag | string | `"v0.13.0"` | | +| kserve.servingruntime.paddleserver.imagePullSecrets | list | `[]` | | +| kserve.servingruntime.paddleserver.securityContext.allowPrivilegeEscalation | bool | `false` | | +| kserve.servingruntime.paddleserver.securityContext.capabilities.drop[0] | string | `"ALL"` | | +| kserve.servingruntime.paddleserver.securityContext.privileged | bool | `false` | | +| kserve.servingruntime.paddleserver.securityContext.runAsNonRoot | bool | `true` | | +| kserve.servingruntime.paddleserver.tag | string | `"v0.14.0"` | | | kserve.servingruntime.pmmlserver.image | string | `"kserve/pmmlserver"` | | -| kserve.servingruntime.pmmlserver.tag | string | `"v0.13.0"` | | +| kserve.servingruntime.pmmlserver.imagePullSecrets | list | `[]` | | +| kserve.servingruntime.pmmlserver.securityContext.allowPrivilegeEscalation | bool | `false` | | +| kserve.servingruntime.pmmlserver.securityContext.capabilities.drop[0] | string | `"ALL"` | | +| kserve.servingruntime.pmmlserver.securityContext.privileged | bool | `false` | | +| kserve.servingruntime.pmmlserver.securityContext.runAsNonRoot | bool | `true` | | +| kserve.servingruntime.pmmlserver.tag | string | `"v0.14.0"` | | | kserve.servingruntime.sklearnserver.image | string | `"kserve/sklearnserver"` | | -| kserve.servingruntime.sklearnserver.tag | string | `"v0.13.0"` | | +| kserve.servingruntime.sklearnserver.imagePullSecrets | list | `[]` | | +| kserve.servingruntime.sklearnserver.securityContext.allowPrivilegeEscalation | bool | `false` | | +| kserve.servingruntime.sklearnserver.securityContext.capabilities.drop[0] | string | `"ALL"` | | +| kserve.servingruntime.sklearnserver.securityContext.privileged | bool | `false` | | +| kserve.servingruntime.sklearnserver.securityContext.runAsNonRoot | bool | `true` | | +| kserve.servingruntime.sklearnserver.tag | string | `"v0.14.0"` | | | kserve.servingruntime.tensorflow.image | string | `"tensorflow/serving"` | | +| kserve.servingruntime.tensorflow.imagePullSecrets | list | `[]` | | +| kserve.servingruntime.tensorflow.securityContext.allowPrivilegeEscalation | bool | `false` | | +| kserve.servingruntime.tensorflow.securityContext.capabilities.drop[0] | string | `"ALL"` | | +| kserve.servingruntime.tensorflow.securityContext.privileged | bool | `false` | | +| kserve.servingruntime.tensorflow.securityContext.runAsNonRoot | bool | `true` | | +| kserve.servingruntime.tensorflow.securityContext.runAsUser | int | `1000` | | | kserve.servingruntime.tensorflow.tag | string | `"2.6.2"` | | | kserve.servingruntime.torchserve.image | string | `"pytorch/torchserve-kfs"` | | +| kserve.servingruntime.torchserve.imagePullSecrets | list | `[]` | | +| kserve.servingruntime.torchserve.securityContext.allowPrivilegeEscalation | bool | `false` | | +| kserve.servingruntime.torchserve.securityContext.capabilities.drop[0] | string | `"ALL"` | | +| kserve.servingruntime.torchserve.securityContext.privileged | bool | `false` | | +| kserve.servingruntime.torchserve.securityContext.runAsNonRoot | bool | `true` | | +| kserve.servingruntime.torchserve.securityContext.runAsUser | int | `1000` | | | kserve.servingruntime.torchserve.serviceEnvelopePlaceholder | string | `"{{.Labels.serviceEnvelope}}"` | | | kserve.servingruntime.torchserve.tag | string | `"0.9.0"` | | | kserve.servingruntime.tritonserver.image | string | `"nvcr.io/nvidia/tritonserver"` | | +| kserve.servingruntime.tritonserver.imagePullSecrets | list | `[]` | | +| kserve.servingruntime.tritonserver.securityContext.allowPrivilegeEscalation | bool | `false` | | +| kserve.servingruntime.tritonserver.securityContext.capabilities.drop[0] | string | `"ALL"` | | +| kserve.servingruntime.tritonserver.securityContext.privileged | bool | `false` | | +| kserve.servingruntime.tritonserver.securityContext.runAsNonRoot | bool | `true` | | +| kserve.servingruntime.tritonserver.securityContext.runAsUser | int | `1000` | | | kserve.servingruntime.tritonserver.tag | string | `"23.05-py3"` | | | kserve.servingruntime.xgbserver.image | string | `"kserve/xgbserver"` | | -| kserve.servingruntime.xgbserver.tag | string | `"v0.13.0"` | | -| kserve.storage.caBundleConfigMapName | string | `""` | | -| kserve.storage.caBundleVolumeMountPath | string | `"/etc/ssl/custom-certs"` | | -| kserve.storage.cpuModelcar | string | `"10m"` | | -| kserve.storage.enableModelcar | bool | `false` | | +| kserve.servingruntime.xgbserver.imagePullSecrets | list | `[]` | | +| kserve.servingruntime.xgbserver.securityContext.allowPrivilegeEscalation | bool | `false` | | +| kserve.servingruntime.xgbserver.securityContext.capabilities.drop[0] | string | `"ALL"` | | +| kserve.servingruntime.xgbserver.securityContext.privileged | bool | `false` | | +| kserve.servingruntime.xgbserver.securityContext.runAsNonRoot | bool | `true` | | +| kserve.servingruntime.xgbserver.tag | string | `"v0.14.0"` | | +| kserve.storage.caBundleConfigMapName | string | `""` | Mounted CA bundle config map name for storage initializer. | +| kserve.storage.caBundleVolumeMountPath | string | `"/etc/ssl/custom-certs"` | Mounted path for CA bundle config map. | +| kserve.storage.containerSecurityContext.allowPrivilegeEscalation | bool | `false` | | +| kserve.storage.containerSecurityContext.capabilities.drop[0] | string | `"ALL"` | | +| kserve.storage.containerSecurityContext.privileged | bool | `false` | | +| kserve.storage.containerSecurityContext.runAsNonRoot | bool | `true` | | +| kserve.storage.cpuModelcar | string | `"10m"` | Model sidecar cpu requirement. | +| kserve.storage.enableModelcar | bool | `false` | Flag for enabling model sidecar feature. | | kserve.storage.image | string | `"kserve/storage-initializer"` | | -| kserve.storage.memoryModelcar | string | `"15Mi"` | | -| kserve.storage.s3.CABundle | string | `""` | | -| kserve.storage.s3.accessKeyIdName | string | `"AWS_ACCESS_KEY_ID"` | | -| kserve.storage.s3.endpoint | string | `""` | | -| kserve.storage.s3.region | string | `""` | | -| kserve.storage.s3.secretAccessKeyName | string | `"AWS_SECRET_ACCESS_KEY"` | | -| kserve.storage.s3.useAnonymousCredential | string | `""` | | -| kserve.storage.s3.useHttps | string | `""` | | -| kserve.storage.s3.useVirtualBucket | string | `""` | | -| kserve.storage.s3.verifySSL | string | `""` | | -| kserve.storage.storageSecretNameAnnotation | string | `"serving.kserve.io/secretName"` | | -| kserve.storage.storageSpecSecretName | string | `"storage-config"` | | -| kserve.storage.tag | string | `"v0.13.0"` | | -| kserve.version | string | `"v0.13.0"` | | +| kserve.storage.memoryModelcar | string | `"15Mi"` | Model sidecar memory requirement. | +| kserve.storage.s3 | object | `{"CABundle":"","accessKeyIdName":"AWS_ACCESS_KEY_ID","endpoint":"","region":"","secretAccessKeyName":"AWS_SECRET_ACCESS_KEY","useAnonymousCredential":"","useHttps":"","useVirtualBucket":"","verifySSL":""}` | Configurations for S3 storage | +| kserve.storage.s3.CABundle | string | `""` | The path to the certificate bundle to use for HTTPS certificate validation. | +| kserve.storage.s3.accessKeyIdName | string | `"AWS_ACCESS_KEY_ID"` | AWS S3 static access key id. | +| kserve.storage.s3.endpoint | string | `""` | AWS S3 endpoint. | +| kserve.storage.s3.region | string | `""` | Default region name of AWS S3. | +| kserve.storage.s3.secretAccessKeyName | string | `"AWS_SECRET_ACCESS_KEY"` | AWS S3 static secret access key. | +| kserve.storage.s3.useAnonymousCredential | string | `""` | Whether to use anonymous credentials to download the model or not, default to false. | +| kserve.storage.s3.useHttps | string | `""` | Whether to use secured https or http to download models, allowed values are 0 and 1 and default to 1. | +| kserve.storage.s3.useVirtualBucket | string | `""` | Whether to use virtual bucket or not, default to false. | +| kserve.storage.s3.verifySSL | string | `""` | Whether to verify the tls/ssl certificate, default to true. | +| kserve.storage.storageSecretNameAnnotation | string | `"serving.kserve.io/secretName"` | Storage secret name reference for storage initializer. | +| kserve.storage.storageSpecSecretName | string | `"storage-config"` | Storage spec secret name. | +| kserve.storage.tag | string | `"v0.14.0"` | | +| kserve.version | string | `"v0.14.0"` | | diff --git a/charts/kserve-resources/templates/addressable_resolver_role.yaml b/charts/kserve-resources/templates/addressable_resolver_role.yaml new file mode 100644 index 00000000000..0c429f928dd --- /dev/null +++ b/charts/kserve-resources/templates/addressable_resolver_role.yaml @@ -0,0 +1,20 @@ +{{- if .Values.kserve.controller.knativeAddressableResolver.enabled }} +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + name: kserve-addressable-resolver + labels: + contrib.eventing.knative.dev/release: devel + duck.knative.dev/addressable: "true" +rules: +- apiGroups: + - serving.kserve.io + resources: + - inferenceservices + - inferenceservices/status + verbs: + - get + - list + - watch +{{- end }} \ No newline at end of file diff --git a/charts/kserve-resources/templates/clusterrole.yaml b/charts/kserve-resources/templates/clusterrole.yaml index b55328a8277..6ba81454c83 100644 --- a/charts/kserve-resources/templates/clusterrole.yaml +++ b/charts/kserve-resources/templates/clusterrole.yaml @@ -1,4 +1,3 @@ ---- apiVersion: rbac.authorization.k8s.io/v1 kind: ClusterRole metadata: @@ -12,50 +11,12 @@ rules: resources: - subjectaccessreviews verbs: ["create"] - --- apiVersion: rbac.authorization.k8s.io/v1 kind: ClusterRole metadata: name: kserve-manager-role rules: -- apiGroups: - - admissionregistration.k8s.io - resources: - - mutatingwebhookconfigurations - - validatingwebhookconfigurations - verbs: - - create - - delete - - get - - list - - patch - - update - - watch -- apiGroups: - - apps - resources: - - deployments - verbs: - - create - - delete - - get - - list - - patch - - update - - watch -- apiGroups: - - autoscaling - resources: - - horizontalpodautoscalers - verbs: - - create - - delete - - get - - list - - patch - - update - - watch - apiGroups: - "" resources: @@ -68,6 +29,7 @@ rules: - "" resources: - events + - services verbs: - create - delete @@ -80,6 +42,7 @@ rules: - "" resources: - namespaces + - pods verbs: - get - list @@ -87,31 +50,27 @@ rules: - apiGroups: - "" resources: - - pods + - secrets + - serviceaccounts verbs: - get - - list - - watch - apiGroups: - - "" + - admissionregistration.k8s.io resources: - - secrets + - mutatingwebhookconfigurations + - validatingwebhookconfigurations verbs: - create - delete - get + - list - patch - update + - watch - apiGroups: - - "" - resources: - - serviceaccounts - verbs: - - get -- apiGroups: - - "" + - apps resources: - - services + - deployments verbs: - create - delete @@ -121,9 +80,9 @@ rules: - update - watch - apiGroups: - - networking.istio.io + - autoscaling resources: - - virtualservices + - horizontalpodautoscalers verbs: - create - delete @@ -135,6 +94,7 @@ rules: - apiGroups: - networking.istio.io resources: + - virtualservices - virtualservices/finalizers verbs: - create @@ -168,17 +128,6 @@ rules: - serving.knative.dev resources: - services - verbs: - - create - - delete - - get - - list - - patch - - update - - watch -- apiGroups: - - serving.knative.dev - resources: - services/finalizers verbs: - create @@ -199,102 +148,22 @@ rules: - apiGroups: - serving.kserve.io resources: - - clusterservingruntimes - - clusterservingruntimes/finalizers + - clusterlocalmodels verbs: - - create - - delete - get - list - - patch - - update - - watch - apiGroups: - serving.kserve.io resources: + - clusterservingruntimes + - clusterservingruntimes/finalizers - clusterstoragecontainers - verbs: - - create - - delete - - get - - list - - patch - - update - - watch -- apiGroups: - - serving.kserve.io - resources: - - clusterservingruntimes/status - verbs: - - get - - patch - - update -- apiGroups: - - serving.kserve.io - resources: - inferencegraphs - inferencegraphs/finalizers - verbs: - - create - - delete - - get - - list - - patch - - update - - watch -- apiGroups: - - serving.kserve.io - resources: - - inferencegraphs/status - verbs: - - get - - patch - - update -- apiGroups: - - serving.kserve.io - resources: - inferenceservices - inferenceservices/finalizers - verbs: - - create - - delete - - get - - list - - patch - - update - - watch -- apiGroups: - - serving.kserve.io - resources: - - inferenceservices/status - verbs: - - get - - patch - - update -- apiGroups: - - serving.kserve.io - resources: - servingruntimes - servingruntimes/finalizers - verbs: - - create - - delete - - get - - list - - patch - - update - - watch -- apiGroups: - - serving.kserve.io - resources: - - servingruntimes/status - verbs: - - get - - patch - - update -- apiGroups: - - serving.kserve.io - resources: - trainedmodels verbs: - create @@ -307,27 +176,12 @@ rules: - apiGroups: - serving.kserve.io resources: + - clusterservingruntimes/status + - inferencegraphs/status + - inferenceservices/status + - servingruntimes/status - trainedmodels/status verbs: - get - patch - update - ---- -apiVersion: rbac.authorization.k8s.io/v1 -kind: ClusterRole -metadata: - name: kserve-addressable-resolver - labels: - contrib.eventing.knative.dev/release: devel - duck.knative.dev/addressable: "true" -rules: -- apiGroups: - - serving.kserve.io - resources: - - inferenceservices - - inferenceservices/status - verbs: - - get - - list - - watch diff --git a/charts/kserve-resources/templates/clusterservingruntimes.yaml b/charts/kserve-resources/templates/clusterservingruntimes.yaml index 6bef93d8cb7..fbc19e1b782 100644 --- a/charts/kserve-resources/templates/clusterservingruntimes.yaml +++ b/charts/kserve-resources/templates/clusterservingruntimes.yaml @@ -22,6 +22,10 @@ spec: - --model_dir=/mnt/models - --http_port=8080 - --nthread=1 + securityContext: + {{- with .Values.kserve.servingruntime.lgbserver.securityContext}} + {{- toYaml . | nindent 10 }} + {{- end }} resources: requests: cpu: "1" @@ -29,6 +33,10 @@ spec: limits: cpu: "1" memory: 2Gi + {{- with .Values.kserve.servingruntime.lgbserver.imagePullSecrets }} + imagePullSecrets: + {{- toYaml . | nindent 4 }} + {{- end }} --- apiVersion: serving.kserve.io/v1alpha1 @@ -87,6 +95,10 @@ spec: value: "9000" - name: "MODELS_DIR" value: "/mnt/models" + securityContext: + {{- with .Values.kserve.servingruntime.mlserver.securityContext}} + {{- toYaml . | nindent 10 }} + {{- end }} resources: requests: cpu: "1" @@ -94,6 +106,10 @@ spec: limits: cpu: "1" memory: 2Gi + {{- with .Values.kserve.servingruntime.mlserver.imagePullSecrets }} + imagePullSecrets: + {{- toYaml . | nindent 4 }} + {{- end }} --- apiVersion: serving.kserve.io/v1alpha1 @@ -119,6 +135,10 @@ spec: - --model_name={{ .Values.kserve.servingruntime.modelNamePlaceholder }} - --model_dir=/mnt/models - --http_port=8080 + securityContext: + {{- with .Values.kserve.servingruntime.paddleserver.securityContext}} + {{- toYaml . | nindent 10 }} + {{- end }} resources: requests: cpu: "1" @@ -126,6 +146,10 @@ spec: limits: cpu: "1" memory: 2Gi + {{- with .Values.kserve.servingruntime.paddleserver.imagePullSecrets }} + imagePullSecrets: + {{- toYaml . | nindent 4 }} + {{- end }} --- apiVersion: serving.kserve.io/v1alpha1 @@ -155,6 +179,10 @@ spec: - --model_name={{ .Values.kserve.servingruntime.modelNamePlaceholder }} - --model_dir=/mnt/models - --http_port=8080 + securityContext: + {{- with .Values.kserve.servingruntime.pmmlserver.securityContext}} + {{- toYaml . | nindent 10 }} + {{- end }} resources: requests: cpu: "1" @@ -162,6 +190,10 @@ spec: limits: cpu: "1" memory: 2Gi + {{- with .Values.kserve.servingruntime.pmmlserver.imagePullSecrets }} + imagePullSecrets: + {{- toYaml . | nindent 4 }} + {{- end }} --- apiVersion: serving.kserve.io/v1alpha1 @@ -187,6 +219,10 @@ spec: - --model_name={{ .Values.kserve.servingruntime.modelNamePlaceholder }} - --model_dir=/mnt/models - --http_port=8080 + securityContext: + {{- with .Values.kserve.servingruntime.sklearnserver.securityContext}} + {{- toYaml . | nindent 10 }} + {{- end }} resources: requests: cpu: "1" @@ -194,6 +230,10 @@ spec: limits: cpu: "1" memory: 2Gi + {{- with .Values.kserve.servingruntime.sklearnserver.imagePullSecrets }} + imagePullSecrets: + {{- toYaml . | nindent 4 }} + {{- end }} --- apiVersion: serving.kserve.io/v1alpha1 @@ -226,6 +266,10 @@ spec: - --rest_api_port=8080 - --model_base_path=/mnt/models - --rest_api_timeout_in_ms=60000 + securityContext: + {{- with .Values.kserve.servingruntime.tensorflow.securityContext}} + {{- toYaml . | nindent 10 }} + {{- end }} resources: requests: cpu: "1" @@ -233,6 +277,10 @@ spec: limits: cpu: "1" memory: 2Gi + {{- with .Values.kserve.servingruntime.tensorflow.imagePullSecrets }} + imagePullSecrets: + {{- toYaml . | nindent 4 }} + {{- end }} --- apiVersion: serving.kserve.io/v1alpha1 @@ -263,6 +311,10 @@ spec: env: - name: "TS_SERVICE_ENVELOPE" value: "{{ .Values.kserve.servingruntime.torchserve.serviceEnvelopePlaceholder }}" + securityContext: + {{- with .Values.kserve.servingruntime.torchserve.securityContext}} + {{- toYaml . | nindent 10 }} + {{- end }} resources: requests: cpu: "1" @@ -270,6 +322,10 @@ spec: limits: cpu: "1" memory: 2Gi + {{- with .Values.kserve.servingruntime.torchserve.imagePullSecrets }} + imagePullSecrets: + {{- toYaml . | nindent 4 }} + {{- end }} --- apiVersion: serving.kserve.io/v1alpha1 @@ -316,6 +372,10 @@ spec: - --http-port=8080 - --allow-grpc=true - --allow-http=true + securityContext: + {{- with .Values.kserve.servingruntime.tritonserver.securityContext}} + {{- toYaml . | nindent 10 }} + {{- end }} resources: requests: cpu: "1" @@ -323,6 +383,10 @@ spec: limits: cpu: "1" memory: 2Gi + {{- with .Values.kserve.servingruntime.tritonserver.imagePullSecrets }} + imagePullSecrets: + {{- toYaml . | nindent 4 }} + {{- end }} --- apiVersion: serving.kserve.io/v1alpha1 @@ -349,6 +413,10 @@ spec: - --model_dir=/mnt/models - --http_port=8080 - --nthread=1 + securityContext: + {{- with .Values.kserve.servingruntime.xgbserver.securityContext}} + {{- toYaml . | nindent 10 }} + {{- end }} resources: requests: cpu: "1" @@ -356,6 +424,10 @@ spec: limits: cpu: "1" memory: 2Gi + {{- with .Values.kserve.servingruntime.xgbserver.imagePullSecrets }} + imagePullSecrets: + {{- toYaml . | nindent 4 }} + {{- end }} --- apiVersion: serving.kserve.io/v1alpha1 kind: ClusterServingRuntime @@ -378,6 +450,10 @@ spec: image: "{{ .Values.kserve.servingruntime.huggingfaceserver.image }}:{{ .Values.kserve.servingruntime.huggingfaceserver.tag }}" args: - --model_name={{ .Values.kserve.servingruntime.modelNamePlaceholder }} + securityContext: + {{- with .Values.kserve.servingruntime.huggingfaceserver.securityContext}} + {{- toYaml . | nindent 10 }} + {{- end }} resources: requests: cpu: "1" @@ -385,3 +461,24 @@ spec: limits: cpu: "1" memory: 2Gi + {{- if .Values.kserve.servingruntime.huggingfaceserver.devShm.enabled }} + volumeMounts: + - name: devshm + mountPath: /dev/shm + {{- end }} + {{- if .Values.kserve.servingruntime.huggingfaceserver.devShm.enabled }} + volumes: + - name: devshm + emptyDir: + medium: Memory + {{- with .Values.kserve.servingruntime.huggingfaceserver.devShm.sizeLimit }} + sizeLimit: {{ . }} + {{- end }} + {{- end }} + {{- with .Values.kserve.servingruntime.huggingfaceserver.imagePullSecrets }} + imagePullSecrets: + {{- toYaml . | nindent 4 }} + {{- end }} + {{- if .Values.kserve.servingruntime.huggingfaceserver.hostIPC.enabled }} + hostIPC: true + {{- end }} diff --git a/charts/kserve-resources/templates/clusterstoragecontainer.yaml b/charts/kserve-resources/templates/clusterstoragecontainer.yaml index 16d379ec20a..c52fdfb7c5d 100644 --- a/charts/kserve-resources/templates/clusterstoragecontainer.yaml +++ b/charts/kserve-resources/templates/clusterstoragecontainer.yaml @@ -13,6 +13,10 @@ spec: limits: memory: 1Gi cpu: "1" + securityContext: + {{- with .Values.kserve.storage.containerSecurityContext}} + {{- toYaml . | nindent 6 }} + {{- end }} supportedUriFormats: - prefix: gs:// - prefix: s3:// @@ -21,3 +25,4 @@ spec: - regex: "https://(.+?).blob.core.windows.net/(.+)" - regex: "https://(.+?).file.core.windows.net/(.+)" - regex: "https?://(.+)/(.+)" + workloadType: initContainer diff --git a/charts/kserve-resources/templates/configmap.yaml b/charts/kserve-resources/templates/configmap.yaml index 218bd0b3f6f..07788c91bfc 100644 --- a/charts/kserve-resources/templates/configmap.yaml +++ b/charts/kserve-resources/templates/configmap.yaml @@ -181,7 +181,6 @@ data: ingress: |- { "ingressGateway" : "knative-serving/knative-ingress-gateway", - "ingressService" : "istio-ingressgateway.istio-system.svc.cluster.local", "localGateway" : "knative-serving/knative-local-gateway", "localGatewayService" : "knative-local-gateway.istio-system.svc.cluster.local", "ingressDomain" : "example.com", @@ -199,9 +198,15 @@ data: # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer. "ingressGateway" : "knative-serving/knative-ingress-gateway", - # ingressService specifies the hostname of the ingress service. + # knativeLocalGatewayService specifies the hostname of the Knative's local gateway service. + # The default KServe configurations are re-using the Istio local gateways for Knative. In this case, this + # knativeLocalGatewayService field can be left unset. When unset, the value of "localGatewayService" will be used. + # However, sometimes it may be better to have local gateways specifically for KServe (e.g. when enabling strict mTLS in Istio). + # Under such setups where KServe is needed to have its own local gateways, the values of the "localGateway" and + # "localGatewayService" should point to the KServe local gateways. Then, this knativeLocalGatewayService field + # should point to the Knative's local gateway service. # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer. - "ingressService" : "istio-ingressgateway.istio-system.svc.cluster.local", + "knativeLocalGatewayService": "", # localGateway specifies the gateway which handles the network traffic within the cluster. # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer. @@ -436,6 +441,19 @@ data: "enablePrometheusScraping" : "false" } + # ====================================== LOCALMODEL CONFIGURATION ====================================== + # Example + localModel: |- + { + "enabled": false, + # jobNamespace specifies the namespace where the download job will be created. + "jobNamespace": "kserve-localmodel-jobs", + # defaultJobImage specifies the default image used for the download job. + "defaultJobImage" : "kserve/storage-initializer:latest", + # Kubernetes modifies the filesystem group ID on the attached volume. + "FSGroup": 1000 + } + agent: |- { "image" : "{{ .Values.kserve.agent.image }}:{{ .Values.kserve.agent.tag }}", @@ -495,7 +513,7 @@ data: ingress: |- { "ingressGateway" : "{{ .Values.kserve.controller.gateway.ingressGateway.gateway }}", - "ingressService" : "{{ .Values.kserve.controller.gateway.ingressGateway.gatewayService }}", + "knativeLocalGatewayService" : "{{ .Values.kserve.controller.gateway.localGateway.knativeGatewayService }}", "localGateway" : "{{ .Values.kserve.controller.gateway.localGateway.gateway }}", "localGatewayService" : "{{ .Values.kserve.controller.gateway.localGateway.gatewayService }}", "ingressClassName" : "{{ .Values.kserve.controller.gateway.ingressGateway.className }}", @@ -538,3 +556,14 @@ data: "enableMetricAggregation": "{{ .Values.kserve.metricsaggregator.enableMetricAggregation }}", "enablePrometheusScraping" : "{{ .Values.kserve.metricsaggregator.enablePrometheusScraping }}" } + localModel: |- + { + "enabled": {{ .Values.kserve.localmodel.enabled }}, + "jobNamespace": "{{ .Values.kserve.localmodel.jobNamespace }}", + "defaultJobImage" : "kserve/storage-initializer:latest", + "FSGroup": {{ .Values.kserve.localmodel.securityContext.FSGroup }} + } + security: |- + { + "autoMountServiceAccountToken": {{ .Values.kserve.security.autoMountServiceAccountToken }} + } diff --git a/charts/kserve-resources/templates/deployment.yaml b/charts/kserve-resources/templates/deployment.yaml index 93a0f54cbe3..26339844b9f 100644 --- a/charts/kserve-resources/templates/deployment.yaml +++ b/charts/kserve-resources/templates/deployment.yaml @@ -5,10 +5,17 @@ metadata: name: kserve-controller-manager namespace: {{ .Release.Namespace }} labels: + app.kubernetes.io/name: kserve-controller-manager control-plane: kserve-controller-manager controller-tools.k8s.io: "1.0" + {{- if .Values.kserve.controller.labels }} + {{- toYaml .Values.kserve.controller.labels | nindent 4 }} + {{- end }} annotations: prometheus.io/scrape: 'true' + {{- if .Values.kserve.controller.annotations }} + {{- toYaml .Values.kserve.controller.annotations | nindent 4 }} + {{- end }} spec: selector: matchLabels: @@ -17,10 +24,17 @@ spec: template: metadata: labels: + app.kubernetes.io/name: kserve-controller-manager control-plane: kserve-controller-manager controller-tools.k8s.io: "1.0" + {{- if .Values.kserve.controller.podLabels }} + {{- toYaml .Values.kserve.controller.podLabels | nindent 8 }} + {{- end }} annotations: kubectl.kubernetes.io/default-container: manager + {{- if .Values.kserve.controller.podAnnotations }} + {{- toYaml .Values.kserve.controller.podAnnotations | nindent 8 }} + {{- end }} spec: serviceAccountName: kserve-controller-manager {{- with .Values.kserve.controller.nodeSelector }} @@ -39,6 +53,10 @@ spec: topologySpreadConstraints: {{- toYaml . | nindent 8 }} {{- end }} + {{- with .Values.kserve.controller.securityContext}} + securityContext: + {{- toYaml . | nindent 8 }} + {{- end }} containers: - name: kube-rbac-proxy image: "{{ .Values.kserve.controller.rbacProxyImage }}" @@ -50,11 +68,23 @@ spec: ports: - containerPort: 8443 name: https + securityContext: + {{- with .Values.kserve.controller.rbacProxy.securityContext}} + {{- toYaml . | nindent 10 }} + {{- end }} + resources: + {{- with .Values.kserve.controller.rbacProxy.resources }} + {{- toYaml . | nindent 10 }} + {{- end }} - command: - /manager image: "{{ .Values.kserve.controller.image }}:{{ .Values.kserve.controller.tag }}" imagePullPolicy: IfNotPresent name: manager + securityContext: + {{- with .Values.kserve.controller.containerSecurityContext}} + {{- toYaml . | nindent 10 }} + {{- end }} args: - "--metrics-addr=127.0.0.1:8080" - "--leader-elect" diff --git a/charts/kserve-resources/templates/localmodel/deployment.yaml b/charts/kserve-resources/templates/localmodel/deployment.yaml new file mode 100644 index 00000000000..40840e5daa9 --- /dev/null +++ b/charts/kserve-resources/templates/localmodel/deployment.yaml @@ -0,0 +1,56 @@ +{{- if .Values.kserve.localmodel.enabled }} +--- +apiVersion: apps/v1 +kind: Deployment +metadata: + name: kserve-localmodel-controller-manager + namespace: {{ .Release.Namespace }} + labels: + app.kubernetes.io/name: kserve-localmodel-controller-manager + control-plane: kserve-localmodel-controller-manager + controller-tools.k8s.io: "1.0" +spec: + selector: + matchLabels: + control-plane: kserve-localmodel-controller-manager + controller-tools.k8s.io: "1.0" + template: + metadata: + labels: + app.kubernetes.io/name: kserve-localmodel-controller-manager + control-plane: kserve-localmodel-controller-manager + controller-tools.k8s.io: "1.0" + annotations: + kubectl.kubernetes.io/default-container: manager + spec: + serviceAccountName: kserve-localmodel-controller-manager + securityContext: + runAsNonRoot: true + containers: + - command: + - /manager + image: "{{ .Values.kserve.localmodel.controller.image }}:{{ .Values.kserve.localmodel.controller.tag }}" + imagePullPolicy: IfNotPresent + name: manager + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true + env: + - name: POD_NAMESPACE + valueFrom: + fieldRef: + fieldPath: metadata.namespace + resources: + limits: + cpu: 100m + memory: 300Mi + requests: + cpu: 100m + memory: 200Mi + terminationGracePeriodSeconds: 10 +{{- end }} diff --git a/charts/kserve-resources/templates/localmodel/namespace.yaml b/charts/kserve-resources/templates/localmodel/namespace.yaml new file mode 100644 index 00000000000..5b60f0b8c39 --- /dev/null +++ b/charts/kserve-resources/templates/localmodel/namespace.yaml @@ -0,0 +1,7 @@ +{{- if .Values.kserve.localmodel.enabled }} +--- +apiVersion: v1 +kind: Namespace +metadata: + name: {{.Values.kserve.localmodel.jobNamespace}} +{{- end }} diff --git a/charts/kserve-resources/templates/localmodel/role.yaml b/charts/kserve-resources/templates/localmodel/role.yaml new file mode 100644 index 00000000000..e773337a485 --- /dev/null +++ b/charts/kserve-resources/templates/localmodel/role.yaml @@ -0,0 +1,90 @@ +{{- if .Values.kserve.localmodel.enabled }} +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + name: kserve-localmodel-manager-role +rules: +- apiGroups: + - "" + resources: + - configmaps + verbs: + - get +- apiGroups: + - "" + resources: + - nodes + verbs: + - get + - list + - watch +- apiGroups: + - "" + resources: + - nodes/status + verbs: + - get + - watch +- apiGroups: + - "" + resources: + - persistentvolumeclaims + - persistentvolumes + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - batch + resources: + - jobs + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - batch + resources: + - jobs/status + verbs: + - get +- apiGroups: + - serving.kserve.io + resources: + - clusterlocalmodels + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.kserve.io + resources: + - clusterlocalmodels/status + verbs: + - get + - patch + - update +- apiGroups: + - serving.kserve.io + resources: + - clusterstoragecontainers + - inferenceservices + - localmodelnodegroups + verbs: + - get + - list + - watch +{{- end }} diff --git a/charts/kserve-resources/templates/localmodel/role_binding.yaml b/charts/kserve-resources/templates/localmodel/role_binding.yaml new file mode 100644 index 00000000000..b9616d84a41 --- /dev/null +++ b/charts/kserve-resources/templates/localmodel/role_binding.yaml @@ -0,0 +1,15 @@ +{{- if .Values.kserve.localmodel.enabled }} +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + name: kserve-localmodel-manager-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-localmodel-manager-role +subjects: +- kind: ServiceAccount + name: kserve-localmodel-controller-manager + namespace: {{ .Release.Namespace }} +{{- end }} diff --git a/charts/kserve-resources/templates/localmodel/service_account.yaml b/charts/kserve-resources/templates/localmodel/service_account.yaml new file mode 100644 index 00000000000..9b93cbc52d5 --- /dev/null +++ b/charts/kserve-resources/templates/localmodel/service_account.yaml @@ -0,0 +1,11 @@ +{{- if .Values.kserve.localmodel.enabled }} +--- +apiVersion: v1 +kind: ServiceAccount +metadata: + labels: + app.kubernetes.io/instance: kserve-localmodel-controller-manager + app.kubernetes.io/managed-by: kserve-localmodel-controller-manager + app.kubernetes.io/name: kserve-localmodel-controller-manager + name: kserve-localmodel-controller-manager +{{- end }} diff --git a/charts/kserve-resources/templates/serviceaccount.yaml b/charts/kserve-resources/templates/serviceaccount.yaml index 1e0cfcfe757..3e8d4b6e8ef 100644 --- a/charts/kserve-resources/templates/serviceaccount.yaml +++ b/charts/kserve-resources/templates/serviceaccount.yaml @@ -7,3 +7,7 @@ metadata: app.kubernetes.io/managed-by: kserve-controller-manager app.kubernetes.io/name: kserve-controller-manager name: kserve-controller-manager +{{- with .Values.kserve.controller.imagePullSecrets }} +imagePullSecrets: + {{- toYaml . | nindent 2 }} +{{- end }} diff --git a/charts/kserve-resources/templates/webhookconfiguration.yaml b/charts/kserve-resources/templates/webhookconfiguration.yaml index 5a31ee890c4..5a8093924e6 100644 --- a/charts/kserve-resources/templates/webhookconfiguration.yaml +++ b/charts/kserve-resources/templates/webhookconfiguration.yaml @@ -7,7 +7,6 @@ metadata: cert-manager.io/inject-ca-from: {{ .Release.Namespace }}/serving-cert webhooks: - clientConfig: - caBundle: Cg== service: name: kserve-webhook-server-service namespace: {{ .Release.Namespace }} @@ -27,7 +26,6 @@ webhooks: resources: - inferenceservices - clientConfig: - caBundle: Cg== service: name: kserve-webhook-server-service namespace: {{ .Release.Namespace }} @@ -60,7 +58,6 @@ metadata: cert-manager.io/inject-ca-from: {{ .Release.Namespace }}/serving-cert webhooks: - clientConfig: - caBundle: Cg== service: name: kserve-webhook-server-service namespace: {{ .Release.Namespace }} @@ -89,7 +86,6 @@ metadata: cert-manager.io/inject-ca-from: {{ .Release.Namespace }}/serving-cert webhooks: - clientConfig: - caBundle: Cg== service: name: kserve-webhook-server-service namespace: {{ .Release.Namespace }} @@ -119,7 +115,6 @@ metadata: cert-manager.io/inject-ca-from: {{ .Release.Namespace }}/serving-cert webhooks: - clientConfig: - caBundle: Cg== service: name: kserve-webhook-server-service namespace: {{ .Release.Namespace }} @@ -148,7 +143,6 @@ metadata: cert-manager.io/inject-ca-from: {{ .Release.Namespace }}/serving-cert webhooks: - clientConfig: - caBundle: Cg== service: name: kserve-webhook-server-service namespace: {{ .Release.Namespace }} @@ -177,7 +171,6 @@ metadata: cert-manager.io/inject-ca-from: {{ .Release.Namespace }}/serving-cert webhooks: - clientConfig: - caBundle: Cg== service: name: kserve-webhook-server-service namespace: {{ .Release.Namespace }} diff --git a/charts/kserve-resources/values.yaml b/charts/kserve-resources/values.yaml index 82fbb7197a9..bff2b2a5e76 100644 --- a/charts/kserve-resources/values.yaml +++ b/charts/kserve-resources/values.yaml @@ -1,6 +1,6 @@ kserve: - version: &defaultVersion v0.13.0 - modelmeshVersion: &defaultModelMeshVersion v0.12.0-rc0 + version: &defaultVersion v0.14.0 + modelmeshVersion: &defaultModelMeshVersion v0.12.0 agent: image: kserve/agent tag: *defaultVersion @@ -10,49 +10,225 @@ kserve: storage: image: kserve/storage-initializer tag: *defaultVersion + + # security context for the default storage container + containerSecurityContext: + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL + + # -- Flag for enabling model sidecar feature. enableModelcar: false + + # -- Model sidecar cpu requirement. cpuModelcar: 10m + + # -- Model sidecar memory requirement. memoryModelcar: 15Mi + + # -- Mounted CA bundle config map name for storage initializer. caBundleConfigMapName: "" + + # -- Mounted path for CA bundle config map. caBundleVolumeMountPath: "/etc/ssl/custom-certs" + + # -- Storage spec secret name. storageSpecSecretName: storage-config + + # -- Storage secret name reference for storage initializer. storageSecretNameAnnotation: serving.kserve.io/secretName + + # -- Configurations for S3 storage s3: + # -- AWS S3 static access key id. accessKeyIdName: AWS_ACCESS_KEY_ID + + # -- AWS S3 static secret access key. secretAccessKeyName: AWS_SECRET_ACCESS_KEY + + # -- AWS S3 endpoint. endpoint: "" + + # -- Whether to use secured https or http to download models, allowed values are 0 and 1 and default to 1. useHttps: "" + + # -- Default region name of AWS S3. region: "" + + # -- Whether to verify the tls/ssl certificate, default to true. verifySSL: "" + + # -- Whether to use virtual bucket or not, default to false. useVirtualBucket: "" + + # -- Whether to use anonymous credentials to download the model or not, default to false. useAnonymousCredential: "" + + # -- The path to the certificate bundle to use for HTTPS certificate validation. CABundle: "" + metricsaggregator: + # -- configures metric aggregation annotation. This adds the annotation serving.kserve.io/enable-metric-aggregation to every + # service with the specified boolean value. If true enables metric aggregation in queue-proxy by setting env vars in the queue proxy container + # to configure scraping ports. enableMetricAggregation: "false" + + # -- If true, prometheus annotations are added to the pod to scrape the metrics. If serving.kserve.io/enable-metric-aggregation is false, + # the prometheus port is set with the default prometheus scraping port 9090, otherwise the prometheus port annotation is set with the metric aggregation port. enablePrometheusScraping: "false" controller: + # -- KServe deployment mode: "Serverless", "RawDeployment". deploymentMode: "Serverless" - rbacProxyImage: gcr.io/kubebuilder/kube-rbac-proxy:v0.13.1 + + # -- KServe controller manager rbac proxy contrainer image + rbacProxyImage: quay.io/brancz/kube-rbac-proxy:v0.18.0 + rbacProxy: + resources: + limits: + cpu: 100m + memory: 300Mi + requests: + cpu: 100m + memory: 300Mi + securityContext: + allowPrivilegeEscalation: false + privileged: false + capabilities: + drop: + - ALL + readOnlyRootFilesystem: true + runAsNonRoot: true + + # -- Optional additional labels to add to the controller deployment. + labels: {} + + # -- Optional additional labels to add to the controller Pods. + podLabels: {} + + # -- Optional additional annotations to add to the controller deployment. + annotations: {} + + # -- Optional additional labels to add to the controller Pods. + podAnnotations: {} + + # -- Pod Security Context. + # For more information, see [Configure a Security Context for a Pod or Container](https://kubernetes.io/docs/tasks/configure-pod-container/security-context/). + securityContext: + runAsNonRoot: true + + # -- Container Security Context to be set on the controller component container. + # For more information, see [Configure a Security Context for a Pod or Container](https://kubernetes.io/docs/tasks/configure-pod-container/security-context/). + containerSecurityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true + gateway: + # -- Ingress domain for RawDeployment mode, for Serverless it is configured in Knative. domain: example.com + + # -- Optional additional domains for ingress routing. additionalIngressDomains: [] + + # -- Ingress domain template for RawDeployment mode, for Serverless mode it is configured in Knative. domainTemplate: "{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}" + + # -- HTTP endpoint url scheme. urlScheme: http + + # -- DisableIstioVirtualHost controls whether to use istio as network layer for top level component routing or path based routing. + # This configuration is only applicable for Serverless mode, when disabled Istio is no longer required. disableIstioVirtualHost: false + + # -- Whether to disable ingress creation for RawDeployment mode. disableIngressCreation: false + localGateway: + # -- localGateway specifies the gateway which handles the network traffic within the cluster. gateway: knative-serving/knative-local-gateway + + # -- localGatewayService specifies the hostname of the local gateway service. + gatewayService: knative-local-gateway.istio-system.svc.cluster.local + + # -- knativeLocalGatewayService specifies the hostname of the Knative's local gateway service. + # When unset, the value of "localGatewayService" will be used. When enabling strict mTLS in Istio, KServe local gateway should be created and pointed to the Knative local gateway. + knativeGatewayService: "" ingressGateway: gateway: knative-serving/knative-ingress-gateway - gatewayService: istio-ingressgateway.istio-system.svc.cluster.local className: istio + + # -- The nodeSelector on Pods tells Kubernetes to schedule Pods on the nodes with matching labels. + # For more information, see [Assigning Pods to Nodes](https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/). + # nodeSelector: {} + + # -- A list of Kubernetes Tolerations, if required. For more information, see [Toleration v1 core](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.27/#toleration-v1-core). + # + # For example: + # tolerations: + # - key: foo.bar.com/role + # operator: Equal + # value: master + # effect: NoSchedule tolerations: [] + + # -- A list of Kubernetes TopologySpreadConstraints, if required. For more information, see [Topology spread constraint v1 core](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.27/#topologyspreadconstraint-v1-core + # + # For example: + # topologySpreadConstraints: + # - maxSkew: 2 + # topologyKey: topology.kubernetes.io/zone + # whenUnsatisfiable: ScheduleAnyway + # labelSelector: + # matchLabels: + # app.kubernetes.io/instance: kserve-controller-manager + # app.kubernetes.io/component: controller topologySpreadConstraints: [] + + # -- A Kubernetes Affinity, if required. For more information, see [Affinity v1 core](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.27/#affinity-v1-core). + # + # For example: + # affinity: + # nodeAffinity: + # requiredDuringSchedulingIgnoredDuringExecution: + # nodeSelectorTerms: + # - matchExpressions: + # - key: foo.bar.com/role + # operator: In + # values: + # - master affinity: {} + + # -- KServe controller container image name. image: kserve/kserve-controller + + # -- KServe controller contrainer image tag. tag: *defaultVersion + + # -- Reference to one or more secrets to be used when pulling images. + # For more information, see [Pull an Image from a Private Registry](https://kubernetes.io/docs/tasks/configure-pod-container/pull-image-private-registry/). + # + # For example: + # imagePullSecrets: + # - name: "image-pull-secret" + imagePullSecrets: [] + + # -- Resources to provide to the kserve controller pod. + # + # For example: + # requests: + # cpu: 10m + # memory: 32Mi + # + # For more information, see [Resource Management for Pods and Containers](https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/). resources: limits: cpu: 100m @@ -60,6 +236,10 @@ kserve: requests: cpu: 100m memory: 300Mi + # -- Indicates whether to create an addressable resolver ClusterRole for Knative Eventing. + # This ClusterRole grants the necessary permissions for the Knative's DomainMapping reconciler to resolve InferenceService addressables. + knativeAddressableResolver: + enabled: false modelmesh: enabled: true controller: @@ -88,40 +268,140 @@ kserve: restProxyImage: kserve/rest-proxy restProxyImageTag: *defaultModelMeshVersion podsPerRuntime: 2 + servingruntime: modelNamePlaceholder: "{{.Name}}" tensorflow: image: tensorflow/serving tag: 2.6.2 + imagePullSecrets: [] + securityContext: + runAsUser: 1000 # User is not defined in the Dockerfile, so we need to set it here to run as non-root + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL mlserver: image: docker.io/seldonio/mlserver tag: 1.5.0 modelClassPlaceholder: "{{.Labels.modelClass}}" + imagePullSecrets: [] + securityContext: + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL sklearnserver: image: kserve/sklearnserver tag: *defaultVersion + imagePullSecrets: [] + securityContext: + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL xgbserver: image: kserve/xgbserver tag: *defaultVersion + imagePullSecrets: [] + securityContext: + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL huggingfaceserver: image: kserve/huggingfaceserver tag: *defaultVersion + imagePullSecrets: [] + securityContext: + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL + devShm: + enabled: false + sizeLimit: "" + hostIPC: + enabled: false tritonserver: image: nvcr.io/nvidia/tritonserver tag: 23.05-py3 + imagePullSecrets: [] + securityContext: + runAsUser: 1000 # https://docs.nvidia.com/deeplearning/triton-inference-server/user-guide/docs/customization_guide/deploy.html#run-as-a-non-root-user + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL pmmlserver: image: kserve/pmmlserver tag: *defaultVersion + imagePullSecrets: [] + securityContext: + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL paddleserver: image: kserve/paddleserver tag: *defaultVersion + imagePullSecrets: [] + securityContext: + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL lgbserver: image: kserve/lgbserver tag: *defaultVersion + imagePullSecrets: [] + securityContext: + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL torchserve: image: pytorch/torchserve-kfs tag: 0.9.0 serviceEnvelopePlaceholder: "{{.Labels.serviceEnvelope}}" + imagePullSecrets: [] + securityContext: + runAsUser: 1000 # User ID is not defined in the Dockerfile, so we need to set it here to run as non-root + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL art: image: kserve/art-explainer defaultVersion: *defaultVersion + imagePullSecrets: [] + localmodel: + enabled: false + controller: + image: kserve/kserve-localmodel-controller + tag: *defaultVersion + jobNamespace: kserve-localmodel-jobs + securityContext: + FSGroup: 1000 + security: + autoMountServiceAccountToken: true diff --git a/cmd/agent/main.go b/cmd/agent/main.go index d829974a522..7fd39d5855d 100644 --- a/cmd/agent/main.go +++ b/cmd/agent/main.go @@ -27,16 +27,11 @@ import ( "strconv" "time" + "github.com/go-logr/zapr" "github.com/kelseyhightower/envconfig" - "github.com/kserve/kserve/pkg/agent" - "github.com/kserve/kserve/pkg/agent/storage" - "github.com/kserve/kserve/pkg/apis/serving/v1beta1" - "github.com/kserve/kserve/pkg/batcher" - kfslogger "github.com/kserve/kserve/pkg/logger" "github.com/pkg/errors" flag "github.com/spf13/pflag" "go.uber.org/zap" - "knative.dev/networking/pkg/http/header" proxy "knative.dev/networking/pkg/http/proxy" pkglogging "knative.dev/pkg/logging" @@ -46,6 +41,13 @@ import ( "knative.dev/serving/pkg/queue" "knative.dev/serving/pkg/queue/health" "knative.dev/serving/pkg/queue/readiness" + ctrl "sigs.k8s.io/controller-runtime" + + "github.com/kserve/kserve/pkg/agent" + "github.com/kserve/kserve/pkg/agent/storage" + "github.com/kserve/kserve/pkg/apis/serving/v1beta1" + "github.com/kserve/kserve/pkg/batcher" + kfslogger "github.com/kserve/kserve/pkg/logger" ) var ( @@ -64,6 +66,7 @@ var ( namespace = flag.String("namespace", "", "The namespace to add as header to log events") endpoint = flag.String("endpoint", "", "The endpoint name to add as header to log events") component = flag.String("component", "", "The component name (predictor, explainer, transformer) to add as header to log events") + metadataHeaders = flag.StringArray("metadata-headers", nil, "Allow list of headers that will be passed down as metadata") // batcher flags enableBatcher = flag.Bool("enable-batcher", false, "Enable request batcher") maxBatchSize = flag.String("max-batchsize", "32", "Max Batch Size") @@ -72,6 +75,8 @@ var ( readinessProbeTimeout = flag.Duration("probe-period", -1, "run readiness probe with given timeout") //nolint: unused // This creates an abstract socket instead of an actual file. unixSocketPath = "@/kserve/agent.sock" + CaCertFile = flag.String("logger-ca-cert-file", "service-ca.crt", "The logger CA certificate file") + TlsSkipVerify = flag.Bool("logger-tls-skip-verify", false, "Skip verification of TLS certificate") ) const ( @@ -85,12 +90,15 @@ const ( ) type config struct { - // Making the below fields optional since raw deployment wont have them + // Making the below fields optional since raw deployment won't have them ContainerConcurrency int `split_words:"true"` QueueServingPort int `split_words:"true"` UserPort int `split_words:"true"` RevisionTimeoutSeconds int `split_words:"true"` ServingReadinessProbe string `split_words:"true" required:"true"` + // See https://github.com/knative/serving/issues/12387 + EnableHTTP2AutoDetection bool `envconfig:"ENABLE_HTTP2_AUTO_DETECTION"` // optional + EnableMultiContainerProbes bool `split_words:"true"` // Logging configuration ServingLoggingConfig string `split_words:"true"` ServingLoggingLevel string `split_words:"true"` @@ -107,6 +115,9 @@ type loggerArgs struct { namespace string endpoint string component string + metadataHeaders []string + certName string + tlsSkipVerify bool } type batcherArgs struct { @@ -124,10 +135,11 @@ func main() { } logger, _ := pkglogging.NewLogger(env.ServingLoggingConfig, env.ServingLoggingLevel) + ctrl.SetLogger(zapr.NewLogger(logger.Desugar())) // Setup probe to run for checking user container healthiness. probe := func() bool { return true } if env.ServingReadinessProbe != "" { - probe = buildProbe(logger, env.ServingReadinessProbe).ProbeContainer + probe = buildProbe(logger, env.ServingReadinessProbe, env.EnableHTTP2AutoDetection, env.EnableMultiContainerProbes).ProbeContainer } if *enablePuller { @@ -283,6 +295,9 @@ func startLogger(workers int, logger *zap.SugaredLogger) *loggerArgs { endpoint: *endpoint, namespace: *namespace, component: *component, + metadataHeaders: *metadataHeaders, + certName: *CaCertFile, + tlsSkipVerify: *TlsSkipVerify, } } @@ -298,22 +313,30 @@ func startModelPuller(logger *zap.SugaredLogger) { go watcher.Start() } -func buildProbe(logger *zap.SugaredLogger, probeJSON string) *readiness.Probe { - coreProbe, err := readiness.DecodeProbe(probeJSON) +func buildProbe(logger *zap.SugaredLogger, probeJSON string, autodetectHTTP2 bool, _ bool) *readiness.Probe { + coreProbes, err := readiness.DecodeProbe(probeJSON) if err != nil { logger.Fatalw("Agent failed to parse readiness probe", zap.Error(err)) panic("Agent failed to parse readiness probe") } - newProbe := readiness.NewProbe(coreProbe) - if newProbe.InitialDelaySeconds == 0 { - newProbe.InitialDelaySeconds = 10 + // for _, probe := range coreProbes { + { + probe := coreProbes + if probe.InitialDelaySeconds == 0 { + probe.InitialDelaySeconds = 10 + } + } + // } + if autodetectHTTP2 { + return readiness.NewProbeWithHTTP2AutoDetection(coreProbes) } + newProbe := readiness.NewProbe(coreProbes) return newProbe } func buildServer(ctx context.Context, port string, userPort int, loggerArgs *loggerArgs, batcherArgs *batcherArgs, // nolint unparam probeContainer func() bool, logging *zap.SugaredLogger) (server *http.Server, drain func()) { - logging.Infof("Building server user port %s port %s", userPort, port) + logging.Infof("Building server user port %d port %s", userPort, port) target := &url.URL{ Scheme: "http", Host: net.JoinHostPort("127.0.0.1", strconv.Itoa(userPort)), @@ -336,7 +359,8 @@ func buildServer(ctx context.Context, port string, userPort int, loggerArgs *log } if loggerArgs != nil { composedHandler = kfslogger.New(loggerArgs.logUrl, loggerArgs.sourceUrl, loggerArgs.loggerType, - loggerArgs.inferenceService, loggerArgs.namespace, loggerArgs.endpoint, loggerArgs.component, composedHandler) + loggerArgs.inferenceService, loggerArgs.namespace, loggerArgs.endpoint, loggerArgs.component, composedHandler, + loggerArgs.metadataHeaders, loggerArgs.certName, loggerArgs.tlsSkipVerify) } composedHandler = queue.ForwardedShimHandler(composedHandler) diff --git a/cmd/localmodel/main.go b/cmd/localmodel/main.go new file mode 100644 index 00000000000..5fb089ef7f5 --- /dev/null +++ b/cmd/localmodel/main.go @@ -0,0 +1,157 @@ +/* +Copyright 2024 The KServe Authors. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +package main + +import ( + "flag" + "os" + + v1 "k8s.io/api/core/v1" + "k8s.io/apimachinery/pkg/runtime" + "k8s.io/client-go/kubernetes" + typedcorev1 "k8s.io/client-go/kubernetes/typed/core/v1" + _ "k8s.io/client-go/plugin/pkg/client/auth/gcp" + "k8s.io/client-go/tools/record" + ctrl "sigs.k8s.io/controller-runtime" + "sigs.k8s.io/controller-runtime/pkg/client/config" + "sigs.k8s.io/controller-runtime/pkg/log/zap" + "sigs.k8s.io/controller-runtime/pkg/manager" + "sigs.k8s.io/controller-runtime/pkg/manager/signals" + metricsserver "sigs.k8s.io/controller-runtime/pkg/metrics/server" + "sigs.k8s.io/controller-runtime/pkg/webhook" + + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" + "github.com/kserve/kserve/pkg/apis/serving/v1beta1" + localmodelcontroller "github.com/kserve/kserve/pkg/controller/v1alpha1/localmodel" +) + +var ( + scheme = runtime.NewScheme() //nolint: unused + setupLog = ctrl.Log.WithName("setup") +) + +const ( + LeaderLockName = "kserve-local-model-manager-leader-lock" +) + +// Options defines the program configurable options that may be passed on the command line. +type Options struct { + metricsAddr string + webhookPort int + enableLeaderElection bool + probeAddr string + zapOpts zap.Options +} + +// DefaultOptions returns the default values for the program options. +func DefaultOptions() Options { + return Options{ + metricsAddr: ":8080", + webhookPort: 9443, + enableLeaderElection: false, + probeAddr: ":8081", + zapOpts: zap.Options{}, + } +} + +// GetOptions parses the program flags and returns them as Options. +func GetOptions() Options { + opts := DefaultOptions() + flag.BoolVar(&opts.enableLeaderElection, "leader-elect", opts.enableLeaderElection, + "Enable leader election for kserve controller manager. "+ + "Enabling this will ensure there is only one active kserve controller manager.") + opts.zapOpts.BindFlags(flag.CommandLine) + flag.Parse() + return opts +} + +func main() { + options := GetOptions() + ctrl.SetLogger(zap.New(zap.UseFlagOptions(&options.zapOpts))) + + // Get a config to talk to the apiserver + setupLog.Info("Setting up client for manager") + cfg, err := config.GetConfig() + if err != nil { + setupLog.Error(err, "unable to set up client config") + os.Exit(1) + } + + // Setup clientset to directly talk to the api server + clientSet, err := kubernetes.NewForConfig(cfg) + if err != nil { + setupLog.Error(err, "unable to create clientSet") + os.Exit(1) + } + + // Create a new Cmd to provide shared dependencies and start components + setupLog.Info("Setting up manager") + mgr, err := manager.New(cfg, manager.Options{ + Metrics: metricsserver.Options{ + BindAddress: options.metricsAddr}, + WebhookServer: webhook.NewServer(webhook.Options{ + Port: options.webhookPort}), + LeaderElection: options.enableLeaderElection, + LeaderElectionID: LeaderLockName, + HealthProbeBindAddress: options.probeAddr, + }) + if err != nil { + setupLog.Error(err, "unable to set up overall controller manager") + os.Exit(1) + } + + setupLog.Info("Registering Components.") + + setupLog.Info("Setting up KServe v1alpha1 scheme") + if err := v1alpha1.AddToScheme(mgr.GetScheme()); err != nil { + setupLog.Error(err, "unable to add KServe v1alpha1 to scheme") + os.Exit(1) + } + + setupLog.Info("Setting up KServe v1beta1 scheme") + if err := v1beta1.AddToScheme(mgr.GetScheme()); err != nil { + setupLog.Error(err, "unable to add KServe v1beta1 to scheme") + os.Exit(1) + } + + setupLog.Info("Setting up core scheme") + if err := v1.AddToScheme(mgr.GetScheme()); err != nil { + setupLog.Error(err, "unable to add Core APIs to scheme") + os.Exit(1) + } + + // Setup LocalModel controller + localModelEventBroadcaster := record.NewBroadcaster() + setupLog.Info("Setting up v1alpha1 LocalModel controller") + localModelEventBroadcaster.StartRecordingToSink(&typedcorev1.EventSinkImpl{Interface: clientSet.CoreV1().Events("")}) + if err = (&localmodelcontroller.LocalModelReconciler{ + Client: mgr.GetClient(), + Clientset: clientSet, + Log: ctrl.Log.WithName("v1alpha1Controllers").WithName("LocalModel"), + Scheme: mgr.GetScheme(), + }).SetupWithManager(mgr); err != nil { + setupLog.Error(err, "unable to create controller", "v1alpha1Controllers", "LocalModel") + os.Exit(1) + } + + // Start the Cmd + setupLog.Info("Starting the Cmd.") + if err := mgr.Start(signals.SetupSignalHandler()); err != nil { + setupLog.Error(err, "unable to run the manager") + os.Exit(1) + } +} diff --git a/cmd/manager/main.go b/cmd/manager/main.go index 91cc4eb44e0..f9ee225bb78 100644 --- a/cmd/manager/main.go +++ b/cmd/manager/main.go @@ -24,7 +24,7 @@ import ( "sigs.k8s.io/controller-runtime/pkg/webhook/admission" "github.com/kserve/kserve/pkg/utils" - istio_networking "istio.io/api/networking/v1beta1" + istio_networking "istio.io/api/networking/v1alpha3" istioclientv1beta1 "istio.io/client-go/pkg/apis/networking/v1beta1" v1 "k8s.io/api/core/v1" "k8s.io/apimachinery/pkg/runtime" @@ -260,6 +260,7 @@ func main() { if err = ctrl.NewWebhookManagedBy(mgr). For(&v1alpha1.TrainedModel{}). + WithValidator(&v1alpha1.TrainedModelValidator{}). Complete(); err != nil { setupLog.Error(err, "unable to create webhook", "webhook", "v1alpha1") os.Exit(1) @@ -267,6 +268,7 @@ func main() { if err = ctrl.NewWebhookManagedBy(mgr). For(&v1alpha1.InferenceGraph{}). + WithValidator(&v1alpha1.InferenceGraphValidator{}). Complete(); err != nil { setupLog.Error(err, "unable to create webhook", "webhook", "v1alpha1") os.Exit(1) @@ -274,6 +276,8 @@ func main() { if err = ctrl.NewWebhookManagedBy(mgr). For(&v1beta1.InferenceService{}). + WithDefaulter(&v1beta1.InferenceServiceDefaulter{}). + WithValidator(&v1beta1.InferenceServiceValidator{}). Complete(); err != nil { setupLog.Error(err, "unable to create webhook", "webhook", "v1beta1") os.Exit(1) diff --git a/cmd/spec-gen/main.go b/cmd/spec-gen/main.go index 83c9d814591..e12e4dbf12e 100644 --- a/cmd/spec-gen/main.go +++ b/cmd/spec-gen/main.go @@ -22,7 +22,7 @@ import ( "os" "strings" - kserve "github.com/kserve/kserve/pkg/apis/serving/v1beta1" + kserve "github.com/kserve/kserve/pkg/openapi" "k8s.io/klog" "k8s.io/kube-openapi/pkg/common" spec "k8s.io/kube-openapi/pkg/validation/spec" diff --git a/config/configmap/inferenceservice.yaml b/config/configmap/inferenceservice.yaml index 4b9d106d785..5468fc58ce9 100644 --- a/config/configmap/inferenceservice.yaml +++ b/config/configmap/inferenceservice.yaml @@ -192,7 +192,6 @@ data: ingress: |- { "ingressGateway" : "knative-serving/knative-ingress-gateway", - "ingressService" : "istio-ingressgateway.istio-system.svc.cluster.local", "localGateway" : "knative-serving/knative-local-gateway", "localGatewayService" : "knative-local-gateway.istio-system.svc.cluster.local", "ingressDomain" : "example.com", @@ -210,9 +209,15 @@ data: # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer. "ingressGateway" : "knative-serving/knative-ingress-gateway", - # ingressService specifies the hostname of the ingress service. + # knativeLocalGatewayService specifies the hostname of the Knative's local gateway service. + # The default KServe configurations are re-using the Istio local gateways for Knative. In this case, this + # knativeLocalGatewayService field can be left unset. When unset, the value of "localGatewayService" will be used. + # However, sometimes it may be better to have local gateways specifically for KServe (e.g. when enabling strict mTLS in Istio). + # Under such setups where KServe is needed to have its own local gateways, the values of the "localGateway" and + # "localGatewayService" should point to the KServe local gateways. Then, this knativeLocalGatewayService field + # should point to the Knative's local gateway service. # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer. - "ingressService" : "istio-ingressgateway.istio-system.svc.cluster.local", + "knativeLocalGatewayService": "", # localGateway specifies the gateway which handles the network traffic within the cluster. # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer. @@ -446,6 +451,19 @@ data: # the prometheus port is set with the default prometheus scraping port 9090, otherwise the prometheus port annotation is set with the metric aggregation port. "enablePrometheusScraping" : "false" } + + # ====================================== LOCALMODEL CONFIGURATION ====================================== + # Example + localModel: |- + { + "enabled": false, + # jobNamespace specifies the namespace where the download job will be created. + "jobNamespace": "kserve-localmodel-jobs", + # defaultJobImage specifies the default image used for the download job. + "defaultJobImage" : "kserve/storage-initializer:latest", + # Kubernetes modifies the filesystem group ID on the attached volume. + "FSGroup": 1000 + } explainers: |- { @@ -494,7 +512,6 @@ data: ingress: |- { "ingressGateway" : "knative-serving/knative-ingress-gateway", - "ingressService" : "istio-ingressgateway.istio-system.svc.cluster.local", "localGateway" : "knative-serving/knative-local-gateway", "localGatewayService" : "knative-local-gateway.istio-system.svc.cluster.local", "ingressDomain" : "example.com", @@ -554,3 +571,16 @@ data: "enableMetricAggregation": "false", "enablePrometheusScraping" : "false" } + + localModel: |- + { + "enabled": false, + "jobNamespace": "kserve-localmodel-jobs", + "defaultJobImage" : "kserve/storage-initializer:latest", + "FSGroup": 1000 + } + + security: |- + { + "autoMountServiceAccountToken": true + } diff --git a/config/crd/full/kustomization.yaml b/config/crd/full/kustomization.yaml index 2ed142ca844..760b698c910 100644 --- a/config/crd/full/kustomization.yaml +++ b/config/crd/full/kustomization.yaml @@ -8,3 +8,5 @@ resources: - serving.kserve.io_servingruntimes.yaml - serving.kserve.io_inferencegraphs.yaml - serving.kserve.io_clusterstoragecontainers.yaml + - serving.kserve.io_clusterlocalmodels.yaml + - serving.kserve.io_localmodelnodegroups.yaml diff --git a/config/crd/full/serving.kserve.io_clusterlocalmodels.yaml b/config/crd/full/serving.kserve.io_clusterlocalmodels.yaml new file mode 100644 index 00000000000..2e5afd4b917 --- /dev/null +++ b/config/crd/full/serving.kserve.io_clusterlocalmodels.yaml @@ -0,0 +1,86 @@ +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: clusterlocalmodels.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterLocalModel + listKind: ClusterLocalModelList + plural: clusterlocalmodels + singular: clusterlocalmodel + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + modelSize: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + nodeGroup: + type: string + sourceModelUri: + type: string + x-kubernetes-validations: + - message: StorageUri is immutable + rule: self == oldSelf + required: + - modelSize + - nodeGroup + - sourceModelUri + type: object + status: + properties: + copies: + properties: + available: + type: integer + failed: + type: integer + total: + type: integer + type: object + inferenceServices: + items: + properties: + name: + type: string + namespace: + type: string + type: object + type: array + nodeStatus: + additionalProperties: + enum: + - "" + - NodeNotReady + - NodeDownloadPending + - NodeDownloading + - NodeDownloaded + - NodeDownloadError + - NodeDeleting + - NodeDeletionError + - NodeDeleted + type: string + type: object + type: object + type: object + served: true + storage: true + subresources: + status: {} diff --git a/config/crd/full/serving.kserve.io_clusterservingruntimes.yaml b/config/crd/full/serving.kserve.io_clusterservingruntimes.yaml index 159ad4266d2..b8ec9de65cb 100644 --- a/config/crd/full/serving.kserve.io_clusterservingruntimes.yaml +++ b/config/crd/full/serving.kserve.io_clusterservingruntimes.yaml @@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: clusterservingruntimes.serving.kserve.io spec: group: serving.kserve.io @@ -59,11 +59,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -75,11 +77,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic weight: @@ -90,6 +94,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: properties: nodeSelectorTerms: @@ -106,11 +111,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -122,14 +129,17 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic type: array + x-kubernetes-list-type: atomic required: - nodeSelectorTerms type: object @@ -155,17 +165,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -179,11 +201,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -194,6 +218,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -207,6 +232,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -223,17 +249,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -247,11 +285,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -262,12 +302,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object podAntiAffinity: properties: @@ -289,17 +331,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -313,11 +367,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -328,6 +384,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -341,6 +398,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -357,17 +415,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -381,11 +451,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -396,12 +468,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object type: object annotations: @@ -424,6 +498,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -462,6 +537,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -490,10 +566,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -508,6 +586,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -546,6 +625,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -558,12 +638,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -574,6 +658,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -581,6 +666,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -595,6 +681,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -612,6 +699,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -624,6 +712,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -645,6 +741,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -662,6 +759,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -674,6 +772,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -696,6 +802,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -706,6 +813,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -726,6 +834,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -800,6 +909,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -810,6 +920,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -830,6 +941,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -920,16 +1032,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -985,6 +1108,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -995,6 +1119,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -1015,6 +1140,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -1077,6 +1203,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -1088,6 +1217,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -1097,6 +1228,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -1109,12 +1243,15 @@ spec: type: string grpcEndpoint: type: string + hostIPC: + type: boolean httpDataEndpoint: type: string imagePullSecrets: items: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1226,6 +1363,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic path: type: string readOnly: @@ -1235,6 +1373,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1252,6 +1391,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1280,7 +1420,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -1295,6 +1437,7 @@ spec: nodePublishSecretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1350,6 +1493,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object emptyDir: properties: @@ -1374,6 +1518,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic dataSource: properties: apiGroup: @@ -1403,18 +1548,6 @@ spec: type: object resources: properties: - claims: - items: - properties: - name: - type: string - required: - - name - type: object - type: array - x-kubernetes-list-map-keys: - - name - x-kubernetes-list-type: map limits: additionalProperties: anyOf: @@ -1445,11 +1578,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -1458,6 +1593,8 @@ spec: x-kubernetes-map-type: atomic storageClassName: type: string + volumeAttributesClassName: + type: string volumeMode: type: string volumeName: @@ -1480,10 +1617,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic wwids: items: type: string type: array + x-kubernetes-list-type: atomic type: object flexVolume: properties: @@ -1500,6 +1639,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1580,11 +1720,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic readOnly: type: boolean secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1646,6 +1788,45 @@ spec: sources: items: properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object configMap: properties: items: @@ -1663,7 +1844,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -1709,6 +1892,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object secret: properties: @@ -1727,7 +1911,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -1747,6 +1933,7 @@ spec: type: object type: object type: array + x-kubernetes-list-type: atomic type: object quobyte: properties: @@ -1778,6 +1965,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic pool: type: string readOnly: @@ -1785,6 +1973,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1807,6 +1996,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1845,6 +2035,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic optional: type: boolean secretName: @@ -1859,6 +2050,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1884,6 +2076,1935 @@ spec: - name type: object type: array + workerSpec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + hostIPC: + type: boolean + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + nodeSelector: + additionalProperties: + type: string + type: object + size: + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + required: + - containers + type: object required: - containers type: object diff --git a/config/crd/full/serving.kserve.io_clusterstoragecontainers.yaml b/config/crd/full/serving.kserve.io_clusterstoragecontainers.yaml index 056dcb84710..2a55ab532fe 100644 --- a/config/crd/full/serving.kserve.io_clusterstoragecontainers.yaml +++ b/config/crd/full/serving.kserve.io_clusterstoragecontainers.yaml @@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: clusterstoragecontainers.serving.kserve.io spec: group: serving.kserve.io @@ -34,10 +34,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -52,6 +54,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -90,6 +93,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -102,12 +106,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -118,6 +126,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -125,6 +134,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -139,6 +149,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -156,6 +167,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -168,6 +180,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -189,6 +209,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -206,6 +227,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -218,6 +240,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -240,6 +270,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -250,6 +281,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -270,6 +302,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -344,6 +377,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -354,6 +388,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -374,6 +409,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -464,16 +500,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -529,6 +576,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -539,6 +587,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -559,6 +608,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -621,6 +671,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -632,6 +685,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -641,6 +696,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -655,6 +713,9 @@ spec: type: string type: object type: array + workloadType: + default: initContainer + type: string required: - container - supportedUriFormats diff --git a/config/crd/full/serving.kserve.io_inferencegraphs.yaml b/config/crd/full/serving.kserve.io_inferencegraphs.yaml index b147648f752..c1a577f549b 100644 --- a/config/crd/full/serving.kserve.io_inferencegraphs.yaml +++ b/config/crd/full/serving.kserve.io_inferencegraphs.yaml @@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: inferencegraphs.serving.kserve.io spec: group: serving.kserve.io @@ -58,11 +58,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -74,11 +76,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic weight: @@ -89,6 +93,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: properties: nodeSelectorTerms: @@ -105,11 +110,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -121,14 +128,17 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic type: array + x-kubernetes-list-type: atomic required: - nodeSelectorTerms type: object @@ -154,17 +164,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -178,11 +200,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -193,6 +217,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -206,6 +231,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -222,17 +248,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -246,11 +284,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -261,12 +301,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object podAntiAffinity: properties: @@ -288,17 +330,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -312,11 +366,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -327,6 +383,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -340,6 +397,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -356,17 +414,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -380,11 +450,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -395,12 +467,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object type: object maxReplicas: diff --git a/config/crd/full/serving.kserve.io_inferenceservices.yaml b/config/crd/full/serving.kserve.io_inferenceservices.yaml index 02257f1c1d0..bcefabac1e3 100644 --- a/config/crd/full/serving.kserve.io_inferenceservices.yaml +++ b/config/crd/full/serving.kserve.io_inferenceservices.yaml @@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: inferenceservices.serving.kserve.io spec: group: serving.kserve.io @@ -75,11 +75,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -91,11 +93,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic weight: @@ -106,6 +110,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: properties: nodeSelectorTerms: @@ -122,11 +127,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -138,14 +145,17 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic type: array + x-kubernetes-list-type: atomic required: - nodeSelectorTerms type: object @@ -171,17 +181,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -195,11 +217,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -210,6 +234,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -223,6 +248,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -239,17 +265,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -263,11 +301,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -278,12 +318,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object podAntiAffinity: properties: @@ -305,17 +347,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -329,11 +383,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -344,6 +400,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -357,6 +414,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -373,17 +431,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -397,11 +467,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -412,12 +484,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object type: object annotations: @@ -430,10 +504,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic config: additionalProperties: type: string @@ -452,6 +528,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -490,6 +567,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -502,12 +580,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -518,6 +600,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -525,6 +608,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -539,6 +623,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -556,6 +641,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -568,6 +654,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -589,6 +683,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -606,6 +701,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -618,6 +714,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -640,6 +744,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -650,6 +755,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -670,6 +776,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -740,6 +847,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -750,6 +858,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -770,6 +879,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -858,16 +968,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -923,6 +1044,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -933,6 +1055,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -953,6 +1076,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -1032,6 +1156,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -1043,6 +1170,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -1052,6 +1181,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -1079,10 +1211,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -1097,6 +1231,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -1135,6 +1270,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -1147,12 +1283,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -1163,6 +1303,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -1170,6 +1311,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -1184,6 +1326,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -1201,6 +1344,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -1213,6 +1357,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -1234,6 +1386,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -1251,6 +1404,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -1263,6 +1417,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -1285,6 +1447,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -1295,6 +1458,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -1315,6 +1479,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -1387,6 +1552,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -1397,6 +1563,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -1417,6 +1584,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -1505,16 +1673,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -1570,6 +1749,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -1580,6 +1760,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -1600,6 +1781,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -1662,6 +1844,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -1673,6 +1858,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -1682,6 +1869,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -1712,6 +1902,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic options: items: properties: @@ -1721,10 +1912,12 @@ spec: type: string type: object type: array + x-kubernetes-list-type: atomic searches: items: type: string type: array + x-kubernetes-list-type: atomic type: object dnsPolicy: type: string @@ -1737,8 +1930,11 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic ip: type: string + required: + - ip type: object type: array hostIPC: @@ -1755,6 +1951,7 @@ spec: items: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1766,10 +1963,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -1784,6 +1983,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -1822,6 +2022,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -1834,12 +2035,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -1850,6 +2055,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -1857,6 +2063,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -1871,6 +2078,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -1888,6 +2096,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -1900,6 +2109,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -1921,6 +2138,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -1938,6 +2156,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -1950,6 +2169,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -1972,6 +2199,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -1982,6 +2210,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -2002,6 +2231,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -2076,6 +2306,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -2086,6 +2317,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -2106,6 +2338,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -2196,16 +2429,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -2261,6 +2505,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -2271,6 +2516,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -2291,6 +2537,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -2353,6 +2600,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -2364,6 +2614,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -2373,6 +2625,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -2385,6 +2640,10 @@ spec: type: object logger: properties: + metadataHeaders: + items: + type: string + type: array mode: enum: - all @@ -2482,6 +2741,15 @@ spec: x-kubernetes-list-type: map securityContext: properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object fsGroup: format: int64 type: integer @@ -2520,6 +2788,7 @@ spec: format: int64 type: integer type: array + x-kubernetes-list-type: atomic sysctls: items: properties: @@ -2532,6 +2801,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic windowsOptions: properties: gmsaCredentialSpec: @@ -2592,11 +2862,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -2685,6 +2957,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic path: type: string readOnly: @@ -2694,6 +2967,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -2711,6 +2985,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -2739,7 +3014,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -2754,6 +3031,7 @@ spec: nodePublishSecretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -2809,6 +3087,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object emptyDir: properties: @@ -2833,6 +3112,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic dataSource: properties: apiGroup: @@ -2862,18 +3142,6 @@ spec: type: object resources: properties: - claims: - items: - properties: - name: - type: string - required: - - name - type: object - type: array - x-kubernetes-list-map-keys: - - name - x-kubernetes-list-type: map limits: additionalProperties: anyOf: @@ -2904,11 +3172,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -2917,6 +3187,8 @@ spec: x-kubernetes-map-type: atomic storageClassName: type: string + volumeAttributesClassName: + type: string volumeMode: type: string volumeName: @@ -2939,10 +3211,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic wwids: items: type: string type: array + x-kubernetes-list-type: atomic type: object flexVolume: properties: @@ -2959,6 +3233,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -3039,11 +3314,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic readOnly: type: boolean secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -3105,6 +3382,45 @@ spec: sources: items: properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object configMap: properties: items: @@ -3122,7 +3438,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -3168,6 +3486,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object secret: properties: @@ -3186,7 +3505,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -3206,6 +3527,7 @@ spec: type: object type: object type: array + x-kubernetes-list-type: atomic type: object quobyte: properties: @@ -3237,6 +3559,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic pool: type: string readOnly: @@ -3244,6 +3567,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -3266,6 +3590,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -3304,6 +3629,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic optional: type: boolean secretName: @@ -3318,6 +3644,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -3369,11 +3696,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -3385,11 +3714,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic weight: @@ -3400,6 +3731,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: properties: nodeSelectorTerms: @@ -3416,11 +3748,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -3432,14 +3766,17 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic type: array + x-kubernetes-list-type: atomic required: - nodeSelectorTerms type: object @@ -3465,17 +3802,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -3489,11 +3838,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -3504,6 +3855,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -3517,6 +3869,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -3533,17 +3886,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -3557,11 +3922,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -3572,12 +3939,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object podAntiAffinity: properties: @@ -3599,17 +3968,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -3623,11 +4004,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -3638,6 +4021,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -3651,6 +4035,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -3667,17 +4052,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -3691,11 +4088,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -3706,12 +4105,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object type: object annotations: @@ -3742,10 +4143,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -3760,6 +4163,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -3798,6 +4202,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -3810,12 +4215,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -3826,6 +4235,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -3833,6 +4243,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -3847,6 +4258,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -3864,6 +4276,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -3876,6 +4289,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -3897,6 +4318,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -3914,6 +4336,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -3926,6 +4349,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -3948,6 +4379,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -3958,6 +4390,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -3978,6 +4411,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4050,6 +4484,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -4060,6 +4495,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -4080,6 +4516,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4168,16 +4605,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -4233,6 +4681,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -4243,6 +4692,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -4263,6 +4713,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4325,6 +4776,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -4336,6 +4790,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -4345,6 +4801,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -4375,6 +4834,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic options: items: properties: @@ -4384,10 +4844,12 @@ spec: type: string type: object type: array + x-kubernetes-list-type: atomic searches: items: type: string type: array + x-kubernetes-list-type: atomic type: object dnsPolicy: type: string @@ -4400,8 +4862,11 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic ip: type: string + required: + - ip type: object type: array hostIPC: @@ -4420,10 +4885,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -4438,6 +4905,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -4476,6 +4944,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -4488,12 +4957,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -4504,6 +4977,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -4511,6 +4985,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -4525,6 +5000,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -4542,6 +5018,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4554,6 +5031,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -4575,6 +5060,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -4592,6 +5078,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4604,6 +5091,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -4626,6 +5121,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -4636,6 +5132,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -4656,6 +5153,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4728,6 +5226,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -4738,6 +5237,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -4758,6 +5258,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4846,16 +5347,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -4911,6 +5423,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -4921,6 +5434,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -4941,6 +5455,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5018,6 +5533,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -5029,6 +5547,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -5038,6 +5558,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -5045,6 +5568,7 @@ spec: items: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -5056,10 +5580,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -5074,6 +5600,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -5112,6 +5639,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -5124,12 +5652,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -5140,6 +5672,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -5147,6 +5680,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -5161,6 +5695,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -5178,6 +5713,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5190,6 +5726,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -5211,6 +5755,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -5228,6 +5773,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5240,6 +5786,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -5262,6 +5816,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -5272,6 +5827,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -5292,6 +5848,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5366,6 +5923,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -5376,6 +5934,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -5396,6 +5955,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5486,16 +6046,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean - capabilities: + appArmorProfile: properties: - add: - items: - type: string - type: array - drop: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -5551,6 +6122,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -5561,6 +6133,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -5581,6 +6154,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5643,6 +6217,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -5654,6 +6231,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -5663,6 +6242,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -5679,10 +6261,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -5697,6 +6281,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -5735,6 +6320,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -5747,12 +6333,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -5763,6 +6353,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -5770,6 +6361,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -5784,6 +6376,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -5801,6 +6394,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5813,6 +6407,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -5834,6 +6436,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -5851,6 +6454,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5863,6 +6467,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -5885,6 +6497,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -5895,6 +6508,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -5915,6 +6529,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5987,6 +6602,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -5997,6 +6613,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -6017,6 +6634,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -6105,16 +6723,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -6170,6 +6799,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -6180,6 +6810,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -6200,6 +6831,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -6277,6 +6909,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -6288,6 +6923,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -6297,11 +6934,18 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object logger: properties: + metadataHeaders: + items: + type: string + type: array mode: enum: - all @@ -6321,10 +6965,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -6339,6 +6985,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -6377,6 +7024,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -6389,12 +7037,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -6405,6 +7057,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -6412,6 +7065,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -6426,6 +7080,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -6443,6 +7098,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -6455,6 +7111,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -6476,6 +7140,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -6493,6 +7158,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -6505,6 +7171,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -6527,6 +7201,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -6537,6 +7212,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -6557,6 +7233,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -6638,6 +7315,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -6648,6 +7326,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -6668,6 +7347,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -6758,16 +7438,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -6823,6 +7514,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -6833,6 +7525,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -6853,6 +7546,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -6930,6 +7624,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -6941,6 +7638,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -6950,6 +7649,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -6966,10 +7668,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -6984,6 +7688,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -7022,6 +7727,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -7034,12 +7740,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -7050,6 +7760,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -7057,6 +7768,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -7071,6 +7783,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -7088,6 +7801,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7100,6 +7814,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -7121,6 +7843,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -7138,6 +7861,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7150,6 +7874,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -7172,6 +7904,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -7182,6 +7915,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -7202,6 +7936,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7274,6 +8009,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -7284,6 +8020,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -7304,6 +8041,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7392,16 +8130,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -7457,6 +8206,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -7467,6 +8217,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -7487,6 +8238,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7564,6 +8316,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -7575,6 +8330,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -7584,6 +8341,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -7606,10 +8366,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -7624,6 +8386,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -7662,6 +8425,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -7674,12 +8438,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -7690,6 +8458,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -7697,6 +8466,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -7711,6 +8481,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -7728,6 +8499,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7740,6 +8512,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -7761,6 +8541,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -7778,6 +8559,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7790,6 +8572,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -7812,6 +8602,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -7822,6 +8613,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -7842,6 +8634,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7914,6 +8707,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -7924,6 +8718,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -7944,6 +8739,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8032,16 +8828,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -8097,6 +8904,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -8107,6 +8915,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -8127,6 +8936,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8204,6 +9014,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -8215,6 +9028,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -8224,6 +9039,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -8233,10 +9051,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -8251,6 +9071,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -8289,6 +9110,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -8301,12 +9123,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -8317,6 +9143,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -8324,6 +9151,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -8338,6 +9166,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -8355,6 +9184,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8367,6 +9197,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -8388,6 +9226,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -8405,6 +9244,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8417,6 +9257,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -8439,6 +9287,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -8449,6 +9298,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -8469,6 +9319,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8541,6 +9392,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -8551,6 +9403,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -8571,6 +9424,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8659,16 +9513,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -8724,6 +9589,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -8734,6 +9600,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -8754,6 +9621,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8831,6 +9699,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -8842,6 +9713,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -8851,6 +9724,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -8867,10 +9743,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -8885,6 +9763,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -8923,6 +9802,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -8935,12 +9815,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -8951,6 +9835,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -8958,6 +9843,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -8972,6 +9858,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -8989,6 +9876,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9001,6 +9889,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -9022,6 +9918,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -9039,6 +9936,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9051,6 +9949,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -9073,6 +9979,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -9083,6 +9990,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -9103,6 +10011,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9175,6 +10084,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -9185,6 +10095,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -9205,6 +10116,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9293,16 +10205,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -9358,6 +10281,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -9368,6 +10292,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -9388,6 +10313,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9465,6 +10391,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -9476,6 +10405,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -9485,6 +10416,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -9545,6 +10479,15 @@ spec: x-kubernetes-list-type: map securityContext: properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object fsGroup: format: int64 type: integer @@ -9583,6 +10526,7 @@ spec: format: int64 type: integer type: array + x-kubernetes-list-type: atomic sysctls: items: properties: @@ -9595,6 +10539,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic windowsOptions: properties: gmsaCredentialSpec: @@ -9621,10 +10566,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -9639,6 +10586,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -9677,6 +10625,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -9689,12 +10638,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -9705,6 +10658,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -9712,6 +10666,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -9726,6 +10681,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -9743,6 +10699,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9755,6 +10712,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -9776,6 +10741,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -9793,6 +10759,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9805,6 +10772,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -9827,6 +10802,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -9837,6 +10813,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -9857,6 +10834,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9929,6 +10907,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -9939,6 +10918,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -9959,6 +10939,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10047,16 +11028,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -10112,6 +11104,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -10122,6 +11115,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -10142,6 +11136,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10219,6 +11214,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -10230,6 +11228,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -10239,6 +11239,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -10250,10 +11253,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -10268,6 +11273,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -10306,6 +11312,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -10318,12 +11325,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -10334,6 +11345,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -10341,6 +11353,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -10355,6 +11368,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -10372,6 +11386,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10384,6 +11399,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -10405,6 +11428,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -10422,6 +11446,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10434,6 +11459,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -10456,6 +11489,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -10466,6 +11500,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -10486,6 +11521,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10558,6 +11594,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -10568,6 +11605,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -10588,6 +11626,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10676,16 +11715,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -10741,6 +11791,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -10751,6 +11802,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -10771,6 +11823,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10848,6 +11901,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -10859,6 +11915,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -10868,6 +11926,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -10909,11 +11970,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -10955,10 +12018,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -10973,6 +12038,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -11011,6 +12077,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -11023,12 +12090,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -11039,6 +12110,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -11046,6 +12118,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -11060,6 +12133,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -11077,6 +12151,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -11089,6 +12164,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -11110,6 +12193,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -11127,6 +12211,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -11139,6 +12224,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -11161,6 +12254,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -11171,6 +12265,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -11191,6 +12286,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -11263,6 +12359,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -11273,6 +12370,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -11293,6 +12391,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -11381,16 +12480,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -11446,6 +12556,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -11456,6 +12567,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -11476,6 +12588,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -11553,6 +12666,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -11564,6 +12680,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -11573,6 +12691,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -11629,6 +12750,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic path: type: string readOnly: @@ -11638,6 +12760,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -11655,6 +12778,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -11683,7 +12807,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -11698,6 +12824,7 @@ spec: nodePublishSecretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -11753,6 +12880,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object emptyDir: properties: @@ -11777,6 +12905,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic dataSource: properties: apiGroup: @@ -11806,18 +12935,6 @@ spec: type: object resources: properties: - claims: - items: - properties: - name: - type: string - required: - - name - type: object - type: array - x-kubernetes-list-map-keys: - - name - x-kubernetes-list-type: map limits: additionalProperties: anyOf: @@ -11848,11 +12965,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -11861,6 +12980,8 @@ spec: x-kubernetes-map-type: atomic storageClassName: type: string + volumeAttributesClassName: + type: string volumeMode: type: string volumeName: @@ -11883,10 +13004,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic wwids: items: type: string type: array + x-kubernetes-list-type: atomic type: object flexVolume: properties: @@ -11903,6 +13026,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -11983,11 +13107,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic readOnly: type: boolean secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -12049,6 +13175,45 @@ spec: sources: items: properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object configMap: properties: items: @@ -12066,7 +13231,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -12112,6 +13279,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object secret: properties: @@ -12130,7 +13298,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -12150,6 +13320,7 @@ spec: type: object type: object type: array + x-kubernetes-list-type: atomic type: object quobyte: properties: @@ -12181,6 +13352,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic pool: type: string readOnly: @@ -12188,6 +13360,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -12209,94 +13382,3647 @@ spec: type: boolean secretRef: properties: - name: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + workerSpec: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + automountServiceAccountToken: + type: boolean + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + x-kubernetes-list-type: atomic + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + x-kubernetes-list-type: atomic + searches: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + ephemeralContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + targetContainerName: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + x-kubernetes-list-type: atomic + ip: + type: string + required: + - ip + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + required: + - name + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + x-kubernetes-list-type: atomic + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + size: + type: integer + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: type: string type: object - x-kubernetes-map-type: atomic - sslEnabled: - type: boolean - storageMode: - type: string - storagePool: - type: string - system: - type: string - volumeName: - type: string - required: - - gateway - - secretRef - - system - type: object - secret: - properties: - defaultMode: - format: int32 - type: integer - items: - items: - properties: - key: - type: string - mode: - format: int32 - type: integer - path: - type: string - required: - - key - - path - type: object - type: array - optional: - type: boolean - secretName: - type: string - type: object - storageos: - properties: - fsType: - type: string - readOnly: - type: boolean - secretRef: + vsphereVolume: properties: - name: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: type: string + required: + - volumePath type: object - x-kubernetes-map-type: atomic - volumeName: - type: string - volumeNamespace: - type: string - type: object - vsphereVolume: - properties: - fsType: - type: string - storagePolicyID: - type: string - storagePolicyName: - type: string - volumePath: - type: string required: - - volumePath + - name type: object - required: - - name - type: object - type: array + type: array + type: object xgboost: properties: args: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -12311,6 +17037,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -12349,6 +17076,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -12361,12 +17089,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -12377,6 +17109,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -12384,6 +17117,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -12398,6 +17132,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -12415,6 +17150,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -12427,6 +17163,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -12448,6 +17192,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -12465,6 +17210,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -12477,6 +17223,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -12499,6 +17253,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -12509,6 +17264,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -12529,6 +17285,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -12601,6 +17358,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -12611,6 +17369,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -12631,6 +17390,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -12719,16 +17479,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -12784,6 +17555,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -12794,6 +17566,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -12814,6 +17587,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -12891,6 +17665,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -12902,6 +17679,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -12911,6 +17690,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -12940,11 +17722,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -12956,11 +17740,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic weight: @@ -12971,6 +17757,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: properties: nodeSelectorTerms: @@ -12987,11 +17774,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -13003,14 +17792,17 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic type: array + x-kubernetes-list-type: atomic required: - nodeSelectorTerms type: object @@ -13036,17 +17828,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -13060,11 +17864,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -13075,6 +17881,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -13088,6 +17895,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -13104,17 +17912,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -13128,11 +17948,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -13143,12 +17965,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object podAntiAffinity: properties: @@ -13170,17 +17994,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -13194,11 +18030,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -13209,6 +18047,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -13222,6 +18061,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -13238,17 +18078,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -13262,11 +18114,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -13277,12 +18131,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object type: object annotations: @@ -13313,10 +18169,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -13331,6 +18189,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -13369,6 +18228,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -13381,12 +18241,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -13397,6 +18261,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -13404,6 +18269,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -13418,6 +18284,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -13435,6 +18302,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -13447,6 +18315,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -13468,6 +18344,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -13485,6 +18362,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -13497,6 +18375,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -13519,6 +18405,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -13529,6 +18416,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -13549,6 +18437,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -13621,6 +18510,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -13631,6 +18521,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -13651,6 +18542,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -13739,16 +18631,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -13804,6 +18707,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -13814,6 +18718,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -13834,6 +18739,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -13896,6 +18802,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -13907,6 +18816,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -13916,6 +18827,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -13946,6 +18860,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic options: items: properties: @@ -13955,10 +18870,12 @@ spec: type: string type: object type: array + x-kubernetes-list-type: atomic searches: items: type: string type: array + x-kubernetes-list-type: atomic type: object dnsPolicy: type: string @@ -13971,8 +18888,11 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic ip: type: string + required: + - ip type: object type: array hostIPC: @@ -13989,6 +18909,7 @@ spec: items: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -14000,10 +18921,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -14018,6 +18941,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -14056,6 +18980,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -14068,12 +18993,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -14084,6 +19013,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -14091,6 +19021,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -14105,6 +19036,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -14122,6 +19054,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -14134,6 +19067,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -14155,6 +19096,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -14172,6 +19114,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -14184,6 +19127,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -14206,6 +19157,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -14216,6 +19168,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -14236,6 +19189,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -14310,6 +19264,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -14320,6 +19275,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -14340,6 +19296,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -14430,16 +19387,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -14495,6 +19463,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -14505,6 +19474,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -14525,6 +19495,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -14587,6 +19558,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -14598,6 +19572,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -14607,6 +19583,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -14619,6 +19598,10 @@ spec: type: object logger: properties: + metadataHeaders: + items: + type: string + type: array mode: enum: - all @@ -14716,6 +19699,15 @@ spec: x-kubernetes-list-type: map securityContext: properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object fsGroup: format: int64 type: integer @@ -14754,6 +19746,7 @@ spec: format: int64 type: integer type: array + x-kubernetes-list-type: atomic sysctls: items: properties: @@ -14766,6 +19759,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic windowsOptions: properties: gmsaCredentialSpec: @@ -14826,11 +19820,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -14919,6 +19915,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic path: type: string readOnly: @@ -14928,6 +19925,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -14945,6 +19943,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -14973,7 +19972,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -14988,6 +19989,7 @@ spec: nodePublishSecretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -15043,6 +20045,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object emptyDir: properties: @@ -15067,6 +20070,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic dataSource: properties: apiGroup: @@ -15096,18 +20100,6 @@ spec: type: object resources: properties: - claims: - items: - properties: - name: - type: string - required: - - name - type: object - type: array - x-kubernetes-list-map-keys: - - name - x-kubernetes-list-type: map limits: additionalProperties: anyOf: @@ -15138,11 +20130,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -15151,6 +20145,8 @@ spec: x-kubernetes-map-type: atomic storageClassName: type: string + volumeAttributesClassName: + type: string volumeMode: type: string volumeName: @@ -15173,10 +20169,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic wwids: items: type: string type: array + x-kubernetes-list-type: atomic type: object flexVolume: properties: @@ -15193,6 +20191,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -15273,11 +20272,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic readOnly: type: boolean secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -15339,6 +20340,45 @@ spec: sources: items: properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object configMap: properties: items: @@ -15356,7 +20396,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -15402,6 +20444,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object secret: properties: @@ -15420,7 +20463,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -15440,6 +20485,7 @@ spec: type: object type: object type: array + x-kubernetes-list-type: atomic type: object quobyte: properties: @@ -15471,6 +20517,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic pool: type: string readOnly: @@ -15478,6 +20525,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -15500,6 +20548,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -15538,6 +20587,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic optional: type: boolean secretName: @@ -15552,6 +20602,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic diff --git a/config/crd/full/serving.kserve.io_localmodelnodegroups.yaml b/config/crd/full/serving.kserve.io_localmodelnodegroups.yaml new file mode 100644 index 00000000000..f7b995c34b1 --- /dev/null +++ b/config/crd/full/serving.kserve.io_localmodelnodegroups.yaml @@ -0,0 +1,684 @@ +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: localmodelnodegroups.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: LocalModelNodeGroup + listKind: LocalModelNodeGroupList + plural: localmodelnodegroups + singular: localmodelnodegroup + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + persistentVolumeClaimSpec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + persistentVolumeSpec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + secretNamespace: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + capacity: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + claimRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + resourceVersion: + type: string + uid: + type: string + type: object + x-kubernetes-map-type: granular + csi: + properties: + controllerExpandSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + controllerPublishSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + driver: + type: string + fsType: + type: string + nodeExpandSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + nodePublishSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + nodeStageSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + volumeHandle: + type: string + required: + - driver + - volumeHandle + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + glusterfs: + properties: + endpoints: + type: string + endpointsNamespace: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + local: + properties: + fsType: + type: string + path: + type: string + required: + - path + type: object + mountOptions: + items: + type: string + type: array + x-kubernetes-list-type: atomic + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + nodeAffinity: + properties: + required: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + persistentVolumeReclaimPolicy: + type: string + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + storageClassName: + type: string + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + resourceVersion: + type: string + uid: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + volumeAttributesClassName: + type: string + volumeMode: + type: string + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + type: object + storageLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + required: + - persistentVolumeClaimSpec + - persistentVolumeSpec + - storageLimit + type: object + status: + properties: + available: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + used: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + served: true + storage: true diff --git a/config/crd/full/serving.kserve.io_servingruntimes.yaml b/config/crd/full/serving.kserve.io_servingruntimes.yaml index 0f01db81aa1..84141152342 100644 --- a/config/crd/full/serving.kserve.io_servingruntimes.yaml +++ b/config/crd/full/serving.kserve.io_servingruntimes.yaml @@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: servingruntimes.serving.kserve.io spec: group: serving.kserve.io @@ -59,11 +59,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -75,11 +77,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic weight: @@ -90,6 +94,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: properties: nodeSelectorTerms: @@ -106,11 +111,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -122,14 +129,17 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic type: array + x-kubernetes-list-type: atomic required: - nodeSelectorTerms type: object @@ -155,17 +165,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -179,11 +201,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -194,6 +218,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -207,6 +232,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -223,17 +249,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -247,11 +285,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -262,12 +302,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object podAntiAffinity: properties: @@ -289,17 +331,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -313,11 +367,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -328,6 +384,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -341,6 +398,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -357,17 +415,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -381,11 +451,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -396,12 +468,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object type: object annotations: @@ -424,6 +498,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -462,6 +537,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -490,10 +566,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -508,6 +586,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -546,6 +625,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -558,12 +638,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -574,6 +658,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -581,6 +666,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -595,6 +681,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -612,6 +699,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -624,6 +712,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -645,6 +741,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -662,6 +759,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -674,6 +772,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -696,6 +802,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -706,6 +813,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -726,6 +834,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -800,6 +909,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -810,6 +920,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -830,6 +941,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -920,16 +1032,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -985,6 +1108,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -995,6 +1119,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -1015,6 +1140,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -1077,6 +1203,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -1088,6 +1217,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -1097,6 +1228,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -1109,12 +1243,15 @@ spec: type: string grpcEndpoint: type: string + hostIPC: + type: boolean httpDataEndpoint: type: string imagePullSecrets: items: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1226,6 +1363,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic path: type: string readOnly: @@ -1235,6 +1373,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1252,6 +1391,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1280,7 +1420,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -1295,6 +1437,7 @@ spec: nodePublishSecretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1350,6 +1493,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object emptyDir: properties: @@ -1374,6 +1518,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic dataSource: properties: apiGroup: @@ -1403,18 +1548,6 @@ spec: type: object resources: properties: - claims: - items: - properties: - name: - type: string - required: - - name - type: object - type: array - x-kubernetes-list-map-keys: - - name - x-kubernetes-list-type: map limits: additionalProperties: anyOf: @@ -1445,11 +1578,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -1458,6 +1593,8 @@ spec: x-kubernetes-map-type: atomic storageClassName: type: string + volumeAttributesClassName: + type: string volumeMode: type: string volumeName: @@ -1480,10 +1617,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic wwids: items: type: string type: array + x-kubernetes-list-type: atomic type: object flexVolume: properties: @@ -1500,6 +1639,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1580,11 +1720,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic readOnly: type: boolean secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1646,6 +1788,45 @@ spec: sources: items: properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object configMap: properties: items: @@ -1663,7 +1844,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -1709,6 +1892,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object secret: properties: @@ -1727,7 +1911,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -1747,6 +1933,7 @@ spec: type: object type: object type: array + x-kubernetes-list-type: atomic type: object quobyte: properties: @@ -1778,6 +1965,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic pool: type: string readOnly: @@ -1785,6 +1973,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1807,6 +1996,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1845,6 +2035,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic optional: type: boolean secretName: @@ -1859,6 +2050,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -1884,6 +2076,1935 @@ spec: - name type: object type: array + workerSpec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + hostIPC: + type: boolean + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + nodeSelector: + additionalProperties: + type: string + type: object + size: + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + required: + - containers + type: object required: - containers type: object diff --git a/config/crd/full/serving.kserve.io_trainedmodels.yaml b/config/crd/full/serving.kserve.io_trainedmodels.yaml index 932360cbd82..2e08331dcdb 100644 --- a/config/crd/full/serving.kserve.io_trainedmodels.yaml +++ b/config/crd/full/serving.kserve.io_trainedmodels.yaml @@ -3,7 +3,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: trainedmodels.serving.kserve.io spec: group: serving.kserve.io diff --git a/config/crd/kustomization.yaml b/config/crd/kustomization.yaml index 9d7880d6821..a7e42d9789d 100644 --- a/config/crd/kustomization.yaml +++ b/config/crd/kustomization.yaml @@ -18,6 +18,8 @@ resources: - full/serving.kserve.io_servingruntimes.yaml - full/serving.kserve.io_inferencegraphs.yaml - full/serving.kserve.io_clusterstoragecontainers.yaml +- full/serving.kserve.io_clusterlocalmodels.yaml +- full/serving.kserve.io_localmodelnodegroups.yaml patches: diff --git a/config/crd/minimal/kustomization.yaml b/config/crd/minimal/kustomization.yaml index 2ed142ca844..760b698c910 100644 --- a/config/crd/minimal/kustomization.yaml +++ b/config/crd/minimal/kustomization.yaml @@ -8,3 +8,5 @@ resources: - serving.kserve.io_servingruntimes.yaml - serving.kserve.io_inferencegraphs.yaml - serving.kserve.io_clusterstoragecontainers.yaml + - serving.kserve.io_clusterlocalmodels.yaml + - serving.kserve.io_localmodelnodegroups.yaml diff --git a/config/crd/minimal/serving.kserve.io_clusterlocalmodels.yaml b/config/crd/minimal/serving.kserve.io_clusterlocalmodels.yaml new file mode 100644 index 00000000000..ae46350f220 --- /dev/null +++ b/config/crd/minimal/serving.kserve.io_clusterlocalmodels.yaml @@ -0,0 +1,38 @@ +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: clusterlocalmodels.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterLocalModel + listKind: ClusterLocalModelList + plural: clusterlocalmodels + singular: clusterlocalmodel + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + type: object + x-kubernetes-map-type: atomic + x-kubernetes-preserve-unknown-fields: true + status: + type: object + x-kubernetes-map-type: atomic + x-kubernetes-preserve-unknown-fields: true + type: object + served: true + storage: true + subresources: + status: {} diff --git a/config/crd/minimal/serving.kserve.io_clusterservingruntimes.yaml b/config/crd/minimal/serving.kserve.io_clusterservingruntimes.yaml index e58c634dd23..d7111bbf1b5 100644 --- a/config/crd/minimal/serving.kserve.io_clusterservingruntimes.yaml +++ b/config/crd/minimal/serving.kserve.io_clusterservingruntimes.yaml @@ -2,7 +2,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: clusterservingruntimes.serving.kserve.io spec: group: serving.kserve.io diff --git a/config/crd/minimal/serving.kserve.io_clusterstoragecontainers.yaml b/config/crd/minimal/serving.kserve.io_clusterstoragecontainers.yaml index d01f54495ed..ab3496538ef 100644 --- a/config/crd/minimal/serving.kserve.io_clusterstoragecontainers.yaml +++ b/config/crd/minimal/serving.kserve.io_clusterstoragecontainers.yaml @@ -2,7 +2,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: clusterstoragecontainers.serving.kserve.io spec: group: serving.kserve.io diff --git a/config/crd/minimal/serving.kserve.io_inferencegraphs.yaml b/config/crd/minimal/serving.kserve.io_inferencegraphs.yaml index cef0d681af1..6d54c209f73 100644 --- a/config/crd/minimal/serving.kserve.io_inferencegraphs.yaml +++ b/config/crd/minimal/serving.kserve.io_inferencegraphs.yaml @@ -2,7 +2,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: inferencegraphs.serving.kserve.io spec: group: serving.kserve.io diff --git a/config/crd/minimal/serving.kserve.io_inferenceservices.yaml b/config/crd/minimal/serving.kserve.io_inferenceservices.yaml index b7717a73e9a..ebcaa6f0dab 100644 --- a/config/crd/minimal/serving.kserve.io_inferenceservices.yaml +++ b/config/crd/minimal/serving.kserve.io_inferenceservices.yaml @@ -2,7 +2,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: inferenceservices.serving.kserve.io spec: group: serving.kserve.io diff --git a/config/crd/minimal/serving.kserve.io_localmodelnodegroups.yaml b/config/crd/minimal/serving.kserve.io_localmodelnodegroups.yaml new file mode 100644 index 00000000000..27ffee9a7d8 --- /dev/null +++ b/config/crd/minimal/serving.kserve.io_localmodelnodegroups.yaml @@ -0,0 +1,36 @@ +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: localmodelnodegroups.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: LocalModelNodeGroup + listKind: LocalModelNodeGroupList + plural: localmodelnodegroups + singular: localmodelnodegroup + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + type: object + x-kubernetes-map-type: atomic + x-kubernetes-preserve-unknown-fields: true + status: + type: object + x-kubernetes-map-type: atomic + x-kubernetes-preserve-unknown-fields: true + type: object + served: true + storage: true diff --git a/config/crd/minimal/serving.kserve.io_servingruntimes.yaml b/config/crd/minimal/serving.kserve.io_servingruntimes.yaml index 1d4ce4fec32..cb1a5b17119 100644 --- a/config/crd/minimal/serving.kserve.io_servingruntimes.yaml +++ b/config/crd/minimal/serving.kserve.io_servingruntimes.yaml @@ -2,7 +2,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: servingruntimes.serving.kserve.io spec: group: serving.kserve.io diff --git a/config/crd/minimal/serving.kserve.io_trainedmodels.yaml b/config/crd/minimal/serving.kserve.io_trainedmodels.yaml index 2a5aa790a4e..fc68b2276d6 100644 --- a/config/crd/minimal/serving.kserve.io_trainedmodels.yaml +++ b/config/crd/minimal/serving.kserve.io_trainedmodels.yaml @@ -2,7 +2,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: trainedmodels.serving.kserve.io spec: group: serving.kserve.io diff --git a/config/default/kustomization.yaml b/config/default/kustomization.yaml index 4b419f7569a..4685e57f4dd 100644 --- a/config/default/kustomization.yaml +++ b/config/default/kustomization.yaml @@ -18,6 +18,7 @@ resources: - ../manager - ../webhook # - ../certmanager # not needed, because ODH is using OpenShift's serving certificates for WebHooks +- ../localmodels - network-policies.yaml # ODH specific generatorOptions: @@ -196,6 +197,7 @@ patches: - path: svc_webhook_cainjection_patch.yaml - path: manager_resources_patch.yaml - path: cainjection_conversion_webhook.yaml +- path: localmodel_manager_image_patch.yaml # Since OpenShift serving-certificates are being used, # remove CA bundle placeholders # - patch: |- diff --git a/config/default/localmodel_manager_image_patch.yaml b/config/default/localmodel_manager_image_patch.yaml new file mode 100644 index 00000000000..0f981601a5f --- /dev/null +++ b/config/default/localmodel_manager_image_patch.yaml @@ -0,0 +1,12 @@ +apiVersion: apps/v1 +kind: Deployment +metadata: + name: kserve-localmodel-controller-manager + namespace: kserve +spec: + template: + spec: + containers: + # Change the value of image field below to your controller image URL + - image: kserve/kserve-localmodel-controller:latest + name: manager diff --git a/config/default/manager_auth_proxy_patch.yaml b/config/default/manager_auth_proxy_patch.yaml index 6bf8cc7fd16..4eae8f36b01 100644 --- a/config/default/manager_auth_proxy_patch.yaml +++ b/config/default/manager_auth_proxy_patch.yaml @@ -10,7 +10,15 @@ spec: spec: containers: - name: kube-rbac-proxy - image: gcr.io/kubebuilder/kube-rbac-proxy:v0.13.1 + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true + image: quay.io/brancz/kube-rbac-proxy:v0.18.0 args: - "--secure-listen-address=0.0.0.0:8443" - "--upstream=http://127.0.0.1:8080/" diff --git a/config/localmodels/kustomization.yaml b/config/localmodels/kustomization.yaml new file mode 100644 index 00000000000..dfce22e6c57 --- /dev/null +++ b/config/localmodels/kustomization.yaml @@ -0,0 +1,5 @@ +apiVersion: kustomize.config.k8s.io/v1beta1 +kind: Kustomization + +resources: +- manager.yaml diff --git a/config/localmodels/manager.yaml b/config/localmodels/manager.yaml new file mode 100644 index 00000000000..b783dcece7d --- /dev/null +++ b/config/localmodels/manager.yaml @@ -0,0 +1,53 @@ +apiVersion: apps/v1 +kind: Deployment +metadata: + name: kserve-localmodel-controller-manager + namespace: kserve + labels: + app.kubernetes.io/name: kserve-localmodel-controller-manager + control-plane: kserve-localmodel-controller-manager + controller-tools.k8s.io: "1.0" +spec: + selector: + matchLabels: + control-plane: kserve-localmodel-controller-manager + controller-tools.k8s.io: "1.0" + template: + metadata: + labels: + app.kubernetes.io/name: kserve-localmodel-controller-manager + control-plane: kserve-localmodel-controller-manager + controller-tools.k8s.io: "1.0" + annotations: + kubectl.kubernetes.io/default-container: manager + spec: + serviceAccountName: kserve-localmodel-controller-manager + securityContext: + runAsNonRoot: true + containers: + - command: + - /manager + image: ko://github.com/kserve/kserve/cmd/localmodel + imagePullPolicy: Always + name: manager + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true + env: + - name: POD_NAMESPACE + valueFrom: + fieldRef: + fieldPath: metadata.namespace + resources: + limits: + cpu: 100m + memory: 300Mi + requests: + cpu: 100m + memory: 200Mi + terminationGracePeriodSeconds: 10 diff --git a/config/manager/manager.yaml b/config/manager/manager.yaml index 6a7a3f63fdb..c75dbddb54b 100644 --- a/config/manager/manager.yaml +++ b/config/manager/manager.yaml @@ -4,6 +4,7 @@ metadata: name: kserve-controller-manager namespace: kserve labels: + app.kubernetes.io/name: kserve-controller-manager control-plane: kserve-controller-manager controller-tools.k8s.io: "1.0" spec: @@ -14,6 +15,7 @@ spec: template: metadata: labels: + app.kubernetes.io/name: kserve-controller-manager control-plane: kserve-controller-manager controller-tools.k8s.io: "1.0" annotations: @@ -30,6 +32,12 @@ spec: name: manager securityContext: allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true env: - name: POD_NAMESPACE valueFrom: diff --git a/config/overlays/development/kustomization.yaml b/config/overlays/development/kustomization.yaml index 3114894ba53..cf8767bb4b7 100644 --- a/config/overlays/development/kustomization.yaml +++ b/config/overlays/development/kustomization.yaml @@ -6,3 +6,4 @@ resources: patches: - path: configmap/inferenceservice_patch.yaml - path: manager_image_patch.yaml +- path: localmodel_image_patch.yaml diff --git a/config/overlays/test/configmap/inferenceservice-disable-istio.yaml b/config/overlays/test/configmap/inferenceservice-disable-istio.yaml index 92b11eca24c..c96d934e11f 100644 --- a/config/overlays/test/configmap/inferenceservice-disable-istio.yaml +++ b/config/overlays/test/configmap/inferenceservice-disable-istio.yaml @@ -7,7 +7,6 @@ data: ingress: |- { "ingressGateway" : "knative-serving/knative-ingress-gateway", - "ingressService" : "istio-ingressgateway.istio-system.svc.cluster.local", "localGateway" : "knative-serving/knative-local-gateway", "localGatewayService" : "knative-local-gateway.istio-system.svc.cluster.local", "ingressDomain" : "example.com", diff --git a/config/overlays/test/configmap/inferenceservice-ingress.yaml b/config/overlays/test/configmap/inferenceservice-ingress.yaml index 07f2a7ded09..323784eb21a 100644 --- a/config/overlays/test/configmap/inferenceservice-ingress.yaml +++ b/config/overlays/test/configmap/inferenceservice-ingress.yaml @@ -7,7 +7,6 @@ data: ingress: |- { "ingressGateway" : "knative-serving/knative-ingress-gateway", - "ingressService" : "istio-ingressgateway.istio-system.svc.cluster.local", "localGateway": "knative-serving/knative-local-gateway", "localGatewayService" : "knative-local-gateway.istio-system.svc.cluster.local", "ingressClassName" : "istio", diff --git a/config/overlays/test/configmap/inferenceservice.yaml b/config/overlays/test/configmap/inferenceservice.yaml index 90adaca0d4d..61a919cd730 100644 --- a/config/overlays/test/configmap/inferenceservice.yaml +++ b/config/overlays/test/configmap/inferenceservice.yaml @@ -32,7 +32,6 @@ data: ingress: |- { "ingressGateway" : "knative-serving/knative-ingress-gateway", - "ingressService" : "istio-ingressgateway.istio-system.svc.cluster.local", "localGateway": "knative-serving/knative-local-gateway", "localGatewayService" : "knative-local-gateway.istio-system.svc.cluster.local", "ingressClassName" : "istio", diff --git a/config/overlays/test/kustomization.yaml b/config/overlays/test/kustomization.yaml index b3f9ad3320f..0ffe7ff9e09 100644 --- a/config/overlays/test/kustomization.yaml +++ b/config/overlays/test/kustomization.yaml @@ -8,3 +8,4 @@ resources: patches: - path: configmap/inferenceservice.yaml - path: manager_image_patch.yaml +- path: localmodel_manager_image_patch.yaml diff --git a/config/overlays/test/localmodel_manager_image_patch.yaml b/config/overlays/test/localmodel_manager_image_patch.yaml new file mode 100644 index 00000000000..a343587970b --- /dev/null +++ b/config/overlays/test/localmodel_manager_image_patch.yaml @@ -0,0 +1,20 @@ +apiVersion: apps/v1 +kind: Deployment +metadata: + name: kserve-localmodel-controller-manager + namespace: kserve +spec: + template: + spec: + containers: + - name: manager + command: + image: kserve/kserve-localmodel-controller:latest + imagePullPolicy: IfNotPresent + resources: + limits: + cpu: 100m + memory: 300Mi + requests: + cpu: 50m + memory: 200Mi diff --git a/config/overlays/test/manager_image_patch.yaml b/config/overlays/test/manager_image_patch.yaml index bcb4fd67c0f..77167a5d643 100644 --- a/config/overlays/test/manager_image_patch.yaml +++ b/config/overlays/test/manager_image_patch.yaml @@ -14,7 +14,7 @@ spec: resources: limits: cpu: 100m - memory: 200Mi + memory: 300Mi requests: - cpu: 10m - memory: 32Mi + cpu: 50m + memory: 200Mi diff --git a/config/rbac/kustomization.yaml b/config/rbac/kustomization.yaml index 4d2c0f010ee..6e872b04bfb 100644 --- a/config/rbac/kustomization.yaml +++ b/config/rbac/kustomization.yaml @@ -13,3 +13,6 @@ resources: - auth_proxy_service.yaml - auth_proxy_role.yaml - auth_proxy_role_binding.yaml +- localmodel/role_binding.yaml +- localmodel/role.yaml +- localmodel/service_account.yaml diff --git a/config/rbac/localmodel/role.yaml b/config/rbac/localmodel/role.yaml new file mode 100644 index 00000000000..63dfab9bb71 --- /dev/null +++ b/config/rbac/localmodel/role.yaml @@ -0,0 +1,88 @@ +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + name: kserve-localmodel-manager-role +rules: +- apiGroups: + - "" + resources: + - configmaps + verbs: + - get +- apiGroups: + - "" + resources: + - nodes + verbs: + - get + - list + - watch +- apiGroups: + - "" + resources: + - nodes/status + verbs: + - get + - watch +- apiGroups: + - "" + resources: + - persistentvolumeclaims + - persistentvolumes + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - batch + resources: + - jobs + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - batch + resources: + - jobs/status + verbs: + - get +- apiGroups: + - serving.kserve.io + resources: + - clusterlocalmodels + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.kserve.io + resources: + - clusterlocalmodels/status + verbs: + - get + - patch + - update +- apiGroups: + - serving.kserve.io + resources: + - clusterstoragecontainers + - inferenceservices + - localmodelnodegroups + verbs: + - get + - list + - watch diff --git a/config/rbac/localmodel/role_binding.yaml b/config/rbac/localmodel/role_binding.yaml new file mode 100644 index 00000000000..cd1c940b0d6 --- /dev/null +++ b/config/rbac/localmodel/role_binding.yaml @@ -0,0 +1,11 @@ +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + name: kserve-localmodel-manager-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-localmodel-manager-role +subjects: +- kind: ServiceAccount + name: kserve-localmodel-controller-manager diff --git a/config/rbac/localmodel/service_account.yaml b/config/rbac/localmodel/service_account.yaml new file mode 100644 index 00000000000..863dc506b3d --- /dev/null +++ b/config/rbac/localmodel/service_account.yaml @@ -0,0 +1,8 @@ +apiVersion: v1 +kind: ServiceAccount +metadata: + labels: + app.kubernetes.io/instance: kserve-localmodel-controller-manager + app.kubernetes.io/managed-by: kserve-localmodel-controller-manager + app.kubernetes.io/name: kserve-localmodel-controller-manager + name: kserve-localmodel-controller-manager diff --git a/config/rbac/role.yaml b/config/rbac/role.yaml index 1974fe1278f..79e3896b837 100644 --- a/config/rbac/role.yaml +++ b/config/rbac/role.yaml @@ -4,43 +4,6 @@ kind: ClusterRole metadata: name: kserve-manager-role rules: -- apiGroups: - - admissionregistration.k8s.io - resources: - - mutatingwebhookconfigurations - - validatingwebhookconfigurations - verbs: - - create - - delete - - get - - list - - patch - - update - - watch -- apiGroups: - - apps - resources: - - deployments - verbs: - - create - - delete - - get - - list - - patch - - update - - watch -- apiGroups: - - autoscaling - resources: - - horizontalpodautoscalers - verbs: - - create - - delete - - get - - list - - patch - - update - - watch - apiGroups: - "" resources: @@ -53,6 +16,7 @@ rules: - "" resources: - events + - services verbs: - create - delete @@ -65,6 +29,7 @@ rules: - "" resources: - namespaces + - pods verbs: - get - list @@ -72,31 +37,27 @@ rules: - apiGroups: - "" resources: - - pods + - secrets + - serviceaccounts verbs: - get - - list - - watch - apiGroups: - - "" + - admissionregistration.k8s.io resources: - - secrets + - mutatingwebhookconfigurations + - validatingwebhookconfigurations verbs: - create - delete - get + - list - patch - update + - watch - apiGroups: - - "" - resources: - - serviceaccounts - verbs: - - get -- apiGroups: - - "" + - apps resources: - - services + - deployments verbs: - create - delete @@ -106,9 +67,9 @@ rules: - update - watch - apiGroups: - - networking.istio.io + - autoscaling resources: - - virtualservices + - horizontalpodautoscalers verbs: - create - delete @@ -120,6 +81,7 @@ rules: - apiGroups: - networking.istio.io resources: + - virtualservices - virtualservices/finalizers verbs: - create @@ -153,17 +115,6 @@ rules: - serving.knative.dev resources: - services - verbs: - - create - - delete - - get - - list - - patch - - update - - watch -- apiGroups: - - serving.knative.dev - resources: - services/finalizers verbs: - create @@ -184,102 +135,22 @@ rules: - apiGroups: - serving.kserve.io resources: - - clusterservingruntimes - - clusterservingruntimes/finalizers + - clusterlocalmodels verbs: - - create - - delete - get - list - - patch - - update - - watch -- apiGroups: - - serving.kserve.io - resources: - - clusterservingruntimes/status - verbs: - - get - - patch - - update - apiGroups: - serving.kserve.io resources: + - clusterservingruntimes + - clusterservingruntimes/finalizers - clusterstoragecontainers - verbs: - - create - - delete - - get - - list - - patch - - update - - watch -- apiGroups: - - serving.kserve.io - resources: - inferencegraphs - inferencegraphs/finalizers - verbs: - - create - - delete - - get - - list - - patch - - update - - watch -- apiGroups: - - serving.kserve.io - resources: - - inferencegraphs/status - verbs: - - get - - patch - - update -- apiGroups: - - serving.kserve.io - resources: - inferenceservices - inferenceservices/finalizers - verbs: - - create - - delete - - get - - list - - patch - - update - - watch -- apiGroups: - - serving.kserve.io - resources: - - inferenceservices/status - verbs: - - get - - patch - - update -- apiGroups: - - serving.kserve.io - resources: - servingruntimes - servingruntimes/finalizers - verbs: - - create - - delete - - get - - list - - patch - - update - - watch -- apiGroups: - - serving.kserve.io - resources: - - servingruntimes/status - verbs: - - get - - patch - - update -- apiGroups: - - serving.kserve.io - resources: - trainedmodels verbs: - create @@ -292,6 +163,10 @@ rules: - apiGroups: - serving.kserve.io resources: + - clusterservingruntimes/status + - inferencegraphs/status + - inferenceservices/status + - servingruntimes/status - trainedmodels/status verbs: - get diff --git a/config/runtimes/kserve-huggingfaceserver.yaml b/config/runtimes/kserve-huggingfaceserver.yaml index 7236f2f7f43..f3fc10d3369 100644 --- a/config/runtimes/kserve-huggingfaceserver.yaml +++ b/config/runtimes/kserve-huggingfaceserver.yaml @@ -19,6 +19,13 @@ spec: image: huggingfaceserver:replace args: - --model_name={{.Name}} + securityContext: + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL resources: requests: cpu: "1" @@ -26,3 +33,11 @@ spec: limits: cpu: "1" memory: 2Gi + volumeMounts: + - name: devshm + mountPath: /dev/shm + volumes: + - name: devshm + emptyDir: + medium: Memory + hostIPC: false diff --git a/config/runtimes/kserve-lgbserver.yaml b/config/runtimes/kserve-lgbserver.yaml index bace0b6800e..eaa703cd7af 100644 --- a/config/runtimes/kserve-lgbserver.yaml +++ b/config/runtimes/kserve-lgbserver.yaml @@ -22,6 +22,13 @@ spec: - --model_dir=/mnt/models - --http_port=8080 - --nthread=1 + securityContext: + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL resources: requests: cpu: "1" diff --git a/config/runtimes/kserve-mlserver.yaml b/config/runtimes/kserve-mlserver.yaml index d373a2791b7..b8a1b72f260 100644 --- a/config/runtimes/kserve-mlserver.yaml +++ b/config/runtimes/kserve-mlserver.yaml @@ -54,6 +54,13 @@ spec: value: "9000" - name: "MODELS_DIR" value: "/mnt/models" + securityContext: + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL resources: requests: cpu: "1" diff --git a/config/runtimes/kserve-paddleserver.yaml b/config/runtimes/kserve-paddleserver.yaml index 925f2ee1052..89a2c8e502e 100644 --- a/config/runtimes/kserve-paddleserver.yaml +++ b/config/runtimes/kserve-paddleserver.yaml @@ -21,6 +21,13 @@ spec: - --model_name={{.Name}} - --model_dir=/mnt/models - --http_port=8080 + securityContext: + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL resources: requests: cpu: "1" diff --git a/config/runtimes/kserve-pmmlserver.yaml b/config/runtimes/kserve-pmmlserver.yaml index ca949ec08a5..537631f93b4 100644 --- a/config/runtimes/kserve-pmmlserver.yaml +++ b/config/runtimes/kserve-pmmlserver.yaml @@ -25,6 +25,13 @@ spec: - --model_name={{.Name}} - --model_dir=/mnt/models - --http_port=8080 + securityContext: + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL resources: requests: cpu: "1" diff --git a/config/runtimes/kserve-sklearnserver.yaml b/config/runtimes/kserve-sklearnserver.yaml index cb52c2c507b..c257921d816 100644 --- a/config/runtimes/kserve-sklearnserver.yaml +++ b/config/runtimes/kserve-sklearnserver.yaml @@ -21,6 +21,13 @@ spec: - --model_name={{.Name}} - --model_dir=/mnt/models - --http_port=8080 + securityContext: + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL resources: requests: cpu: "1" diff --git a/config/runtimes/kserve-tensorflow-serving.yaml b/config/runtimes/kserve-tensorflow-serving.yaml index 1975e6c3c4f..1e3a7fcf826 100644 --- a/config/runtimes/kserve-tensorflow-serving.yaml +++ b/config/runtimes/kserve-tensorflow-serving.yaml @@ -28,6 +28,14 @@ spec: - --rest_api_port=8080 - --model_base_path=/mnt/models - --rest_api_timeout_in_ms=60000 + securityContext: + runAsUser: 1000 # User is not defined in the Dockerfile, so we need to set it here to run as non-root + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL resources: requests: cpu: "1" diff --git a/config/runtimes/kserve-torchserve.yaml b/config/runtimes/kserve-torchserve.yaml index 93f704db8fc..9c93fa7f5ce 100644 --- a/config/runtimes/kserve-torchserve.yaml +++ b/config/runtimes/kserve-torchserve.yaml @@ -26,6 +26,14 @@ spec: env: - name: "TS_SERVICE_ENVELOPE" value: "{{.Labels.serviceEnvelope}}" + securityContext: + runAsUser: 1000 # User ID is not defined in the Dockerfile, so we need to set it here to run as non-root + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL resources: requests: cpu: "1" diff --git a/config/runtimes/kserve-tritonserver.yaml b/config/runtimes/kserve-tritonserver.yaml index c3f8c5bc78d..a55fb447fdf 100644 --- a/config/runtimes/kserve-tritonserver.yaml +++ b/config/runtimes/kserve-tritonserver.yaml @@ -42,6 +42,14 @@ spec: - --http-port=8080 - --allow-grpc=true - --allow-http=true + securityContext: + runAsUser: 1000 # https://docs.nvidia.com/deeplearning/triton-inference-server/user-guide/docs/customization_guide/deploy.html#run-as-a-non-root-user + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL resources: requests: cpu: "1" diff --git a/config/runtimes/kserve-xgbserver.yaml b/config/runtimes/kserve-xgbserver.yaml index 29a60c4ac67..8740e7bc1e1 100644 --- a/config/runtimes/kserve-xgbserver.yaml +++ b/config/runtimes/kserve-xgbserver.yaml @@ -22,6 +22,13 @@ spec: - --model_dir=/mnt/models - --http_port=8080 - --nthread=1 + securityContext: + allowPrivilegeEscalation: false + privileged: false + runAsNonRoot: true + capabilities: + drop: + - ALL resources: requests: cpu: "1" diff --git a/config/storagecontainers/default.yaml b/config/storagecontainers/default.yaml index 440f04797ee..070fb3f117e 100644 --- a/config/storagecontainers/default.yaml +++ b/config/storagecontainers/default.yaml @@ -17,7 +17,9 @@ spec: - prefix: gs:// - prefix: s3:// - prefix: hdfs:// + - prefix : hf:// - prefix: webhdfs:// - regex: "https://(.+?).blob.core.windows.net/(.+)" - regex: "https://(.+?).file.core.windows.net/(.+)" - regex: "https?://(.+)/(.+)" + workloadType: initContainer diff --git a/config/storagecontainers/kustomization.yaml b/config/storagecontainers/kustomization.yaml index dbcb6ec2a8c..cd0de57e9a3 100644 --- a/config/storagecontainers/kustomization.yaml +++ b/config/storagecontainers/kustomization.yaml @@ -10,4 +10,4 @@ configurations: images: - name: default-storage-initilizer newName: kserve/storage-initializer - newTag: latest + newTag: latest \ No newline at end of file diff --git a/config/webhook/manifests.yaml b/config/webhook/manifests.yaml index 761e9adcc33..ddac00f3376 100644 --- a/config/webhook/manifests.yaml +++ b/config/webhook/manifests.yaml @@ -6,7 +6,6 @@ metadata: name: inferenceservice.serving.kserve.io webhooks: - clientConfig: - caBundle: Cg== service: name: $(webhookServiceName) namespace: $(kserveNamespace) @@ -26,7 +25,6 @@ webhooks: resources: - inferenceservices - clientConfig: - caBundle: Cg== service: name: $(webhookServiceName) namespace: $(kserveNamespace) @@ -62,7 +60,6 @@ metadata: name: inferenceservice.serving.kserve.io webhooks: - clientConfig: - caBundle: Cg== service: name: $(webhookServiceName) namespace: $(kserveNamespace) @@ -89,7 +86,6 @@ metadata: name: trainedmodel.serving.kserve.io webhooks: - clientConfig: - caBundle: Cg== service: name: $(webhookServiceName) namespace: $(kserveNamespace) @@ -116,7 +112,6 @@ metadata: name: inferencegraph.serving.kserve.io webhooks: - clientConfig: - caBundle: Cg== service: name: $(webhookServiceName) namespace: $(kserveNamespace) @@ -143,7 +138,6 @@ webhooks: # name: clusterservingruntime.serving.kserve.io #webhooks: # - clientConfig: -# caBundle: Cg== # service: # name: $(webhookServiceName) # namespace: $(kserveNamespace) @@ -170,7 +164,6 @@ metadata: name: servingruntime.serving.kserve.io webhooks: - clientConfig: - caBundle: Cg== service: name: $(webhookServiceName) namespace: $(kserveNamespace) diff --git a/docs/COMMON_ISSUES_AND_SOLUTIONS.md b/docs/COMMON_ISSUES_AND_SOLUTIONS.md new file mode 100644 index 00000000000..8a025a4bf09 --- /dev/null +++ b/docs/COMMON_ISSUES_AND_SOLUTIONS.md @@ -0,0 +1,56 @@ +# Common issues and solutions + +This document compiles common issues that users may encounter and provides solutions for troubleshooting. + +## Issue list + - [CRD Annotations Too Long](#issue-crd-annotations-too-longissue-crd-annotations-too-long) + - [Failed ci - Verify Generated Code / verify-codegen](#issue-failed-ci---verify-generated-code--verify-codegen) +## Issue detail + +**New issues should be documented above existing issues.** + +--- +### CRD Annotations Too Long +- Summary: Error when applying CRDs due to excessive annotation size. +- Symptoms: + - error msg: + ~~~ + "metadata.annotations: Too long: must have at most 262144 bytes." + ~~~ +- Cause: CRD annotations exceed the Kubernetes size limit. +- Resolution: + - Reduce annotation size or use server-side apply. + - ex) `kubectl apply --server-side=true -k ./config/default` +- Author: Jooho Lee/jlee@redhat.com +- Date: 2024-08-20 +- Related Issues/PRs: [#3487](https://github.com/kserve/kserve/issues/3487), [#3144](https://github.com/kserve/kserve/pull/3144), [#3877](https://github.com/kserve/kserve/pull/3877) + +--- +### Failed ci - Verify Generated Code / verify-codegen +- Summary: when PR has a new api added for CRD, CI(Verify Generated Code / verify-codegen) might fail +- Symptoms: + - error msg in ci: + ~~~ + "kserve/kserve is out of date. Please run make generate" + ~~~ +- Cause: + - There are some diffs in openapi generated file: pkg/apis/serving/v1beta1/openapi_generated.go. (inferenceservice crd case) +- Resolution: + - run these make targets in order + ~~~ + make generate + make manifests + ~~~ +- Author: Jooho Lee/jlee@redhat.com +- Date: 2024-08-19 +- Related Issues/PRs: X diff --git a/docs/apis/Dockerfile b/docs/apis/Dockerfile index 5ff708de545..13d853047d3 100644 --- a/docs/apis/Dockerfile +++ b/docs/apis/Dockerfile @@ -1,4 +1,4 @@ -FROM golang:1.17 +FROM golang:1.22 RUN apt-get update && apt-get -y upgrade && apt-get -y install git diff --git a/docs/samples/explanation/aif/germancredit/server/Dockerfile b/docs/samples/explanation/aif/germancredit/server/Dockerfile index c71833e6fe6..bf976712231 100644 --- a/docs/samples/explanation/aif/germancredit/server/Dockerfile +++ b/docs/samples/explanation/aif/germancredit/server/Dockerfile @@ -1,6 +1,6 @@ # Use the official lightweight Python image. # https://hub.docker.com/_/python -FROM python:3.7-slim +FROM python:3.10-slim ENV APP_HOME /app WORKDIR $APP_HOME @@ -13,7 +13,8 @@ RUN pip install --no-cache-dir -r ./requirements.txt COPY model.py ./ # Copy german-credit data -COPY german.data /usr/local/lib/python3.7/site-packages/aif360/data/raw/german/ -COPY german.doc /usr/local/lib/python3.7/site-packages/aif360/data/raw/german/ +COPY german.data /usr/local/lib/python3.10/site-packages/aif360/data/raw/german/ +COPY german.doc /usr/local/lib/python3.10/site-packages/aif360/data/raw/german/ CMD ["python", "model.py"] + diff --git a/docs/samples/explanation/aif/germancredit/server/README.md b/docs/samples/explanation/aif/germancredit/server/README.md index 60090c7320e..5095ef8eff5 100644 --- a/docs/samples/explanation/aif/germancredit/server/README.md +++ b/docs/samples/explanation/aif/germancredit/server/README.md @@ -19,3 +19,28 @@ docker push dockeruser/aifserver:latest ``` Once your docker image is pushed you can pull the image from dockeruser/aifserver:latest when deploying an inferenceservice by specifying the image in the yaml file. + + +# Running the Container Image locally + +Replace the **CMD** argument with the following command to run the container locally. + +```bash +CMD ["python", "model.py", + "-m", "aifserver", + "--predictor_host", "german-credit-predictor-default.default.svc.cluster.local", + "--model_name", "german-credit", + "--feature_names", "age", "sex", "credit_history=Delay", "credit_history=None/Paid", "credit_history=Other", "savings=500+", "savings=<500", "savings=Unknown/None", "employment=1-4 years", "employment=4+ years", "employment=unemployed", + "--label_names", "credit", + "--favorable_label", "1", + "--unfavorable_label", "2", + "--privileged_groups", "{\"age\": 1}", + "--unprivileged_groups", "{\"age\": 0}"] +``` + +Once the image is built, you can run the request to test it: + +```bash +# make sure you are in the example's root directory where the `query_bias.py` script and the `input.json` file are located. +python query_bias.py http://localhost:8080/v1/models/german-credit:predict input.json +``` \ No newline at end of file diff --git a/docs/samples/explanation/aif/germancredit/server/requirements.txt b/docs/samples/explanation/aif/germancredit/server/requirements.txt index 0c1b2d1cffe..8fb35e649b4 100644 --- a/docs/samples/explanation/aif/germancredit/server/requirements.txt +++ b/docs/samples/explanation/aif/germancredit/server/requirements.txt @@ -1,4 +1,4 @@ -kserve -sklearn +kserve>=0.13.0 +scikit-learn aif360 numba diff --git a/docs/samples/explanation/alibi/alibiexplainer/poetry.lock b/docs/samples/explanation/alibi/alibiexplainer/poetry.lock index 3554488d244..241cfccded4 100644 --- a/docs/samples/explanation/alibi/alibiexplainer/poetry.lock +++ b/docs/samples/explanation/alibi/alibiexplainer/poetry.lock @@ -429,17 +429,17 @@ numpy = [ [[package]] name = "boto3" -version = "1.34.134" +version = "1.34.132" description = "The AWS SDK for Python" optional = false python-versions = ">=3.8" files = [ - {file = "boto3-1.34.134-py3-none-any.whl", hash = "sha256:342782c02ff077aae118c9c61179eed95c585831fba666baacc5588ff04aa6e1"}, - {file = "boto3-1.34.134.tar.gz", hash = "sha256:f6d6e5b0c9ab022a75373fa16c01f0cd54bc1bb64ef3b6ac64ac7cedd56cbe9c"}, + {file = "boto3-1.34.132-py3-none-any.whl", hash = "sha256:b5d1681a0d8bf255787c8b37f911d706672d5722c9ace5342cd283a3cdb04820"}, + {file = "boto3-1.34.132.tar.gz", hash = "sha256:3b2964060620f1bbe9574b5f8d3fb2a4e087faacfc6023c24154b184f1b16443"}, ] [package.dependencies] -botocore = ">=1.34.134,<1.35.0" +botocore = ">=1.34.132,<1.35.0" jmespath = ">=0.7.1,<2.0.0" s3transfer = ">=0.10.0,<0.11.0" @@ -448,13 +448,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"] [[package]] name = "botocore" -version = "1.34.134" +version = "1.34.132" description = "Low-level, data-driven core of boto 3." optional = false python-versions = ">=3.8" files = [ - {file = "botocore-1.34.134-py3-none-any.whl", hash = "sha256:45219e00639755f92569b29f8f279d5dde721494791412c1f7026a3779e8d9f4"}, - {file = "botocore-1.34.134.tar.gz", hash = "sha256:e29c299599426ed16dd2d4c1e20eef784f96b15e1850ebbc59a3250959285b95"}, + {file = "botocore-1.34.132-py3-none-any.whl", hash = "sha256:06ef8b4bd3b3cb5a9b9a4273a543b257be3304030978ba51516b576a65156c39"}, + {file = "botocore-1.34.132.tar.gz", hash = "sha256:372a6cfce29e5de9bcf8c95af901d0bc3e27d8aa2295fadee295424f95f43f16"}, ] [package.dependencies] @@ -1268,13 +1268,13 @@ files = [ [[package]] name = "fsspec" -version = "2024.6.1" +version = "2024.6.0" description = "File-system specification" optional = false python-versions = ">=3.8" files = [ - {file = "fsspec-2024.6.1-py3-none-any.whl", hash = "sha256:3cb443f8bcd2efb31295a5b9fdb02aee81d8452c80d28f97a6d0959e6cee101e"}, - {file = "fsspec-2024.6.1.tar.gz", hash = "sha256:fad7d7e209dd4c1208e3bbfda706620e0da5142bebbd9c384afb95b07e798e49"}, + {file = "fsspec-2024.6.0-py3-none-any.whl", hash = "sha256:58d7122eb8a1a46f7f13453187bfea4972d66bf01618d37366521b1998034cee"}, + {file = 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(>=1.4.2)", "tf2onnx"] onnxruntime = ["onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)"] optuna = ["optuna"] -quality = ["GitPython (<3.1.19)", "datasets (!=2.5.0)", "isort (>=5.5.4)", "ruff (==0.4.4)", "urllib3 (<2.0.0)"] +quality = ["GitPython (<3.1.19)", "datasets (!=2.5.0)", "isort (>=5.5.4)", "ruff (==0.1.5)", "urllib3 (<2.0.0)"] ray = ["ray[tune] (>=2.7.0)"] retrieval = ["datasets (!=2.5.0)", "faiss-cpu"] ruff = ["ruff (==0.4.4)"] @@ -5345,16 +5346,16 @@ serving = ["fastapi", "pydantic", "starlette", "uvicorn"] sigopt = ["sigopt"] sklearn = ["scikit-learn"] speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"] -testing = ["GitPython (<3.1.19)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "nltk", "parameterized", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.4.4)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"] +testing = ["GitPython (<3.1.19)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "nltk", "parameterized", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"] tf = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx"] -tf-cpu = ["keras (>2.9,<2.16)", "keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow-cpu (>2.9,<2.16)", "tensorflow-probability (<0.24)", "tensorflow-text (<2.16)", "tf2onnx"] +tf-cpu = ["keras (>2.9,<2.16)", "keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow-cpu (>2.9,<2.16)", "tensorflow-probability (<2.16)", "tensorflow-text (<2.16)", "tf2onnx"] tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"] -timm = ["timm (<=0.9.16)"] +timm = ["timm"] tokenizers = ["tokenizers (>=0.19,<0.20)"] torch = ["accelerate (>=0.21.0)", "torch"] torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"] torch-vision = ["Pillow (>=10.0.1,<=15.0)", "torchvision"] -torchhub = ["filelock", "huggingface-hub (>=0.23.2,<1.0)", "importlib-metadata", "numpy (>=1.17,<2.0)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.19,<0.20)", "torch", "tqdm (>=4.27)"] +torchhub = ["filelock", "huggingface-hub (>=0.23.0,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.19,<0.20)", "torch", "tqdm (>=4.27)"] video = ["av (==9.2.0)", "decord (==0.6.0)"] vision = ["Pillow (>=10.0.1,<=15.0)"] diff --git a/docs/samples/explanation/alibi/alibiexplainer/pyproject.toml b/docs/samples/explanation/alibi/alibiexplainer/pyproject.toml index 823eadbe988..8e11b8587ac 100644 --- a/docs/samples/explanation/alibi/alibiexplainer/pyproject.toml +++ b/docs/samples/explanation/alibi/alibiexplainer/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "alibiexplainer" -version = "0.12.1" +version = "0.13.0rc0" description = "Model Explanation Server. Not intended for use outside KServe Frameworks Images." authors = ["cliveseldon "] license = "https://github.com/kserve/kserve/blob/master/LICENSE" @@ -11,7 +11,7 @@ packages = [ [tool.poetry.dependencies] python = ">=3.8,<3.12" -kserve = { path = "../kserve", extras = ["storage"], develop = true } +kserve = { path = "../../../../../python/kserve", extras = ["storage"], develop = true } alibi = { version = "^0.9.4", extras = ["shap", "tensorflow"] } # From 0.9.5 alibi uses BSL license tensorflow = ">=2.12.0,<2.14" # the range that supports python 3.8 -- 3.11 dill = "^0.3.6" @@ -26,7 +26,7 @@ optional = true pytest = "^7.2.0" pytest-cov = "^4.0.0" mypy = "^0.991" -sklearnserver = { path = "../sklearnserver", develop = true } +sklearnserver = { path = "../../../../../python/sklearnserver", develop = true } [tool.poetry.group.dev] optional = true @@ -36,7 +36,7 @@ black = { version = "~24.3.0", extras = ["colorama"] } [tool.poetry-version-plugin] source = "file" -file_path = "../VERSION" +file_path = "../../../../../python/VERSION" [build-system] requires = ["poetry-core>=1.0.0"] diff --git a/docs/samples/fluid/README.md b/docs/samples/fluid/README.md index 42cf20f1b21..ed032474b44 100644 --- a/docs/samples/fluid/README.md +++ b/docs/samples/fluid/README.md @@ -25,23 +25,6 @@ To improve performance, it becomes crucial to cache the model artifacts rather t --type merge \ --patch '{"data":{"kubernetes.podspec-nodeselector":"enabled", "kubernetes.podspec-tolerations":"enabled"}}' ``` - * Enable Direct VolumeMount for PVC In KServe - - ```sh - # edit inferenceservice-config and update enableDirectPvcVolumeMount to true - kubectl edit configmap inferenceservice-config -n kserve - - # storageInitializer: |- - # { - # "image" : "kserve/storage-initializer:latest", - # "memoryRequest": "100Mi", - # "memoryLimit": "1Gi", - # "cpuRequest": "100m", - # "cpuLimit": "1", - # "storageSpecSecretName": "storage-config", - # "enableDirectPvcVolumeMount": false # change to true - # } - ``` * [Fluid](https://github.com/fluid-cloudnative/fluid/blob/master/docs/en/userguide/get_started.md) * Deploy Fluid @@ -50,15 +33,13 @@ To improve performance, it becomes crucial to cache the model artifacts rather t # Add Fluid repository to Helm repos and keep it up-to-date helm repo add fluid https://fluid-cloudnative.github.io/charts helm repo update - # we use the devel version here - helm upgrade --install \ - --set webhook.reinvocationPolicy=IfNeeded \ - fluid --create-namespace --namespace=fluid-system fluid/fluid --devel + # Deploy Fluid with Helm + helm upgrade --install fluid --create-namespace --namespace=fluid-system fluid/fluid ``` ## Prepare Demo Application -The demo application uses KServe to serve a LLM (Large Language Model). In this tutorial [BLOOM](https://huggingface.co/docs/transformers/model_doc/bloom) model is used as an example. +The demo application uses KServe to serve a LLM (Large Language Model). In this tutorial [Llama3.1-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct) model is used as an example. ### Prerequisite @@ -69,73 +50,48 @@ git clone https://github.com/kserve/kserve.git cd kserve/docs/samples/fluid ``` -### Build and Push Application Image - -```sh -export DOCKER_REPO='docker.io/' - -# build and push application image -cd docker -docker build -f Dockerfile -t ${DOCKER_REPO}/kserve-fluid:bloom-gpu-v1 . -docker push ${DOCKER_REPO}/kserve-fluid:bloom-gpu-v1 -cd .. -``` - ### Prepare Model Artifact -Download model from `HuggingFace`, `BLOOM` models are using in this tutorial. +Download model from `HuggingFace`, `Llama3.1-8B-Instruct` model is using in this tutorial. ```sh python -m venv .venv source .venv/bin/activate -pip install --upgrade pip -pip install 'transformers[torch]' +pip3 install --upgrade pip +pip3 install "huggingface_hub[hf_transfer]" # create models folder mkdir -p models -# please check https://huggingface.co/docs/transformers/model_doc/bloom for other BLOOM models and update the command accordingly -python3 download_model.py --model_name="bigscience/bloom-560m" --model_dir="models" -# export output_dir=models/models--bigscience--bloom-560m/snapshots/e985a63cdc139290c5f700ff1929f0b5942cced2 +# to download Llama models, you need accept the Llama 3 community license agreement and set HF_TOKEN +export HF_TOKEN="xxxxxxxx" +HF_HUB_ENABLE_HF_TRANSFER=1 python3 download_model.py --model_name="meta-llama/Meta-Llama-3.1-8B-Instruct" --model_dir="./models" +# export output_dir=models/models--meta-llama--Meta-Llama-3.1-8B-Instruct/snapshots/main ``` Structure of the model artifact: ```sh ❯ tree ${output_dir} -models/models--bigscience--bloom-560m/snapshots/e985a63cdc139290c5f700ff1929f0b5942cced2 -├── LICENSE -> ../../blobs/ab1f554e777c9a2075dca946ae706c0ab257a9de -├── README.md -> ../../blobs/2d31ada6c9c81597141987c8d8eeeb1df27c42ef -├── config.json -> ../../blobs/a9f31df161b949147c63449ead0bd4e5fc70770d -├── flax_model.msgpack -> ../../blobs/fdd2b3658489e7d17525b5ccfc656e1e056c4b47360e2a3bd808bce15bf4a79c -├── model.safetensors -> ../../blobs/a8702498162c95d68d2724e7f333c83d7be08de81cfc091455c38730682116d3 -├── pytorch_model.bin -> ../../blobs/8b42cc000f3764cd7983479c71e01cf7bda8e37352cef99cc44f36f5944377d8 -├── special_tokens_map.json -> ../../blobs/25bc39604f72700b3b8e10bd69bb2f227157edd1 -├── tokenizer.json -> ../../blobs/3fa39cd4b1500feb205bcce3b9703a4373414cafe4970e0657b413f7ddd2a9d3 -└── tokenizer_config.json -> ../../blobs/e7016b49fcff7e162946ec012d3c7b4db0b66d87 - -0 directories, 9 files +models/models--meta-llama--Meta-Llama-3.1-8B-Instruct/snapshots/main +├── config.json +├── generation_config.json +├── model-00001-of-00004.safetensors +├── model-00002-of-00004.safetensors +├── model-00003-of-00004.safetensors +├── model-00004-of-00004.safetensors +├── model.safetensors.index.json +├── original +│ ├── params.json +│ └── tokenizer.model +├── special_tokens_map.json +├── tokenizer.json +└── tokenizer_config.json ``` Upload the model to S3 bucket: ```sh # update the path accordingly -aws s3 cp --recursive ${output_dir} s3://${bucket}/models/bloom-560m -``` - -### Run The Application Locally - -```sh -docker run -it --rm -p 8080:8080 \ - -v $(pwd)/models:/mnt/models \ - -e MODEL_URL=/mnt/${output_dir} \ - -e MODEL_NAME=bloom \ - ${DOCKER_REPO}/kserve-fluid:bloom-gpu-v1 -``` - -### Test The Application - -```sh -curl -i -X POST -H "Content-Type: application/json" "localhost:8080/v1/models/bloom:predict" -d '{"prompt": "It was a dark and stormy night", "result_length": 50}' +aws s3 cp --recursive ${output_dir} s3://${bucket}/models/meta-llama--Meta-Llama-3.1-8B-Instruct ``` ## Demo @@ -146,17 +102,13 @@ Let's start our demo. ```sh kubectl create ns kserve-fluid-demo - -# add label to inject fluid sidecar -kubectl label namespace kserve-fluid-demo fluid.io/enable-injection=true ``` ### Create S3 Credentials Secret And Service Account ```sh # please update the s3 credentials to yours -# NOTE: for Jindo runtime, https is not supported in current version -kubectl create -f s3creds.yaml -n kserve-fluid-demo +$ kubectl create -f s3creds.yaml -n kserve-fluid-demo ``` ### Create Dataset And Runtime @@ -165,7 +117,7 @@ Create Dataset and Runtime (In this tutorial you will use `JindoFS` as the runti ```sh # please update the `mountPoint` and `options` -kubectl create -f jindo.yaml -n kserve-fluid-demo +$ kubectl create -f jindo.yaml -n kserve-fluid-demo dataset.data.fluid.io/s3-data created jindoruntime.data.fluid.io/s3-data created @@ -174,30 +126,28 @@ jindoruntime.data.fluid.io/s3-data created Check the status: ```sh -kubectl get po -n kserve-fluid-demo - +$ kubectl get po -n kserve-fluid-demo NAME READY STATUS RESTARTS AGE -s3-data-jindofs-master-0 1/1 Running 0 28s -s3-data-jindofs-worker-0 1/1 Running 0 5s -s3-data-jindofs-worker-1 1/1 Running 0 5s +s3-data-jindofs-master-0 1/1 Running 0 5m18s +s3-data-jindofs-worker-0 1/1 Running 0 3m53s +s3-data-jindofs-worker-1 1/1 Running 0 3m52s +s3-data-jindofs-worker-2 1/1 Running 0 3m52s -kubectl get jindoruntime,dataset -n kserve-fluid-demo - +$ kubectl get jindoruntime,dataset -n kserve-fluid-demo NAME MASTER PHASE WORKER PHASE FUSE PHASE AGE -jindoruntime.data.fluid.io/s3-data Ready Ready Ready 70s +jindoruntime.data.fluid.io/s3-data Ready Ready Ready 9m17s -NAME UFS TOTAL SIZE CACHED CACHE CAPACITY CACHED PERCENTAGE PHASE AGE -dataset.data.fluid.io/s3-data 3.14GiB 0.00B 100.00GiB 0.0% Bound 70s +NAME UFS TOTAL SIZE CACHED CACHE CAPACITY CACHED PERCENTAGE PHASE AGE +dataset.data.fluid.io/s3-data 14.97GiB 12.11MiB 300.00GiB 0.1% Bound 9m19s ``` A PVC is created to mount the dataset into the application: -``` -kubectl get pvc -n kserve-fluid-demo - -NAME STATUS VOLUME CAPACITY ACCESS MODES STORAGECLASS AGE -s3-data Bound kserve-fluid-demo-s3-data 100Pi ROX fluid 65s +```sh +$ kubectl get pvc -n kserve-fluid-demo +NAME STATUS VOLUME CAPACITY ACCESS MODES STORAGECLASS VOLUMEATTRIBUTESCLASS AGE +s3-data Bound kserve-fluid-demo-s3-data 100Pi ROX fluid 9m57s ``` ### Preload The Data @@ -206,86 +156,78 @@ Preload the data into workers to improve the performance: ```sh # please update the `path` under `target` -kubectl create -f dataload.yaml -n kserve-fluid-demo +$ kubectl create -f dataload.yaml -n kserve-fluid-demo ``` Check the dataload status: ```sh -kubectl get dataload -n kserve-fluid-demo - -NAME DATASET PHASE AGE DURATION -s3-dataload s3-data Complete 4m50s 2m22s - -kubectl get dataset -n kserve-fluid-demo +$ kubectl get dataload -n kserve-fluid-demo +NAME DATASET PHASE AGE DURATION +s3-dataload s3-data Complete 6m1s 2m51s -NAME UFS TOTAL SIZE CACHED CACHE CAPACITY CACHED PERCENTAGE PHASE AGE -s3-data 3.14GiB 3.02GiB 100.00GiB 96.2% Bound 13m +$ kubectl get dataset -n kserve-fluid-demo +NAME UFS TOTAL SIZE CACHED CACHE CAPACITY CACHED PERCENTAGE PHASE AGE +s3-data 14.97GiB 44.92GiB 300.00GiB 100.0% Bound 12m ``` Data are cached successfully. -### Deploy The Demo Application +### Deploy Cluster Serving Runtime + +From my testing, the safetensors weights are loaded randomly which causing low performance when reading from remote cache, so I modify the huggingfaceserver servingruntime to load the safetensors weights sequentially to warm up the cache before running the application server. + +```sh +# deploy the custom huggingfaceserver servingruntime +$ kubectl create -f kserve-huggingfaceserver.yaml +``` + +### Deploy The Inference Service Create the InferenceService with Fluid: ```sh -# please update the `STORAGE_URI` -kubectl create -f fluid-isvc.yaml -n kserve-fluid-demo +# please update the `storageUri`. +$ kubectl create -f fluid-isvc.yaml -n kserve-fluid-demo -# run this command if you want to use the KServe Storage Initializer -kubectl create -f kserve-isvc.yaml -n kserve-fluid-demo +# run this command if you want to use the KServe Storage Initializer to download from cloud storage, update the `storageUri` as well. Please use the original huggerface server servingruntime. +$ kubectl create -f kserve-isvc.yaml -n kserve-fluid-demo ``` ### Test The Demo Application -Follow this [guide](https://kserve.github.io/website/0.10/get_started/first_isvc/#4-determine-the-ingress-ip-and-ports) to get the ingress host and port: +Follow this [guide](https://kserve.github.io/website/0.13/get_started/first_isvc/#4-determine-the-ingress-ip-and-ports) to get the ingress host and port: ```sh -export MODEL_NAME=fluid-bloom -# export MODEL_NAME=kserve-bloom +export MODEL_NAME="llama-31-8b-instruct" export SERVICE_HOSTNAME=$(kubectl get inferenceservice ${MODEL_NAME} -n kserve-fluid-demo -o jsonpath='{.status.url}' | cut -d "/" -f 3) export INGRESS_HOST=$(kubectl -n istio-system get service istio-ingressgateway -o jsonpath='{.status.loadBalancer.ingress[0].hostname}') export INGRESS_PORT=$(kubectl -n istio-system get service istio-ingressgateway -o jsonpath='{.spec.ports[?(@.name=="http2")].port}') -curl -v -H "Content-Type: application/json" -H "Host: ${SERVICE_HOSTNAME}" "http://${INGRESS_HOST}:${INGRESS_PORT}/v1/models/bloom:predict" -d '{"prompt": "It was a dark and stormy night", "result_length": 50}' +$ curl "http://${INGRESS_HOST}:${INGRESS_PORT}/openai/v1/completions" \ +-H "content-type: application/json" \ +-H "Host: ${SERVICE_HOSTNAME}" \ +-d '{"model": "'"$MODEL_NAME"'", "prompt": "Write a poem about colors", "stream":false, "max_tokens": 30}' ``` Output: -``` -❯ curl -v -H "Content-Type: application/json" -H "Host: ${SERVICE_HOSTNAME}" "http://${INGRESS_HOST}:${INGRESS_PORT}/v1/models/bloom:predict" -d '{"prompt": "It was a dark and stormy night", "result_length": 50}' -* Trying 52.29.43.253:80... -* Connected to a38c4xxxxxxxxxxxxxxx717177.eu-central-1.elb.amazonaws.com (52.29.43.253) port 80 (#0) -> POST /v1/models/bloom:predict HTTP/1.1 -> Host: fluid-bloom.kserve-fluid-demo.a38c4xxxxxxxxxxxxxxx717177.eu-central-1.elb.amazonaws.com -> User-Agent: curl/7.86.0 -> Accept: */* -> Content-Type: application/json -> Content-Length: 65 -> -* Mark bundle as not supporting multiuse -< HTTP/1.1 200 OK -< content-length: 190 -< content-type: application/json -< date: Wed, 12 Apr 2023 15:46:16 GMT -< server: istio-envoy -< x-envoy-upstream-service-time: 52071 -< -{ - "result": "It was a dark and stormy night, and the wind blew with a\nfearful howl. The moon was obscured by a thick cloud, and the stars\nshone dimly. The wind blew the snow from the" -} -* Connection #0 to host a38c4xxxxxxxxxxxxxxx717177.eu-central-1.elb.amazonaws.com left intact +```sh +$ curl "http://${INGRESS_HOST}:${INGRESS_PORT}/openai/v1/completions" \ +-H "content-type: application/json" \ +-H "Host: ${SERVICE_HOSTNAME}" \ +-d '{"model": "'"$MODEL_NAME"'", "prompt": "Write a poem about colors", "stream":false, "max_tokens": 30}' +{"id":"4e170959-8112-4a68-9415-4cb10239a2a5","choices":[{"finish_reason":"length","index":0,"logprobs":null,"text":". Many different things in life can be described by colors. Colors evoke emotions and memories. Use sensory details to bring your poem to life.\nSat in"}],"created":1724823045,"model":"llama-31-8b-instruct","system_fingerprint":null,"object":"text_completion","usage":{"completion_tokens":30,"prompt_tokens":6,"total_tokens":36}} ``` ### Performance Benchmark To conduct a performance benchmark, we will compare the scaling time of the inference service with Storage initializer and Fluid across different model artifacts, measuring the time it takes for the service to scale from `0 to 1`. -We will use the following [machine types](https://aws.amazon.com/ec2/instance-types/m5/) for our tests: +We will use the following [machine types](https://aws.amazon.com/ec2/instance-types/g5/) for our tests: -* Data: m5.xlarge (gp3 volume) -* Workload: m5.2xlarge, m5.4xlarge +* Data: m5n.xlarge (EBS GP3) +* Workload: g5.8xlarge (NVIDIA A10G) We will use the following Fluid runtimes for our tests: @@ -297,23 +239,23 @@ Other assumptions: * S3 bucket and Cluster are in the same region (eu-central-1) * Data are preloaded in workers +* fuse.cleanPolicy: OnDemand Command to measure the total time: ```sh # Total time includes: pod initialization and running + download model (storage initializer) + load model + inference + network -curl --connect-timeout 3600 --max-time 3600 -o /dev/null -s -w 'Total: %{time_total}s\n' -H "Content-Type: application/json" -H "Host: ${SERVICE_HOSTNAME}" "http://${INGRESS_HOST}:${INGRESS_PORT}/v1/models/bloom:predict" -d '{"prompt": "It was a dark and stormy night", "result_length": 50}' +$ curl --connect-timeout 3600 --max-time 3600 -o /dev/null -s -w 'Total: %{time_total}s\n' -H "Content-Type: application/json" -H "Host: ${SERVICE_HOSTNAME}" "http://${INGRESS_HOST}:${INGRESS_PORT}/openai/v1/completions" -d '{"model": "'"$MODEL_NAME"'", "prompt": "Write a poem about colors", "stream":false, "max_tokens": 30}' # Total time: 53.037210s, status code: 200 ``` | Model Name | Model Size (Snapshot) | Machine Type | KServe + Storage Initializer | KServe + Fluid(JindoFS) | |---------------------------------------------------------------------------|-----------------------|--------------|------------------------------------------------------|--------------------------------------------| -| [ bigscience/bloom-560m ]( https://huggingface.co/bigscience/bloom-560m ) | 3.14GB | m5.2xlarge | total: 52.725s (download: 25.091s, load: 3.549s) | total: 23.286s (load: 4.763s) (2 workers) | -| [ bigscience/bloom-7b1 ]( https://huggingface.co/bigscience/bloom-7b1 ) | 26.35GB | m5.4xlarge | total: 365.479s (download: 219.844s, load: 102.299s) | total: 53.037s (load: 24.137s) (3 workers) | +| [ meta-llama/Meta-Llama-3.1-8B-Instruct ]( https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct ) | 15GB | g5.8xlarge | total: 265.253s | total: 50.111s | -> NOTE: `total` is the response time of sending an inference request to a serverless inference service (scale from 0), which includes pod startup, `model download`, `model load`, model inference and network time. -> TBD: add testing results for other runtimes +> NOTE: `total` is the response time of sending an inference request to a serverless inference service (scale from 0), which includes pod startup, model download, model load, model inference and network time. +> The above results are for reference only and may vary depending on the environment and the specific use case. As can be observed, Fluid has demonstrated notable improvements in the autoscaling performance of KServe on LLM. @@ -341,5 +283,5 @@ kubectl delete ns fluid-system ## Reference * [KNative with Fluid](https://github.com/fluid-cloudnative/fluid/blob/master/docs/en/samples/knative.md) * [JindoFS](https://www.alibabacloud.com/blog/introducing-jindofs-a-high-performance-data-lake-storage-solution_595600) -* [KServe with S3](https://kserve.github.io/website/0.8/modelserving/storage/s3/s3/) -* [BLOOM](https://huggingface.co/docs/transformers/model_doc/bloom) \ No newline at end of file +* [KServe with S3](https://kserve.github.io/website/0.13/modelserving/storage/s3/s3/) +* [Meta Llama](https://huggingface.co/meta-llama) \ No newline at end of file diff --git a/docs/samples/fluid/alluxio.yaml b/docs/samples/fluid/alluxio.yaml index 6f8528c5509..e9457f8ba95 100644 --- a/docs/samples/fluid/alluxio.yaml +++ b/docs/samples/fluid/alluxio.yaml @@ -4,9 +4,8 @@ metadata: name: s3-data spec: mounts: - - mountPoint: "s3://${bucket}/models/bloom-560m/" - name: bloom-560m - path: /bloom-560m + - mountPoint: "s3://${bucket}/models/meta-llama--Meta-Llama-3.1-8B-Instruct/" + name: llama-31-8b-instruct options: alluxio.underfs.s3.region: "eu-central-1" alluxio.underfs.s3.secure.http.enabled: "true" @@ -30,7 +29,7 @@ spec: - key: node.kubernetes.io/instance-type operator: In values: - - "m5.xlarge" + - "m5n.xlarge" placement: "Shared" --- apiVersion: data.fluid.io/v1alpha1 @@ -38,7 +37,7 @@ kind: AlluxioRuntime metadata: name: s3-data spec: - replicas: 2 + replicas: 3 properties: alluxio.user.ufs.block.read.location.policy: alluxio.client.block.policy.LocalFirstAvoidEvictionPolicy alluxio.user.block.size.bytes.default: 256MB @@ -50,11 +49,12 @@ spec: levels: - mediumtype: SSD path: /mnt/ssd0/cache - quota: 10Gi + quota: 100Gi high: "0.95" low: "0.7" master: nodeSelector: - node.kubernetes.io/instance-type: m5.xlarge - fuse: - cleanPolicy: OnDemand \ No newline at end of file + node.kubernetes.io/instance-type: m5n.xlarge + worker: + nodeSelector: + node.kubernetes.io/instance-type: m5n.xlarge diff --git a/docs/samples/fluid/dataload.yaml b/docs/samples/fluid/dataload.yaml index 3bf25e62259..5973d93ecd2 100644 --- a/docs/samples/fluid/dataload.yaml +++ b/docs/samples/fluid/dataload.yaml @@ -8,6 +8,5 @@ spec: namespace: kserve-fluid-demo target: # # please update it accordingly - - path: /bloom-560m - # - path: /bloom-7b1 - replicas: 2 \ No newline at end of file + - path: /llama-31-8b-instruct + replicas: 3 diff --git a/docs/samples/fluid/docker/Dockerfile b/docs/samples/fluid/docker/Dockerfile deleted file mode 100644 index 92cc3dc45a2..00000000000 --- a/docs/samples/fluid/docker/Dockerfile +++ /dev/null @@ -1,17 +0,0 @@ -FROM pytorch/pytorch:2.0.0-cuda11.7-cudnn8-runtime - -COPY requirements.txt ./requirements.txt -RUN pip3 install --no-cache-dir -r requirements.txt - -COPY models.py /app/models.py -ENV PYTHONPATH=/app/ -WORKDIR /app - -ENV MODEL_URL="/mnt/models" \ - LOAD_IN_8BIT="False" \ - GPU_ENABLED="False" \ - MODEL_NAME="bloom" - -ENV LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/usr/local/cuda-11.7/targets/x86_64-linux/lib" - -CMD python models.py --model_name $MODEL_NAME \ No newline at end of file diff --git a/docs/samples/fluid/docker/models.py b/docs/samples/fluid/docker/models.py deleted file mode 100644 index 55eb6169515..00000000000 --- a/docs/samples/fluid/docker/models.py +++ /dev/null @@ -1,104 +0,0 @@ -# Copyright 2023, SAP SE or an SAP affiliate company and KServe contributors - -import os - -from transformers import AutoTokenizer, AutoModelForCausalLM -import torch - -from flask import Flask, request -import logging -from signal import signal, SIGINT - -app = Flask(__name__) -logging.basicConfig( - level=logging.DEBUG, - format="%(asctime)s %(levelname)s %(name)s %(threadName)s : %(message)s", -) - -model, tokenizer = None, None - -MODEL_URL = os.environ.get("MODEL_URL", "/mnt/models") -MODEL_NAME = os.environ.get("MODEL_NAME", "custom") -LOAD_IN_8BIT = os.environ.get("LOAD_IN_8BIT", "False") == "True" -GPU_ENABLED = os.environ.get("GPU_ENABLED", "False") == "True" - - -def handler(signal_received, frame): - # SIGINT or ctrl-C detected, exit without error - exit(0) - - -def check_gpu(): - app.logger.info(f"CUDA is available: {torch.cuda.is_available()}") - - # setting device on GPU if available, else CPU - device = torch.device("cuda" if torch.cuda.is_available() else "cpu") - app.logger.info(f"Using device: {device}") - - # additional Info when using cuda - if device.type == "cuda": - gpu_count = torch.cuda.device_count() - app.logger.info(f"Device Count: {gpu_count}") - for i in range(gpu_count): - app.logger.info(f"Device ID: {i}") - app.logger.info(f"Device Name: {torch.cuda.get_device_name(i)}") - app.logger.info("Memory Usage:") - app.logger.info( - f"Allocated: {round(torch.cuda.memory_allocated(i)/1024**3,1)} GB" - ) - app.logger.info( - f"Cached: {round(torch.cuda.memory_reserved(i)/1024**3,1)} GB" - ) - - -@app.before_first_request -def init(): - - check_gpu() - - global model, tokenizer - if model is None or tokenizer is None: - app.logger.info(f"Loading Model from {MODEL_URL}") - app.logger.info(f"Loading Model in 8 bit: {LOAD_IN_8BIT}") - - tokenizer = AutoTokenizer.from_pretrained(MODEL_URL) - model = AutoModelForCausalLM.from_pretrained( - MODEL_URL, device_map="auto", load_in_8bit=LOAD_IN_8BIT - ) - app.logger.info("Model loaded successfully") - - -@app.route("/v1/models/{}:predict".format(MODEL_NAME), methods=["POST"]) -def predict(): - """ - Perform an inference on the model created in initialize - - Returns: - String response of the prompt for the given test data - """ - global model, tokenizer - input_data = dict(request.json) - - if "prompt" not in input_data: - return "Prompt not found", 400 - - prompt = input_data["prompt"] - result_length = input_data.get("result_length", 50) - - if GPU_ENABLED: - input = tokenizer(prompt, return_tensors="pt").to("cuda") - else: - input = tokenizer(prompt, return_tensors="pt") - - result = tokenizer.batch_decode( - model.generate(input["input_ids"], max_length=result_length)[0], - skip_special_tokens=True, - ) - - output = {"result": "".join(result)} - return output - - -if __name__ == "__main__": - signal(SIGINT, handler) - app.run(host="0.0.0.0", debug=True, port=8080) diff --git a/docs/samples/fluid/docker/requirements.txt b/docs/samples/fluid/docker/requirements.txt deleted file mode 100644 index 23755405c34..00000000000 --- a/docs/samples/fluid/docker/requirements.txt +++ /dev/null @@ -1,6 +0,0 @@ -transformers[torch]==4.26.1 -accelerate==0.18.0 -deepspeed>=0.7.3 -bitsandbytes-cuda117 -Flask==2.0.1 -gunicorn==20.1.0 \ No newline at end of file diff --git a/docs/samples/fluid/download_model.py b/docs/samples/fluid/download_model.py index 0a1a95caa6d..373241121de 100644 --- a/docs/samples/fluid/download_model.py +++ b/docs/samples/fluid/download_model.py @@ -13,19 +13,40 @@ help="model name from huggingface", ) parser.add_argument( - "--model_dir", default="models", help="dir to download the model" + "--model_dir", + default="./models", + help="dir to download the model", + ) + parser.add_argument( + "--revision", + default="main", + help="revision of the model", ) - parser.add_argument("--revision", default="main", help="revision of the model") - args = vars(parser.parse_args()) + args = vars(parser.parse_args()) model_name = args["model_name"] revision = args["revision"] + out_dir = args["model_dir"] - model_dir = Path(args["model_dir"]) - model_dir.mkdir(exist_ok=True) + tmp_model_name = model_name.replace("/", "--") - snapshot_download(repo_id=model_name, revision=revision, cache_dir=model_dir) + model_dir = Path(out_dir, f"models--{tmp_model_name}", "snapshots", revision) - # reference: https://aws.amazon.com/de/blogs/machine-learning/deploy-bloom-176b-and-opt-30b-on-amazon-sagemaker-with-large-model-inference-deep-learning-containers-and-deepspeed/ # noqa: E501 - output_dir = list(model_dir.glob("**/snapshots/*"))[0] - print(f"export output_dir={output_dir}") + # check the model repo and update it accordingly + allow_patterns = ["*.json", "*.safetensors", "*.model"] + # here safetensors is the preferred format. + ignore_patterns = ["*.msgpack", "*.h5", "*.bin"] + + # set the path to download the model + models_path = Path(model_dir) + models_path.mkdir(parents=True, exist_ok=True) + + # download the snapshot + output_dir = snapshot_download( + repo_id=model_name, + revision=revision, + allow_patterns=allow_patterns, + ignore_patterns=ignore_patterns, + local_dir=models_path, + ) + print(output_dir) diff --git a/docs/samples/fluid/fluid-isvc.yaml b/docs/samples/fluid/fluid-isvc.yaml index 2b7e8b1ead1..3d682a72002 100644 --- a/docs/samples/fluid/fluid-isvc.yaml +++ b/docs/samples/fluid/fluid-isvc.yaml @@ -1,34 +1,30 @@ -apiVersion: "serving.kserve.io/v1beta1" -kind: "InferenceService" +apiVersion: serving.kserve.io/v1beta1 +kind: InferenceService metadata: - name: "fluid-bloom" - labels: - serverless.fluid.io/inject: "true" + name: llama-31-8b-instruct spec: predictor: - terminationGracePeriodSeconds: 60 - timeout: 600 minReplicas: 0 nodeSelector: - node.kubernetes.io/instance-type: m5.4xlarge - containers: - - name: kserve-container - image: lizzzcai/kserve-fluid:bloom-gpu-v1 - # # below are for running bloom-7b1 using cpu - # resources: - # limits: - # cpu: "12" - # memory: 48Gi - # requests: - # cpu: "12" - # memory: 48Gi - env: - - name: STORAGE_URI - # please update it accordingly - value: "pvc://s3-data/bloom-560m" - # value: "pvc://s3-data/bloom-7b1" - - name: MODEL_NAME - value: "bloom" - # set to "True" if you are using GPU, update the resources as well - - name: GPU_ENABLED - value: "False" \ No newline at end of file + node.kubernetes.io/instance-type: g5.8xlarge + model: + runtime: custom-kserve-huggingfaceserver + modelFormat: + name: huggingface + storageUri: pvc://s3-data/llama-31-8b-instruct + args: + - --gpu-memory-utilization=0.95 + - --max-model-len=1024 + - --tensor-parallel-size=1 + - --enforce-eager + - --disable-log-stats + - --disable-log-requests + resources: + limits: + cpu: "24" + memory: 48Gi + nvidia.com/gpu: "1" + requests: + cpu: "24" + memory: 48Gi + nvidia.com/gpu: "1" diff --git a/docs/samples/fluid/jindo.yaml b/docs/samples/fluid/jindo.yaml index 469147a555f..aa34396eb79 100644 --- a/docs/samples/fluid/jindo.yaml +++ b/docs/samples/fluid/jindo.yaml @@ -4,9 +4,8 @@ metadata: name: s3-data spec: mounts: - - mountPoint: "s3://${bucket}/models/bloom-560m/" - name: bloom-560m - path: /bloom-560m + - mountPoint: "s3://${bucket}/models/meta-llama--Meta-Llama-3.1-8B-Instruct/" + name: llama-31-8b-instruct options: fs.s3.region: "eu-central-1" fs.s3.endpoint: "s3.eu-central-1.amazonaws.com" @@ -30,7 +29,7 @@ spec: - key: node.kubernetes.io/instance-type operator: In values: - - "m5.xlarge" + - "m5n.xlarge" placement: "Shared" --- apiVersion: data.fluid.io/v1alpha1 @@ -38,17 +37,20 @@ kind: JindoRuntime metadata: name: s3-data spec: - replicas: 2 + replicas: 3 tieredstore: levels: - mediumtype: SSD path: /mnt/ssd0/cache - quota: 50Gi + quota: 100Gi high: "0.95" low: "0.7" master: nodeSelector: - node.kubernetes.io/instance-type: m5.xlarge + node.kubernetes.io/instance-type: m5n.xlarge + worker: + nodeSelector: + node.kubernetes.io/instance-type: m5n.xlarge fuse: properties: fs.jindofsx.data.cache.enable: "true" @@ -63,4 +65,3 @@ spec: - -oattr_timeout=7200 - -oentry_timeout=7200 - -ometrics_port=9089 - cleanPolicy: OnDemand diff --git a/docs/samples/fluid/kserve-huggingfaceserver.yaml b/docs/samples/fluid/kserve-huggingfaceserver.yaml new file mode 100644 index 00000000000..d12e37e8f60 --- /dev/null +++ b/docs/samples/fluid/kserve-huggingfaceserver.yaml @@ -0,0 +1,65 @@ +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: custom-kserve-huggingfaceserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - image: kserve/huggingfaceserver:latest + name: kserve-container + command: ["/bin/bash"] + args: + - "-c" + - | + set -e + TARGET_DIR="${TARGET_DIR:-/mnt/models}" + MAX_JOBS="${MAX_JOBS:-16}" + BLOCK_SIZE="${BLOCK_SIZE:-4M}" + echo "Warming up data in directory: $TARGET_DIR with max jobs: $MAX_JOBS and block size: $BLOCK_SIZE" + start_time=$(date +%s) + count=0 + for file in $(find "$TARGET_DIR" -type f); do + dd if="$file" of=/dev/null bs="$BLOCK_SIZE" & + count=$((count + 1)) + if (( count >= MAX_JOBS )); then + wait -n + count=$((count - 1)) + fi + done + wait + end_time=$(date +%s) + elapsed_time=$((end_time - start_time)) + echo "Data warmup completed in $elapsed_time seconds" + + # Print all arguments for debugging + echo "All arguments: $@" + + # Now run the Python script with all arguments + python3 -m huggingfaceserver "$@" + - "--" + - --model_name={{.Name}} + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + volumeMounts: + - name: devshm + mountPath: /dev/shm + volumes: + - name: devshm + emptyDir: + medium: Memory + sizeLimit: 1Gi + protocolVersions: + - v2 + - v1 + supportedModelFormats: + - autoSelect: true + name: huggingface + priority: 1 + version: "1" diff --git a/docs/samples/fluid/kserve-isvc.yaml b/docs/samples/fluid/kserve-isvc.yaml index bba6f18aa0b..31cbd050ffe 100644 --- a/docs/samples/fluid/kserve-isvc.yaml +++ b/docs/samples/fluid/kserve-isvc.yaml @@ -1,33 +1,32 @@ -apiVersion: "serving.kserve.io/v1beta1" -kind: "InferenceService" +apiVersion: serving.kserve.io/v1beta1 +kind: InferenceService metadata: - name: "kserve-bloom" + name: llama-31-8b-instruct spec: predictor: - terminationGracePeriodSeconds: 60 - timeout: 600 + annotations: + traffic.sidecar.istio.io/excludeOutboundPorts: "443" minReplicas: 0 - serviceAccountName: sa + serviceAccountName: s3sa nodeSelector: - node.kubernetes.io/instance-type: m5.4xlarge - containers: - - name: kserve-container - image: lizzzcai/kserve-fluid:bloom-gpu-v1 - # # below are for running bloom-7b1 using cpu - # resources: - # limits: - # cpu: "12" - # memory: 48Gi - # requests: - # cpu: "12" - # memory: 48Gi - env: - - name: STORAGE_URI - # please update it accordingly - value: "s3://${bucket}/models/bloom-560m" - # value: "s3://${bucket}/models/bloom-7b1" - - name: MODEL_NAME - value: "bloom" - # set to "True" if you are using GPU, update the resources as well - - name: GPU_ENABLED - value: "False" \ No newline at end of file + node.kubernetes.io/instance-type: g5.8xlarge + model: + modelFormat: + name: huggingface + args: + - --gpu-memory-utilization=0.95 + - --max-model-len=1024 + - --tensor-parallel-size=1 + - --enforce-eager + - --disable-log-stats + - --disable-log-requests + storageUri: s3://${bucket}/models/meta-llama--Meta-Llama-3.1-8B-Instruct + resources: + limits: + cpu: "24" + memory: 48Gi + nvidia.com/gpu: "1" + requests: + cpu: "24" + memory: 48Gi + nvidia.com/gpu: "1" diff --git a/docs/samples/fluid/s3creds.yaml b/docs/samples/fluid/s3creds.yaml index 3a5d84b3d27..c4f37464f59 100644 --- a/docs/samples/fluid/s3creds.yaml +++ b/docs/samples/fluid/s3creds.yaml @@ -16,6 +16,6 @@ stringData: apiVersion: v1 kind: ServiceAccount metadata: - name: sa + name: s3sa secrets: -- name: s3creds \ No newline at end of file +- name: s3creds diff --git a/docs/samples/kafka/image_transformer/image_transformer.py b/docs/samples/kafka/image_transformer/image_transformer.py index 642a616ce67..2d359cdffe6 100644 --- a/docs/samples/kafka/image_transformer/image_transformer.py +++ b/docs/samples/kafka/image_transformer/image_transformer.py @@ -48,9 +48,9 @@ async def preprocess( self, inputs: Union[Dict, InferRequest], headers: Dict[str, str] = None ) -> Union[Dict, InferRequest]: logger.info("Received inputs %s", inputs) - if inputs["EventName"] == "s3:ObjectCreated:Put": - bucket = inputs["Records"][0]["s3"]["bucket"]["name"] - key = inputs["Records"][0]["s3"]["object"]["key"] + if inputs["data"]["EventName"] == "s3:ObjectCreated:Put": + bucket = inputs["data"]["Records"][0]["s3"]["bucket"]["name"] + key = inputs["data"]["Records"][0]["s3"]["object"]["key"] self._key = key client.download_file(bucket, key, "/tmp/" + key) request = image_transform("/tmp/" + key) diff --git a/docs/samples/storage/hf/hf_isvc.yaml b/docs/samples/storage/hf/hf_isvc.yaml new file mode 100644 index 00000000000..f358fbaab38 --- /dev/null +++ b/docs/samples/storage/hf/hf_isvc.yaml @@ -0,0 +1,24 @@ +apiVersion: serving.kserve.io/v1beta1 +kind: InferenceService +metadata: + name: huggingface-llama2 +spec: + predictor: + serviceAccountName: hfserviceacc + model: + modelFormat: + name: huggingface + args: + - --model_name=llama2 + - --model_dir=/mnt/models + - --backend=huggingface + storageUri: hf://meta-llama/Llama-2-7b-chat-hf + resources: + limits: + cpu: "6" + memory: 24Gi + nvidia.com/gpu: "1" + requests: + cpu: "6" + memory: 24Gi + nvidia.com/gpu: "1" \ No newline at end of file diff --git a/docs/samples/storage/hf/hf_secret.yaml b/docs/samples/storage/hf/hf_secret.yaml new file mode 100644 index 00000000000..fff7fdb4e8d --- /dev/null +++ b/docs/samples/storage/hf/hf_secret.yaml @@ -0,0 +1,14 @@ +apiVersion: v1 +kind: Secret +metadata: + name: storage-config +type: Opaque +data: + HF_TOKEN: aGZfVk5Vd1JVAUdCa0l4WmZMTHVrc2VHeW9VVm9udU5pBHUVT== +--- +apiVersion: v1 +kind: ServiceAccount +metadata: + name: hfserviceacc +secrets: + - name: storage-config diff --git a/docs/samples/v1beta1/torchserve/v1/gpu.yaml b/docs/samples/v1beta1/torchserve/v1/gpu.yaml index 708fe4c9531..2e5a5046e32 100644 --- a/docs/samples/v1beta1/torchserve/v1/gpu.yaml +++ b/docs/samples/v1beta1/torchserve/v1/gpu.yaml @@ -10,4 +10,7 @@ spec: limits: memory: 4Gi nvidia.com/gpu: "1" + args: + - --disable-token-auth + - --enable-model-api diff --git a/docs/samples/v1beta1/torchserve/v1/torchserve.yaml b/docs/samples/v1beta1/torchserve/v1/torchserve.yaml index 50d25649f56..df9a1feffe8 100644 --- a/docs/samples/v1beta1/torchserve/v1/torchserve.yaml +++ b/docs/samples/v1beta1/torchserve/v1/torchserve.yaml @@ -7,3 +7,6 @@ spec: pytorch: storageUri: gs://kfserving-examples/models/torchserve/image_classifier/v1 # storageUri: pvc://model-pv-claim + args: + - --disable-token-auth + - --enable-model-api diff --git a/docs/samples/v1beta1/torchserve/v2/mnist.yaml b/docs/samples/v1beta1/torchserve/v2/mnist.yaml index f36c256c906..988d5c9080d 100644 --- a/docs/samples/v1beta1/torchserve/v2/mnist.yaml +++ b/docs/samples/v1beta1/torchserve/v2/mnist.yaml @@ -8,3 +8,6 @@ spec: protocolVersion: v2 storageUri: gs://kfserving-examples/models/torchserve/image_classifier/v2 # storageUri: pvc://model-pv-claim + args: + - --disable-token-auth + - --enable-model-api diff --git a/docs/samples/v1beta1/torchserve/v2/mnist_gpu.yaml b/docs/samples/v1beta1/torchserve/v2/mnist_gpu.yaml index 399071e9d71..0cf411511e3 100644 --- a/docs/samples/v1beta1/torchserve/v2/mnist_gpu.yaml +++ b/docs/samples/v1beta1/torchserve/v2/mnist_gpu.yaml @@ -11,3 +11,6 @@ spec: limits: memory: 4Gi nvidia.com/gpu: "1" + args: + - --disable-token-auth + - --enable-model-api diff --git a/go.mod b/go.mod index ddeeba0e9d1..76282989a51 100644 --- a/go.mod +++ b/go.mod @@ -3,141 +3,141 @@ module github.com/kserve/kserve go 1.21 require ( - cloud.google.com/go/storage v1.35.1 - github.com/aws/aws-sdk-go v1.48.0 + cloud.google.com/go/storage v1.43.0 + github.com/aws/aws-sdk-go v1.55.5 github.com/cloudevents/sdk-go/v2 v2.15.2 github.com/fsnotify/fsnotify v1.7.0 - github.com/getkin/kin-openapi v0.120.0 - github.com/go-logr/logr v1.4.1 - github.com/gofrs/uuid/v5 v5.0.0 + github.com/getkin/kin-openapi v0.127.0 + github.com/go-logr/logr v1.4.2 + github.com/go-logr/zapr v1.3.0 + github.com/gofrs/uuid/v5 v5.3.0 github.com/google/go-cmp v0.6.0 github.com/google/uuid v1.6.0 github.com/googleapis/google-cloud-go-testing v0.0.0-20210719221736-1c9a4c676720 github.com/json-iterator/go v1.1.12 github.com/kelseyhightower/envconfig v1.4.0 - github.com/onsi/ginkgo/v2 v2.13.0 - github.com/onsi/gomega v1.30.0 + github.com/onsi/ginkgo/v2 v2.20.1 + github.com/onsi/gomega v1.34.1 github.com/pkg/errors v0.9.1 - github.com/spf13/cobra v1.8.0 + github.com/spf13/cobra v1.8.1 github.com/spf13/pflag v1.0.5 github.com/stretchr/testify v1.9.0 - github.com/tidwall/gjson v1.17.0 + github.com/tidwall/gjson v1.17.3 go.uber.org/zap v1.27.0 gomodules.xyz/jsonpatch/v2 v2.4.0 - google.golang.org/api v0.151.0 - google.golang.org/protobuf v1.33.0 - istio.io/api v1.21.5 - istio.io/client-go v1.19.4 - k8s.io/api v0.29.0 - k8s.io/apimachinery v0.29.0 - k8s.io/client-go v0.28.4 - k8s.io/code-generator v0.28.4 + google.golang.org/api v0.195.0 + google.golang.org/protobuf v1.34.2 + gopkg.in/go-playground/validator.v9 v9.31.0 + istio.io/api v1.21.6 + istio.io/client-go v1.21.6 + k8s.io/api v0.29.10 + k8s.io/apimachinery v0.29.10 + k8s.io/client-go v0.29.10 + k8s.io/code-generator v0.30.0-alpha.3 + k8s.io/component-helpers v0.29.10 k8s.io/klog v1.0.0 - k8s.io/kube-openapi v0.0.0-20231113174909-778a5567bc1e - knative.dev/networking v0.0.0-20231115015815-3af9769712cd - knative.dev/pkg v0.0.0-20231115001034-97c7258e3a98 - knative.dev/serving v0.39.3 - sigs.k8s.io/controller-runtime v0.16.3 + k8s.io/kube-openapi v0.0.0-20240827152857-f7e401e7b4c2 + k8s.io/utils v0.0.0-20240821151609-f90d01438635 + knative.dev/networking v0.0.0-20231012062757-a5958051caf8 + knative.dev/pkg v0.0.0-20231023150739-56bfe0dd9626 + knative.dev/serving v0.38.6 + sigs.k8s.io/controller-runtime v0.17.6 sigs.k8s.io/yaml v1.4.0 ) require ( - cloud.google.com/go v0.111.0 // indirect - cloud.google.com/go/compute v1.23.3 // indirect - cloud.google.com/go/compute/metadata v0.2.3 // indirect - cloud.google.com/go/iam v1.1.5 // indirect + cloud.google.com/go v0.115.1 // indirect + cloud.google.com/go/auth v0.9.1 // indirect + cloud.google.com/go/auth/oauth2adapt v0.2.4 // indirect + cloud.google.com/go/compute/metadata v0.5.0 // indirect + cloud.google.com/go/iam v1.2.0 // indirect contrib.go.opencensus.io/exporter/ocagent v0.7.1-0.20200907061046-05415f1de66d // indirect contrib.go.opencensus.io/exporter/prometheus v0.4.2 // indirect github.com/beorn7/perks v1.0.1 // indirect github.com/blendle/zapdriver v1.3.1 // indirect github.com/census-instrumentation/opencensus-proto v0.4.1 // indirect - github.com/cespare/xxhash/v2 v2.2.0 // indirect - github.com/davecgh/go-spew v1.1.1 // indirect - github.com/emicklei/go-restful/v3 v3.11.0 // indirect - github.com/evanphx/json-patch v5.7.0+incompatible // indirect - github.com/evanphx/json-patch/v5 v5.7.0 // indirect + github.com/cespare/xxhash/v2 v2.3.0 // indirect + github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect + github.com/emicklei/go-restful/v3 v3.12.1 // indirect + github.com/evanphx/json-patch v5.9.0+incompatible // indirect + github.com/evanphx/json-patch/v5 v5.9.0 // indirect + github.com/felixge/httpsnoop v1.0.4 // indirect github.com/go-kit/log v0.2.1 // indirect github.com/go-logfmt/logfmt v0.6.0 // indirect github.com/go-logr/stdr v1.2.2 // indirect - github.com/go-logr/zapr v1.2.4 // indirect - github.com/go-openapi/jsonpointer v0.20.0 // indirect - github.com/go-openapi/jsonreference v0.20.2 // indirect - github.com/go-openapi/swag v0.22.4 // indirect - github.com/go-task/slim-sprig v0.0.0-20230315185526-52ccab3ef572 // indirect + github.com/go-openapi/jsonpointer v0.21.0 // indirect + github.com/go-openapi/jsonreference v0.21.0 // indirect + github.com/go-openapi/swag v0.23.0 // indirect + github.com/go-playground/locales v0.14.1 // indirect + github.com/go-playground/universal-translator v0.18.1 // indirect + github.com/go-task/slim-sprig/v3 v3.0.0 // indirect + github.com/go-test/deep v1.1.0 // indirect github.com/gogo/protobuf v1.3.2 // indirect github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect - github.com/golang/protobuf v1.5.3 // indirect + github.com/golang/protobuf v1.5.4 // indirect github.com/google/gnostic-models v0.6.8 // indirect - github.com/google/go-containerregistry v0.16.1 // indirect + github.com/google/go-containerregistry v0.20.2 // indirect github.com/google/gofuzz v1.2.0 // indirect - github.com/google/pprof v0.0.0-20210720184732-4bb14d4b1be1 // indirect - github.com/google/s2a-go v0.1.7 // indirect - github.com/googleapis/enterprise-certificate-proxy v0.3.2 // indirect - github.com/googleapis/gax-go/v2 v2.12.0 // indirect - github.com/gorilla/websocket v1.5.1 // indirect - github.com/grpc-ecosystem/grpc-gateway/v2 v2.18.1 // indirect + github.com/google/pprof v0.0.0-20240727154555-813a5fbdbec8 // indirect + github.com/google/s2a-go v0.1.8 // indirect + github.com/googleapis/enterprise-certificate-proxy v0.3.3 // indirect + github.com/googleapis/gax-go/v2 v2.13.0 // indirect + github.com/gorilla/websocket v1.5.3 // indirect + github.com/grpc-ecosystem/grpc-gateway/v2 v2.22.0 // indirect github.com/hashicorp/golang-lru v1.0.2 // indirect github.com/imdario/mergo v0.3.16 // indirect github.com/inconshreveable/mousetrap v1.1.0 // indirect - github.com/invopop/yaml v0.2.0 // indirect - github.com/jmespath/go-jmespath v0.4.0 // indirect + github.com/invopop/yaml v0.3.1 // indirect + github.com/jmespath/go-jmespath v0.4.1-0.20220621161143-b0104c826a24 // indirect github.com/josharian/intern v1.0.0 // indirect + github.com/klauspost/compress v1.17.9 // indirect + github.com/leodido/go-urn v1.4.0 // indirect github.com/mailru/easyjson v0.7.7 // indirect - github.com/matttproud/golang_protobuf_extensions/v2 v2.0.0 // indirect github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect github.com/modern-go/reflect2 v1.0.2 // indirect github.com/mohae/deepcopy v0.0.0-20170929034955-c48cc78d4826 // indirect github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect github.com/opencontainers/go-digest v1.0.0 // indirect github.com/perimeterx/marshmallow v1.1.5 // indirect - github.com/pmezard/go-difflib v1.0.0 // indirect - github.com/prometheus/client_golang v1.17.0 // indirect - github.com/prometheus/client_model v0.5.0 // indirect - github.com/prometheus/common v0.45.0 // indirect - github.com/prometheus/procfs v0.12.0 // indirect - github.com/prometheus/statsd_exporter v0.25.0 // indirect + github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect + github.com/prometheus/client_golang v1.20.2 // indirect + github.com/prometheus/client_model v0.6.1 // indirect + github.com/prometheus/common v0.57.0 // indirect + github.com/prometheus/procfs v0.15.1 // indirect + github.com/prometheus/statsd_exporter v0.27.1 // indirect github.com/tidwall/match v1.1.1 // indirect github.com/tidwall/pretty v1.2.1 // indirect go.opencensus.io v0.24.0 // indirect - go.opentelemetry.io/otel v1.19.0 // indirect - go.opentelemetry.io/otel/metric v1.19.0 // indirect - go.opentelemetry.io/otel/trace v1.19.0 // indirect + go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.54.0 // indirect + go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.54.0 // indirect + go.opentelemetry.io/otel v1.29.0 // indirect + go.opentelemetry.io/otel/metric v1.29.0 // indirect + go.opentelemetry.io/otel/trace v1.29.0 // indirect go.uber.org/atomic v1.11.0 // indirect go.uber.org/multierr v1.11.0 // indirect - golang.org/x/crypto v0.21.0 // indirect - golang.org/x/exp v0.0.0-20231110203233-9a3e6036ecaa // indirect - golang.org/x/mod v0.14.0 // indirect - golang.org/x/net v0.23.0 // indirect - golang.org/x/oauth2 v0.14.0 // indirect - golang.org/x/sync v0.5.0 // indirect - golang.org/x/sys v0.18.0 // indirect - golang.org/x/term v0.18.0 // indirect - golang.org/x/text v0.14.0 // indirect - golang.org/x/time v0.4.0 // indirect - golang.org/x/tools v0.15.0 // indirect - golang.org/x/xerrors v0.0.0-20231012003039-104605ab7028 // indirect - google.golang.org/appengine v1.6.8 // indirect - google.golang.org/genproto v0.0.0-20240116215550-a9fa1716bcac // indirect - google.golang.org/genproto/googleapis/api v0.0.0-20240116215550-a9fa1716bcac // indirect - google.golang.org/genproto/googleapis/rpc v0.0.0-20240116215550-a9fa1716bcac // indirect - google.golang.org/grpc v1.60.1 // indirect + golang.org/x/crypto v0.26.0 // indirect + golang.org/x/exp v0.0.0-20240823005443-9b4947da3948 // indirect + golang.org/x/mod v0.20.0 // indirect + golang.org/x/net v0.28.0 // indirect + golang.org/x/oauth2 v0.22.0 // indirect + golang.org/x/sync v0.8.0 // indirect + golang.org/x/sys v0.24.0 // indirect + golang.org/x/term v0.23.0 // indirect + golang.org/x/text v0.17.0 // indirect + golang.org/x/time v0.6.0 // indirect + golang.org/x/tools v0.24.0 // indirect + google.golang.org/genproto v0.0.0-20240827150818-7e3bb234dfed // indirect + google.golang.org/genproto/googleapis/api v0.0.0-20240827150818-7e3bb234dfed // indirect + google.golang.org/genproto/googleapis/rpc v0.0.0-20240827150818-7e3bb234dfed // indirect + google.golang.org/grpc v1.66.0 // indirect + gopkg.in/go-playground/assert.v1 v1.2.1 // indirect gopkg.in/inf.v0 v0.9.1 // indirect gopkg.in/yaml.v2 v2.4.0 // indirect gopkg.in/yaml.v3 v3.0.1 // indirect - k8s.io/apiextensions-apiserver v0.28.4 // indirect - k8s.io/component-base v0.28.4 // indirect - k8s.io/gengo v0.0.0-20230829151522-9cce18d56c01 // indirect - k8s.io/klog/v2 v2.110.1 // indirect - k8s.io/utils v0.0.0-20230726121419-3b25d923346b // indirect + k8s.io/apiextensions-apiserver v0.29.10 // indirect + k8s.io/component-base v0.29.10 // indirect + k8s.io/gengo v0.0.0-20240404160639-a0386bf69313 // indirect + k8s.io/klog/v2 v2.130.1 // indirect sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd // indirect sigs.k8s.io/structured-merge-diff/v4 v4.4.1 // indirect ) - -replace ( - // Fixes CVE-2022-21698 and CVE-2023-45142 - // this dependency comes from k8s.io/component-base@v0.28.4 and k8s.io/apiextensions-apiserver@v0.28.4 - // before removing it make sure that the next version of the related k8s dependencies contains the fix - go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp => go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.44.0 - k8s.io/api => k8s.io/api v0.28.4 - k8s.io/apimachinery => k8s.io/apimachinery v0.28.4 -) diff --git a/go.sum b/go.sum index 6aaed27d374..216570ff606 100644 --- a/go.sum +++ b/go.sum @@ -14,22 +14,26 @@ cloud.google.com/go v0.56.0/go.mod h1:jr7tqZxxKOVYizybht9+26Z/gUq7tiRzu+ACVAMbKV cloud.google.com/go v0.57.0/go.mod h1:oXiQ6Rzq3RAkkY7N6t3TcE6jE+CIBBbA36lwQ1JyzZs= cloud.google.com/go v0.62.0/go.mod h1:jmCYTdRCQuc1PHIIJ/maLInMho30T/Y0M4hTdTShOYc= cloud.google.com/go v0.65.0/go.mod h1:O5N8zS7uWy9vkA9vayVHs65eM1ubvY4h553ofrNHObY= -cloud.google.com/go v0.111.0 h1:YHLKNupSD1KqjDbQ3+LVdQ81h/UJbJyZG203cEfnQgM= -cloud.google.com/go v0.111.0/go.mod h1:0mibmpKP1TyOOFYQY5izo0LnT+ecvOQ0Sg3OdmMiNRU= +cloud.google.com/go v0.115.1 h1:Jo0SM9cQnSkYfp44+v+NQXHpcHqlnRJk2qxh6yvxxxQ= +cloud.google.com/go v0.115.1/go.mod h1:DuujITeaufu3gL68/lOFIirVNJwQeyf5UXyi+Wbgknc= +cloud.google.com/go/auth v0.9.1 h1:+pMtLEV2k0AXKvs/tGZojuj6QaioxfUjOpMsG5Gtx+w= +cloud.google.com/go/auth v0.9.1/go.mod h1:Sw8ocT5mhhXxFklyhT12Eiy0ed6tTrPMCJjSI8KhYLk= +cloud.google.com/go/auth/oauth2adapt v0.2.4 h1:0GWE/FUsXhf6C+jAkWgYm7X9tK8cuEIfy19DBn6B6bY= +cloud.google.com/go/auth/oauth2adapt v0.2.4/go.mod h1:jC/jOpwFP6JBxhB3P5Rr0a9HLMC/Pe3eaL4NmdvqPtc= cloud.google.com/go/bigquery v1.0.1/go.mod h1:i/xbL2UlR5RvWAURpBYZTtm/cXjCha9lbfbpx4poX+o= cloud.google.com/go/bigquery v1.3.0/go.mod h1:PjpwJnslEMmckchkHFfq+HTD2DmtT67aNFKH1/VBDHE= cloud.google.com/go/bigquery v1.4.0/go.mod h1:S8dzgnTigyfTmLBfrtrhyYhwRxG72rYxvftPBK2Dvzc= cloud.google.com/go/bigquery v1.5.0/go.mod h1:snEHRnqQbz117VIFhE8bmtwIDY80NLUZUMb4Nv6dBIg= cloud.google.com/go/bigquery v1.7.0/go.mod h1://okPTzCYNXSlb24MZs83e2Do+h+VXtc4gLoIoXIAPc= cloud.google.com/go/bigquery v1.8.0/go.mod h1:J5hqkt3O0uAFnINi6JXValWIb1v0goeZM77hZzJN/fQ= -cloud.google.com/go/compute v1.23.3 h1:6sVlXXBmbd7jNX0Ipq0trII3e4n1/MsADLK6a+aiVlk= -cloud.google.com/go/compute v1.23.3/go.mod h1:VCgBUoMnIVIR0CscqQiPJLAG25E3ZRZMzcFZeQ+h8CI= -cloud.google.com/go/compute/metadata v0.2.3 h1:mg4jlk7mCAj6xXp9UJ4fjI9VUI5rubuGBW5aJ7UnBMY= -cloud.google.com/go/compute/metadata v0.2.3/go.mod h1:VAV5nSsACxMJvgaAuX6Pk2AawlZn8kiOGuCv6gTkwuA= +cloud.google.com/go/compute/metadata v0.5.0 h1:Zr0eK8JbFv6+Wi4ilXAR8FJ3wyNdpxHKJNPos6LTZOY= +cloud.google.com/go/compute/metadata v0.5.0/go.mod h1:aHnloV2TPI38yx4s9+wAZhHykWvVCfu7hQbF+9CWoiY= cloud.google.com/go/datastore v1.0.0/go.mod h1:LXYbyblFSglQ5pkeyhO+Qmw7ukd3C+pD7TKLgZqpHYE= cloud.google.com/go/datastore v1.1.0/go.mod h1:umbIZjpQpHh4hmRpGhH4tLFup+FVzqBi1b3c64qFpCk= -cloud.google.com/go/iam v1.1.5 h1:1jTsCu4bcsNsE4iiqNT5SHwrDRCfRmIaaaVFhRveTJI= -cloud.google.com/go/iam v1.1.5/go.mod h1:rB6P/Ic3mykPbFio+vo7403drjlgvoWfYpJhMXEbzv8= +cloud.google.com/go/iam v1.2.0 h1:kZKMKVNk/IsSSc/udOb83K0hL/Yh/Gcqpz+oAkoIFN8= +cloud.google.com/go/iam v1.2.0/go.mod h1:zITGuWgsLZxd8OwAlX+eMFgZDXzBm7icj1PVTYG766Q= +cloud.google.com/go/longrunning v0.6.0 h1:mM1ZmaNsQsnb+5n1DNPeL0KwQd9jQRqSqSDEkBZr+aI= +cloud.google.com/go/longrunning v0.6.0/go.mod h1:uHzSZqW89h7/pasCWNYdUpwGz3PcVWhrWupreVPYLts= cloud.google.com/go/pubsub v1.0.1/go.mod h1:R0Gpsv3s54REJCy4fxDixWD93lHJMoZTyQ2kNxGRt3I= cloud.google.com/go/pubsub v1.1.0/go.mod h1:EwwdRX2sKPjnvnqCa270oGRyludottCI76h+R3AArQw= cloud.google.com/go/pubsub v1.2.0/go.mod h1:jhfEVHT8odbXTkndysNHCcx0awwzvfOlguIAii9o8iA= @@ -39,8 +43,8 @@ cloud.google.com/go/storage v1.5.0/go.mod h1:tpKbwo567HUNpVclU5sGELwQWBDZ8gh0Zeo cloud.google.com/go/storage v1.6.0/go.mod h1:N7U0C8pVQ/+NIKOBQyamJIeKQKkZ+mxpohlUTyfDhBk= cloud.google.com/go/storage v1.8.0/go.mod h1:Wv1Oy7z6Yz3DshWRJFhqM/UCfaWIRTdp0RXyy7KQOVs= cloud.google.com/go/storage v1.10.0/go.mod h1:FLPqc6j+Ki4BU591ie1oL6qBQGu2Bl/tZ9ullr3+Kg0= -cloud.google.com/go/storage v1.35.1 h1:B59ahL//eDfx2IIKFBeT5Atm9wnNmj3+8xG/W4WB//w= -cloud.google.com/go/storage v1.35.1/go.mod h1:M6M/3V/D3KpzMTJyPOR/HU6n2Si5QdaXYEsng2xgOs8= +cloud.google.com/go/storage v1.43.0 h1:CcxnSohZwizt4LCzQHWvBf1/kvtHUn7gk9QERXPyXFs= +cloud.google.com/go/storage v1.43.0/go.mod h1:ajvxEa7WmZS1PxvKRq4bq0tFT3vMd502JwstCcYv0Q0= contrib.go.opencensus.io/exporter/ocagent v0.7.1-0.20200907061046-05415f1de66d h1:LblfooH1lKOpp1hIhukktmSAxFkqMPFk9KR6iZ0MJNI= contrib.go.opencensus.io/exporter/ocagent v0.7.1-0.20200907061046-05415f1de66d/go.mod h1:IshRmMJBhDfFj5Y67nVhMYTTIze91RUeT73ipWKs/GY= contrib.go.opencensus.io/exporter/prometheus v0.4.2 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h1:6yULJ656Px+3vBD8DxQVa3kxgyrAnzto9xy5taEt/CY= go.opencensus.io v0.21.0/go.mod h1:mSImk1erAIZhrmZN+AvHh14ztQfjbGwt4TtuofqLduU= go.opencensus.io v0.22.0/go.mod h1:+kGneAE2xo2IficOXnaByMWTGM9T73dGwxeWcUqIpI8= go.opencensus.io v0.22.2/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw= @@ -394,27 +399,27 @@ go.opencensus.io v0.22.4/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw= go.opencensus.io v0.23.0/go.mod h1:XItmlyltB5F7CS4xOC1DcqMoFqwtC6OG2xF7mCv7P7E= go.opencensus.io v0.24.0 h1:y73uSU6J157QMP2kn2r30vwW1A2W2WFwSCGnAVxeaD0= go.opencensus.io v0.24.0/go.mod h1:vNK8G9p7aAivkbmorf4v+7Hgx+Zs0yY+0fOtgBfjQKo= -go.opentelemetry.io/otel v1.19.0 h1:MuS/TNf4/j4IXsZuJegVzI1cwut7Qc00344rgH7p8bs= -go.opentelemetry.io/otel v1.19.0/go.mod h1:i0QyjOq3UPoTzff0PJB2N66fb4S0+rSbSB15/oyH9fY= -go.opentelemetry.io/otel/metric v1.19.0 h1:aTzpGtV0ar9wlV4Sna9sdJyII5jTVJEvKETPiOKwvpE= -go.opentelemetry.io/otel/metric v1.19.0/go.mod h1:L5rUsV9kM1IxCj1MmSdS+JQAcVm319EUrDVLrt7jqt8= -go.opentelemetry.io/otel/sdk v1.19.0 h1:6USY6zH+L8uMH8L3t1enZPR3WFEmSTADlqldyHtJi3o= -go.opentelemetry.io/otel/sdk v1.19.0/go.mod h1:NedEbbS4w3C6zElbLdPJKOpJQOrGUJ+GfzpjUvI0v1A= -go.opentelemetry.io/otel/trace v1.19.0 h1:DFVQmlVbfVeOuBRrwdtaehRrWiL1JoVs9CPIQ1Dzxpg= -go.opentelemetry.io/otel/trace v1.19.0/go.mod h1:mfaSyvGyEJEI0nyV2I4qhNQnbBOUUmYZpYojqMnX2vo= +go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.54.0 h1:r6I7RJCN86bpD/FQwedZ0vSixDpwuWREjW9oRMsmqDc= +go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.54.0/go.mod h1:B9yO6b04uB80CzjedvewuqDhxJxi11s7/GtiGa8bAjI= +go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.54.0 h1:TT4fX+nBOA/+LUkobKGW1ydGcn+G3vRw9+g5HwCphpk= +go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.54.0/go.mod h1:L7UH0GbB0p47T4Rri3uHjbpCFYrVrwc1I25QhNPiGK8= +go.opentelemetry.io/otel v1.29.0 h1:PdomN/Al4q/lN6iBJEN3AwPvUiHPMlt93c8bqTG5Llw= +go.opentelemetry.io/otel v1.29.0/go.mod h1:N/WtXPs1CNCUEx+Agz5uouwCba+i+bJGFicT8SR4NP8= +go.opentelemetry.io/otel/metric v1.29.0 h1:vPf/HFWTNkPu1aYeIsc98l4ktOQaL6LeSoeV2g+8YLc= +go.opentelemetry.io/otel/metric v1.29.0/go.mod h1:auu/QWieFVWx+DmQOUMgj0F8LHWdgalxXqvp7BII/W8= +go.opentelemetry.io/otel/sdk v1.28.0 h1:b9d7hIry8yZsgtbmM0DKyPWMMUMlK9NEKuIG4aBqWyE= +go.opentelemetry.io/otel/sdk v1.28.0/go.mod h1:oYj7ClPUA7Iw3m+r7GeEjz0qckQRJK2B8zjcZEfu7Pg= +go.opentelemetry.io/otel/trace v1.29.0 h1:J/8ZNK4XgR7a21DZUAsbF8pZ5Jcw1VhACmnYt39JTi4= +go.opentelemetry.io/otel/trace v1.29.0/go.mod h1:eHl3w0sp3paPkYstJOmAimxhiFXPg+MMTlEh3nsQgWQ= go.uber.org/atomic v1.4.0/go.mod h1:gD2HeocX3+yG+ygLZcrzQJaqmWj9AIm7n08wl/qW/PE= -go.uber.org/atomic v1.7.0/go.mod h1:fEN4uk6kAWBTFdckzkM89CLk9XfWZrxpCo0nPH17wJc= go.uber.org/atomic v1.11.0 h1:ZvwS0R+56ePWxUNi+Atn9dWONBPp/AUETXlHW0DxSjE= go.uber.org/atomic v1.11.0/go.mod h1:LUxbIzbOniOlMKjJjyPfpl4v+PKK2cNJn91OQbhoJI0= -go.uber.org/goleak v1.1.11/go.mod h1:cwTWslyiVhfpKIDGSZEM2HlOvcqm+tG4zioyIeLoqMQ= go.uber.org/goleak v1.3.0 h1:2K3zAYmnTNqV73imy9J1T3WC+gmCePx2hEGkimedGto= go.uber.org/goleak v1.3.0/go.mod h1:CoHD4mav9JJNrW/WLlf7HGZPjdw8EucARQHekz1X6bE= go.uber.org/multierr v1.1.0/go.mod h1:wR5kodmAFQ0UK8QlbwjlSNy0Z68gJhDJUG5sjR94q/0= -go.uber.org/multierr v1.6.0/go.mod h1:cdWPpRnG4AhwMwsgIHip0KRBQjJy5kYEpYjJxpXp9iU= go.uber.org/multierr v1.11.0 h1:blXXJkSxSSfBVBlC76pxqeO+LN3aDfLQo+309xJstO0= go.uber.org/multierr v1.11.0/go.mod h1:20+QtiLqy0Nd6FdQB9TLXag12DsQkrbs3htMFfDN80Y= go.uber.org/zap v1.10.0/go.mod h1:vwi/ZaCAaUcBkycHslxD9B2zi4UTXhF60s6SWpuDF0Q= -go.uber.org/zap v1.24.0/go.mod h1:2kMP+WWQ8aoFoedH3T2sq6iJ2yDWpHbP0f6MQbS9Gkg= go.uber.org/zap v1.27.0 h1:aJMhYGrd5QSmlpLMr2MftRKl7t8J8PTZPA732ud/XR8= go.uber.org/zap v1.27.0/go.mod h1:GB2qFLM7cTU87MWRP2mPIjqfIDnGu+VIO4V/SdhGo2E= golang.org/x/crypto v0.0.0-20180904163835-0709b304e793/go.mod h1:6SG95UA2DQfeDnfUPMdvaQW0Q7yPrPDi9nlGo2tz2b4= @@ -423,9 +428,8 @@ golang.org/x/crypto v0.0.0-20190510104115-cbcb75029529/go.mod h1:yigFU9vqHzYiE8U golang.org/x/crypto v0.0.0-20190605123033-f99c8df09eb5/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI= golang.org/x/crypto v0.0.0-20191011191535-87dc89f01550/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI= golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto= -golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc= -golang.org/x/crypto v0.21.0 h1:X31++rzVUdKhX5sWmSOFZxx8UW/ldWx55cbf08iNAMA= -golang.org/x/crypto v0.21.0/go.mod h1:0BP7YvVV9gBbVKyeTG0Gyn+gZm94bibOW5BjDEYAOMs= +golang.org/x/crypto v0.26.0 h1:RrRspgV4mU+YwB4FYnuBoKsUapNIL5cohGAmSH3azsw= +golang.org/x/crypto v0.26.0/go.mod h1:GY7jblb9wI+FOo5y8/S2oY4zWP07AkOJ4+jxCqdqn54= golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA= golang.org/x/exp v0.0.0-20190306152737-a1d7652674e8/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA= golang.org/x/exp v0.0.0-20190510132918-efd6b22b2522/go.mod h1:ZjyILWgesfNpC6sMxTJOJm9Kp84zZh5NQWvqDGG3Qr8= @@ -436,8 +440,8 @@ golang.org/x/exp v0.0.0-20191227195350-da58074b4299/go.mod h1:2RIsYlXP63K8oxa1u0 golang.org/x/exp v0.0.0-20200119233911-0405dc783f0a/go.mod h1:2RIsYlXP63K8oxa1u096TMicItID8zy7Y6sNkU49FU4= golang.org/x/exp v0.0.0-20200207192155-f17229e696bd/go.mod h1:J/WKrq2StrnmMY6+EHIKF9dgMWnmCNThgcyBT1FY9mM= golang.org/x/exp v0.0.0-20200224162631-6cc2880d07d6/go.mod h1:3jZMyOhIsHpP37uCMkUooju7aAi5cS1Q23tOzKc+0MU= -golang.org/x/exp v0.0.0-20231110203233-9a3e6036ecaa h1:FRnLl4eNAQl8hwxVVC17teOw8kdjVDVAiFMtgUdTSRQ= -golang.org/x/exp v0.0.0-20231110203233-9a3e6036ecaa/go.mod h1:zk2irFbV9DP96SEBUUAy67IdHUaZuSnrz1n472HUCLE= +golang.org/x/exp v0.0.0-20240823005443-9b4947da3948 h1:kx6Ds3MlpiUHKj7syVnbp57++8WpuKPcR5yjLBjvLEA= +golang.org/x/exp v0.0.0-20240823005443-9b4947da3948/go.mod h1:akd2r19cwCdwSwWeIdzYQGa/EZZyqcOdwWiwj5L5eKQ= golang.org/x/image v0.0.0-20190227222117-0694c2d4d067/go.mod h1:kZ7UVZpmo3dzQBMxlp+ypCbDeSB+sBbTgSJuh5dn5js= golang.org/x/image v0.0.0-20190802002840-cff245a6509b/go.mod h1:FeLwcggjj3mMvU+oOTbSwawSJRM1uh48EjtB4UJZlP0= golang.org/x/lint v0.0.0-20181026193005-c67002cb31c3/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE= @@ -458,10 +462,8 @@ golang.org/x/mod v0.1.1-0.20191105210325-c90efee705ee/go.mod h1:QqPTAvyqsEbceGzB golang.org/x/mod v0.1.1-0.20191107180719-034126e5016b/go.mod h1:QqPTAvyqsEbceGzBzNggFXnrqF1CaUcvgkdR5Ot7KZg= golang.org/x/mod v0.2.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= golang.org/x/mod v0.3.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= -golang.org/x/mod v0.4.2/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= -golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4= -golang.org/x/mod v0.14.0 h1:dGoOF9QVLYng8IHTm7BAyWqCqSheQ5pYWGhzW00YJr0= -golang.org/x/mod v0.14.0/go.mod h1:hTbmBsO62+eylJbnUtE2MGJUyE7QWk4xUqPFrRgJ+7c= +golang.org/x/mod v0.20.0 h1:utOm6MM3R3dnawAiJgn0y+xvuYRsm1RKM/4giyfDgV0= +golang.org/x/mod v0.20.0/go.mod h1:hTbmBsO62+eylJbnUtE2MGJUyE7QWk4xUqPFrRgJ+7c= golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20181114220301-adae6a3d119a/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= @@ -493,14 +495,11 @@ golang.org/x/net v0.0.0-20200707034311-ab3426394381/go.mod h1:/O7V0waA8r7cgGh81R golang.org/x/net v0.0.0-20200822124328-c89045814202/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA= golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= golang.org/x/net v0.0.0-20201110031124-69a78807bb2b/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= -golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg= -golang.org/x/net v0.0.0-20210405180319-a5a99cb37ef4/go.mod h1:p54w0d4576C0XHj96bSt6lcn1PtDYWL6XObtHCRCNQM= golang.org/x/net v0.0.0-20210525063256-abc453219eb5/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= golang.org/x/net v0.0.0-20220127200216-cd36cc0744dd/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk= golang.org/x/net v0.0.0-20220225172249-27dd8689420f/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk= -golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c= -golang.org/x/net v0.23.0 h1:7EYJ93RZ9vYSZAIb2x3lnuvqO5zneoD6IvWjuhfxjTs= -golang.org/x/net v0.23.0/go.mod h1:JKghWKKOSdJwpW2GEx0Ja7fmaKnMsbu+MWVZTokSYmg= +golang.org/x/net v0.28.0 h1:a9JDOJc5GMUJ0+UDqmLT86WiEy7iWyIhz8gz8E4e5hE= +golang.org/x/net v0.28.0/go.mod h1:yqtgsTWOOnlGLG9GFRrK3++bGOUEkNBoHZc8MEDWPNg= golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U= golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= @@ -508,8 +507,8 @@ golang.org/x/oauth2 v0.0.0-20191202225959-858c2ad4c8b6/go.mod h1:gOpvHmFTYa4Iltr golang.org/x/oauth2 v0.0.0-20200107190931-bf48bf16ab8d/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= golang.org/x/oauth2 v0.0.0-20210514164344-f6687ab2804c/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= golang.org/x/oauth2 v0.0.0-20220223155221-ee480838109b/go.mod h1:DAh4E804XQdzx2j+YRIaUnCqCV2RuMz24cGBJ5QYIrc= -golang.org/x/oauth2 v0.14.0 h1:P0Vrf/2538nmC0H+pEQ3MNFRRnVR7RlqyVw+bvm26z0= -golang.org/x/oauth2 v0.14.0/go.mod h1:lAtNWgaWfL4cm7j2OV8TxGi9Qb7ECORx8DktCY74OwM= +golang.org/x/oauth2 v0.22.0 h1:BzDx2FehcG7jJwgWLELCdmLuxk2i+x9UDpSiss2u0ZA= +golang.org/x/oauth2 v0.22.0/go.mod h1:XYTD2NtWslqkgxebSiOHnXEap4TF09sJSc7H1sXbhtI= golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20181221193216-37e7f081c4d4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= @@ -520,11 +519,9 @@ golang.org/x/sync v0.0.0-20200317015054-43a5402ce75a/go.mod h1:RxMgew5VJxzue5/jJ golang.org/x/sync v0.0.0-20200625203802-6e8e738ad208/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20201207232520-09787c993a3a/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= -golang.org/x/sync v0.0.0-20210220032951-036812b2e83c/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20220601150217-0de741cfad7f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= -golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= -golang.org/x/sync v0.5.0 h1:60k92dhOjHxJkrqnwsfl8KuaHbn/5dl0lUPUklKo3qE= -golang.org/x/sync v0.5.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk= +golang.org/x/sync v0.8.0 h1:3NFvSEYkUoMifnESzZl15y791HH1qU2xm6eCJU5ZPXQ= +golang.org/x/sync v0.8.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk= golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= golang.org/x/sys v0.0.0-20180905080454-ebe1bf3edb33/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= golang.org/x/sys v0.0.0-20181116152217-5ac8a444bdc5/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= @@ -559,22 +556,19 @@ golang.org/x/sys v0.0.0-20200803210538-64077c9b5642/go.mod h1:h1NjWce9XRLGQEsW7w golang.org/x/sys v0.0.0-20200930185726-fdedc70b468f/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20210124154548-22da62e12c0c/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= -golang.org/x/sys v0.0.0-20210330210617-4fbd30eecc44/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20210423082822-04245dca01da/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= -golang.org/x/sys v0.0.0-20210510120138-977fb7262007/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20210603081109-ebe580a85c40/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20210615035016-665e8c7367d1/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20211216021012-1d35b9e2eb4e/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220114195835-da31bd327af9/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220708085239-5a0f0661e09d/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= -golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= -golang.org/x/sys v0.18.0 h1:DBdB3niSjOA/O0blCZBqDefyWNYveAYMNF1Wum0DYQ4= -golang.org/x/sys v0.18.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA= +golang.org/x/sys v0.24.0 h1:Twjiwq9dn6R1fQcyiK+wQyHWfaz/BJB+YIpzU/Cv3Xg= +golang.org/x/sys v0.24.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA= golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo= golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8= -golang.org/x/term v0.18.0 h1:FcHjZXDMxI8mM3nwhX9HlKop4C0YQvCVCdwYl2wOtE8= -golang.org/x/term v0.18.0/go.mod h1:ILwASektA3OnRv7amZ1xhE/KTR+u50pbXfZ03+6Nx58= +golang.org/x/term v0.23.0 h1:F6D4vR+EHoL9/sWAWgAR1H2DcHr4PareCbAaCo1RpuU= +golang.org/x/term v0.23.0/go.mod h1:DgV24QBUrK6jhZXl+20l6UWznPlwAHm1Q1mGHtydmSk= golang.org/x/text v0.0.0-20170915032832-14c0d48ead0c/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= golang.org/x/text v0.3.1-0.20180807135948-17ff2d5776d2/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= @@ -582,14 +576,13 @@ golang.org/x/text v0.3.2/go.mod h1:bEr9sfX3Q8Zfm5fL9x+3itogRgK3+ptLWKqgva+5dAk= golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ= golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ= golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ= -golang.org/x/text v0.3.8/go.mod h1:E6s5w1FMmriuDzIBO73fBruAKo1PCIq6d2Q6DHfQ8WQ= -golang.org/x/text v0.14.0 h1:ScX5w1eTa3QqT8oi6+ziP7dTV1S2+ALU0bI+0zXKWiQ= -golang.org/x/text v0.14.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU= +golang.org/x/text v0.17.0 h1:XtiM5bkSOt+ewxlOE/aE/AKEHibwj/6gvWMl9Rsh0Qc= +golang.org/x/text v0.17.0/go.mod h1:BuEKDfySbSR4drPmRPG/7iBdf8hvFMuRexcpahXilzY= golang.org/x/time v0.0.0-20181108054448-85acf8d2951c/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= golang.org/x/time v0.0.0-20190308202827-9d24e82272b4/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= golang.org/x/time v0.0.0-20191024005414-555d28b269f0/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= -golang.org/x/time v0.4.0 h1:Z81tqI5ddIoXDPvVQ7/7CC9TnLM7ubaFG2qXYd5BbYY= -golang.org/x/time v0.4.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM= +golang.org/x/time v0.6.0 h1:eTDhh4ZXt5Qf0augr54TN6suAUudPcawVZeIAPU7D4U= +golang.org/x/time v0.6.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM= golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ= golang.org/x/tools v0.0.0-20190114222345-bf090417da8b/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ= golang.org/x/tools v0.0.0-20190226205152-f727befe758c/go.mod h1:9Yl7xja0Znq3iFh3HoIrodX9oNMXvdceNzlUR8zjMvY= @@ -633,16 +626,12 @@ golang.org/x/tools v0.0.0-20200729194436-6467de6f59a7/go.mod h1:njjCfa9FT2d7l9Bc golang.org/x/tools v0.0.0-20200804011535-6c149bb5ef0d/go.mod h1:njjCfa9FT2d7l9Bc6FUM5FLjQPp3cFF28FI3qnDFljA= golang.org/x/tools v0.0.0-20200825202427-b303f430e36d/go.mod h1:njjCfa9FT2d7l9Bc6FUM5FLjQPp3cFF28FI3qnDFljA= golang.org/x/tools v0.0.0-20210106214847-113979e3529a/go.mod h1:emZCQorbCU4vsT4fOWvOPXz4eW1wZW4PmDk9uLelYpA= -golang.org/x/tools v0.1.5/go.mod h1:o0xws9oXOQQZyjljx8fwUC0k7L1pTE6eaCbjGeHmOkk= -golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc= -golang.org/x/tools v0.15.0 h1:zdAyfUGbYmuVokhzVmghFl2ZJh5QhcfebBgmVPFYA+8= -golang.org/x/tools v0.15.0/go.mod h1:hpksKq4dtpQWS1uQ61JkdqWM3LscIS6Slf+VVkm+wQk= +golang.org/x/tools v0.24.0 h1:J1shsA93PJUEVaUSaay7UXAyE8aimq3GW0pjlolpa24= +golang.org/x/tools v0.24.0/go.mod h1:YhNqVBIfWHdzvTLs0d8LCuMhkKUgSUKldakyV7W/WDQ= golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= -golang.org/x/xerrors v0.0.0-20231012003039-104605ab7028 h1:+cNy6SZtPcJQH3LJVLOSmiC7MMxXNOb3PU/VUEz+EhU= -golang.org/x/xerrors v0.0.0-20231012003039-104605ab7028/go.mod h1:NDW/Ps6MPRej6fsCIbMTohpP40sJ/P/vI1MoTEGwX90= gomodules.xyz/jsonpatch/v2 v2.4.0 h1:Ci3iUJyx9UeRx7CeFN8ARgGbkESwJK+KB9lLcWxY/Zw= gomodules.xyz/jsonpatch/v2 v2.4.0/go.mod h1:AH3dM2RI6uoBZxn3LVrfvJ3E0/9dG4cSrbuBJT4moAY= google.golang.org/api v0.4.0/go.mod h1:8k5glujaEP+g9n7WNsDg8QP6cUVNI86fCNMcbazEtwE= @@ -662,16 +651,14 @@ google.golang.org/api v0.25.0/go.mod h1:lIXQywCXRcnZPGlsd8NbLnOjtAoL6em04bJ9+z0M google.golang.org/api v0.28.0/go.mod h1:lIXQywCXRcnZPGlsd8NbLnOjtAoL6em04bJ9+z0MncE= google.golang.org/api v0.29.0/go.mod h1:Lcubydp8VUV7KeIHD9z2Bys/sm/vGKnG1UHuDBSrHWM= google.golang.org/api v0.30.0/go.mod h1:QGmEvQ87FHZNiUVJkT14jQNYJ4ZJjdRF23ZXz5138Fc= -google.golang.org/api v0.151.0 h1:FhfXLO/NFdJIzQtCqjpysWwqKk8AzGWBUhMIx67cVDU= -google.golang.org/api v0.151.0/go.mod h1:ccy+MJ6nrYFgE3WgRx/AMXOxOmU8Q4hSa+jjibzhxcg= +google.golang.org/api v0.195.0 h1:Ude4N8FvTKnnQJHU48RFI40jOBgIrL8Zqr3/QeST6yU= +google.golang.org/api v0.195.0/go.mod h1:DOGRWuv3P8TU8Lnz7uQc4hyNqrBpMtD9ppW3wBJurgc= google.golang.org/appengine v1.1.0/go.mod h1:EbEs0AVv82hx2wNQdGPgUI5lhzA/G0D9YwlJXL52JkM= google.golang.org/appengine v1.4.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4= google.golang.org/appengine v1.5.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4= google.golang.org/appengine v1.6.1/go.mod h1:i06prIuMbXzDqacNJfV5OdTW448YApPu5ww/cMBSeb0= google.golang.org/appengine v1.6.5/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc= google.golang.org/appengine v1.6.6/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc= -google.golang.org/appengine v1.6.8 h1:IhEN5q69dyKagZPYMSdIjS2HqprW324FRQZJcGqPAsM= -google.golang.org/appengine v1.6.8/go.mod h1:1jJ3jBArFh5pcgW8gCtRJnepW8FzD1V44FJffLiz/Ds= google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8/go.mod h1:JiN7NxoALGmiZfu7CAH4rXhgtRTLTxftemlI0sWmxmc= google.golang.org/genproto v0.0.0-20190307195333-5fe7a883aa19/go.mod h1:VzzqZJRnGkLBvHegQrXjBqPurQTc5/KpmUdxsrq26oE= google.golang.org/genproto v0.0.0-20190418145605-e7d98fc518a7/go.mod h1:VzzqZJRnGkLBvHegQrXjBqPurQTc5/KpmUdxsrq26oE= @@ -703,12 +690,12 @@ google.golang.org/genproto v0.0.0-20200618031413-b414f8b61790/go.mod h1:jDfRM7Fc google.golang.org/genproto 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h1:G4N2dYuMggJf4Cc4ycen/dYjEF1IlyX3zoRpkou/7zI= +knative.dev/serving v0.38.6/go.mod h1:5JIK94q75k2Y09CKpFRMe6Rs12bgCGv25wInPor/XCk= rsc.io/binaryregexp v0.2.0/go.mod h1:qTv7/COck+e2FymRvadv62gMdZztPaShugOCi3I+8D8= rsc.io/quote/v3 v3.1.0/go.mod h1:yEA65RcK8LyAZtP9Kv3t0HmxON59tX3rD+tICJqUlj0= rsc.io/sampler v1.3.0/go.mod h1:T1hPZKmBbMNahiBKFy5HrXp6adAjACjK9JXDnKaTXpA= -sigs.k8s.io/controller-runtime v0.16.3 h1:2TuvuokmfXvDUamSx1SuAOO3eTyye+47mJCigwG62c4= -sigs.k8s.io/controller-runtime v0.16.3/go.mod h1:j7bialYoSn142nv9sCOJmQgDXQXxnroFU4VnX/brVJ0= +sigs.k8s.io/controller-runtime v0.17.6 h1:12IXsozEsIXWAMRpgRlYS1jjAHQXHtWEOMdULh3DbEw= +sigs.k8s.io/controller-runtime v0.17.6/go.mod h1:N0jpP5Lo7lMTF9aL56Z/B2oWBJjey6StQM0jRbKQXtY= sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd h1:EDPBXCAspyGV4jQlpZSudPeMmr1bNJefnuqLsRAsHZo= sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd/go.mod h1:B8JuhiUyNFVKdsE8h686QcCxMaH6HrOAZj4vswFpcB0= sigs.k8s.io/structured-merge-diff/v4 v4.4.1 h1:150L+0vs/8DA78h1u02ooW1/fFq/Lwr+sGiqlzvrtq4= diff --git a/hack/generate-install.sh b/hack/generate-install.sh index ee33dc96356..31a7ec7311b 100755 --- a/hack/generate-install.sh +++ b/hack/generate-install.sh @@ -56,6 +56,9 @@ RELEASES=( "v0.12.1" "v0.13.0-rc0" "v0.13.0" + "v0.14.0-rc0" + "v0.14.0-rc1" + "v0.14.0" ) TAG=$1 @@ -102,6 +105,8 @@ cp ${temp_dir}/serving.kserve.io_trainedmodels.yaml charts/kserve-crd/templates/ cp ${temp_dir}/serving.kserve.io_inferencegraphs.yaml charts/kserve-crd/templates/serving.kserve.io_inferencegraphs.yaml cp ${temp_dir}/serving.kserve.io_servingruntimes.yaml charts/kserve-crd/templates/serving.kserve.io_servingruntimes.yaml cp ${temp_dir}/serving.kserve.io_clusterstoragecontainers.yaml charts/kserve-crd/templates/serving.kserve.io_clusterstoragecontainers.yaml +cp ${temp_dir}/serving.kserve.io_localmodelnodegroups.yaml charts/kserve-crd/templates/serving.kserve.io_localmodelnodegroups.yaml +cp ${temp_dir}/serving.kserve.io_clusterlocalmodels.yaml charts/kserve-crd/templates/serving.kserve.io_clusterlocalmodels.yaml # Clean temp directory rm -rf ${temp_dir} diff --git a/hack/generate-licenses.sh b/hack/generate-licenses.sh index 12623d64f31..fa33ef4248f 100644 --- a/hack/generate-licenses.sh +++ b/hack/generate-licenses.sh @@ -12,7 +12,7 @@ mv license.txt third_party/library/license_go.txt ## Generate a Python License # See https://github.com/kubeflow/testing/blob/master/py/kubeflow/testing/python-license-tools/README.md -pipenv install -e python/alibiexplainer python/kfserving python/sklearnserver python/xgbserver +pipenv install -e python/kfserving python/sklearnserver python/xgbserver python ../testing/py/kubeflow/testing/python-license-tools/pipfile_to_github_repo.py # See https://github.com/kubeflow/testing/blob/master/py/kubeflow/testing/go-license-tools/README.md python ../testing/py/kubeflow/testing/go-license-tools/get_github_license_info.py --github-api-token-file ~/.github_api_token diff --git a/hack/image_patch_dev.sh b/hack/image_patch_dev.sh index 6b22d427c5c..8b0f3d47fea 100755 --- a/hack/image_patch_dev.sh +++ b/hack/image_patch_dev.sh @@ -19,6 +19,25 @@ spec: containers: - name: manager command: + - /ko-app/manager + image: ${IMG} +EOF + +IMG=$(ko resolve -f config/localmodels/manager.yaml | grep 'image:' | head -1 | awk '{print $2}') +if [ -z ${IMG} ]; then exit; fi +cat > config/overlays/${OVERLAY}/localmodel_image_patch.yaml << EOF +apiVersion: apps/v1 +kind: Deployment +metadata: + name: kserve-localmodel-controller-manager + namespace: kserve +spec: + template: + spec: + containers: + - name: manager + command: + - /ko-app/localmodel image: ${IMG} EOF diff --git a/hack/kserve_migration/kserve_migration.sh b/hack/kserve_migration/kserve_migration.sh index bb9aad81648..5f0f296208a 100755 --- a/hack/kserve_migration/kserve_migration.sh +++ b/hack/kserve_migration/kserve_migration.sh @@ -121,7 +121,7 @@ ksvc_count=${#ksvc_names[@]} yq 'del(.metadata.managedFields)' -i "${ISVC_CONFIG_DIR}/${isvc_names[$i]}.yaml" yq 'del(.status)' -i "${ISVC_CONFIG_DIR}/${isvc_names[$i]}.yaml" sed -i -- 's/kubeflow.org/kserve.io/g' ${ISVC_CONFIG_DIR}/${isvc_names[$i]}.yaml - kubectl apply -f "${ISVC_CONFIG_DIR}/${isvc_names[$i]}.yaml" + kubectl apply --server-side=true -f "${ISVC_CONFIG_DIR}/${isvc_names[$i]}.yaml" done ) sleep 300 diff --git a/hack/python-sdk/client-gen.sh b/hack/python-sdk/client-gen.sh index 34d27ca9e9e..a724feb03bf 100755 --- a/hack/python-sdk/client-gen.sh +++ b/hack/python-sdk/client-gen.sh @@ -23,7 +23,7 @@ OPENAPI_GENERATOR_VERSION="4.3.1" SWAGGER_JAR_URL="https://repo1.maven.org/maven2/org/openapitools/openapi-generator-cli/${OPENAPI_GENERATOR_VERSION}/openapi-generator-cli-${OPENAPI_GENERATOR_VERSION}.jar" SWAGGER_CODEGEN_JAR="hack/python-sdk/openapi-generator-cli-${OPENAPI_GENERATOR_VERSION}.jar" SWAGGER_CODEGEN_CONF="hack/python-sdk/swagger_config.json" -SWAGGER_CODEGEN_FILE="pkg/apis/serving/v1beta1/swagger.json" +SWAGGER_CODEGEN_FILE="pkg/openapi/swagger.json" SDK_OUTPUT_PATH="python/kserve" echo "Downloading the swagger-codegen JAR package ..." diff --git a/hack/quick_install.sh b/hack/quick_install.sh index c90f92e3ff9..e7a68900c81 100755 --- a/hack/quick_install.sh +++ b/hack/quick_install.sh @@ -1,9 +1,10 @@ +#!/bin/bash + set -eo pipefail ############################################################ # Help # ############################################################ -Help() -{ +Help() { # Display Help echo "KServe quick install script." echo @@ -11,144 +12,129 @@ Help() echo "options:" echo "s Serverless Mode." echo "r RawDeployment Mode." + echo "u Uninstall." + echo "d Install only dependencies." echo } -deploymentMode=serverless -while getopts ":hsr" option; do - case $option in - h) # display Help - Help - exit;; - r) # skip knative install - deploymentMode=kubernetes;; - s) # install knative - deploymentMode=serverless;; - \?) # Invalid option - echo "Error: Invalid option" - exit;; - esac -done - export ISTIO_VERSION=1.20.4 -export ISTIO_DIR=istio-${ISTIO_VERSION} -export KNATIVE_SERVING_VERSION=knative-v1.13.1 -export KNATIVE_ISTIO_VERSION=knative-v1.13.1 -export KSERVE_VERSION=v0.13.0 -export CERT_MANAGER_VERSION=v1.9.0 -export SCRIPT_DIR="$( dirname -- "${BASH_SOURCE[0]}" )" - -cleanup(){ - rm -rf deploy-config-patch.yaml -} -trap cleanup EXIT - -get_kube_version(){ - kubectl version --short=true 2>/dev/null || kubectl version | awk -F '.' '/Server Version/ {print $2}' +export KNATIVE_OPERATOR_VERSION=v1.14.5 +export KNATIVE_SERVING_VERSION=1.13.1 +export KSERVE_VERSION=v0.14.0 +export CERT_MANAGER_VERSION=v1.15.1 +SCRIPT_DIR="$(dirname -- "${BASH_SOURCE[0]}")" +export SCRIPT_DIR + +uninstall() { + helm uninstall --ignore-not-found kserve -n kserve + helm uninstall --ignore-not-found kserve-crd -n kserve + echo "😀 Successfully uninstalled KServe" + + kubectl delete --ignore-not-found=true KnativeServing knative-serving -n knative-serving --wait=True --timeout=300s + helm uninstall --ignore-not-found knative-operator -n knative-serving + echo "😀 Successfully uninstalled Knative" + + helm uninstall --ignore-not-found istio-ingressgateway -n istio-system + helm uninstall --ignore-not-found istiod -n istio-system + helm uninstall --ignore-not-found istio-base -n istio-system + echo "😀 Successfully uninstalled Istio" + + helm uninstall --ignore-not-found cert-manager -n cert-manager + echo "😀 Successfully uninstalled Cert Manager" + + kubectl delete --ignore-not-found=true namespace istio-system + kubectl delete --ignore-not-found=true namespace cert-manager + kubectl delete --ignore-not-found=true namespace kserve } -if [ $(get_kube_version) -lt 24 ]; -then - echo "😱 install requires at least Kubernetes 1.24"; - exit 1; +# Check if helm command is available +if ! command -v helm &>/dev/null; then + echo "😱 Helm command not found. Please install Helm." + exit 1 fi -if [ -d ${ISTIO_DIR} ]; then - echo "Already downloaded ${ISTIO_DIR}" -else - curl -L https://istio.io/downloadIstio | sh - -fi -pushd ${ISTIO_DIR} >> /dev/null - -# Create istio-system namespace -cat < ./istio-minimal-operator.yaml -apiVersion: install.istio.io/v1beta1 -kind: IstioOperator -spec: - values: - global: - proxy: - autoInject: disabled - - meshConfig: - accessLogFile: /dev/stdout - - components: - ingressGateways: - - name: istio-ingressgateway - enabled: true - k8s: - podAnnotations: - cluster-autoscaler.kubernetes.io/safe-to-evict: "true" - pilot: - enabled: true - k8s: - resources: - requests: - cpu: 200m - memory: 200Mi - podAnnotations: - cluster-autoscaler.kubernetes.io/safe-to-evict: "true" -EOF +get_kube_version() { + kubectl version --short=true 2>/dev/null || kubectl version | awk -F '.' '/Server Version/ {print $2}' +} -bin/istioctl manifest apply -f istio-minimal-operator.yaml -y; +if [ "$(get_kube_version)" -lt 24 ]; then + echo "😱 install requires at least Kubernetes 1.24" + exit 1 +fi +helm repo add istio https://istio-release.storage.googleapis.com/charts --force-update +helm install istio-base istio/base -n istio-system --wait --set defaultRevision=default --create-namespace --version ${ISTIO_VERSION} +helm install istiod istio/istiod -n istio-system --wait --version ${ISTIO_VERSION} \ + --set proxy.autoInject=disabled \ + --set-string pilot.podAnnotations."cluster-autoscaler\.kubernetes\.io/safe-to-evict"=true +helm install istio-ingressgateway istio/gateway -n istio-system --version ${ISTIO_VERSION} \ + --set-string podAnnotations."cluster-autoscaler\.kubernetes\.io/safe-to-evict"=true + +# Wait for the istio ingressgateway pod to be created +sleep 10 +# Wait for istio ingressgateway to be ready +kubectl wait --for=condition=Ready pod -l app=istio-ingressgateway -n istio-system --timeout=600s echo "😀 Successfully installed Istio" -popd >> /dev/null -rm -rf ${ISTIO_DIR} - -# Install Knative -if [ $deploymentMode = serverless ]; then - kubectl apply --filename https://github.com/knative/serving/releases/download/${KNATIVE_SERVING_VERSION}/serving-crds.yaml - kubectl apply --filename https://github.com/knative/serving/releases/download/${KNATIVE_SERVING_VERSION}/serving-core.yaml - kubectl apply --filename https://github.com/knative/net-istio/releases/download/${KNATIVE_ISTIO_VERSION}/release.yaml - # Patch the external domain as the default domain svc.cluster.local is not exposed on ingress - kubectl patch cm config-domain --patch '{"data":{"example.com":""}}' -n knative-serving - echo "😀 Successfully installed Knative" -fi # Install Cert Manager -kubectl apply --validate=false -f https://github.com/jetstack/cert-manager/releases/download/${CERT_MANAGER_VERSION}/cert-manager.yaml -kubectl wait --for=condition=available --timeout=600s deployment/cert-manager-webhook -n cert-manager -cd .. +helm repo add jetstack https://charts.jetstack.io --force-update +helm install \ + cert-manager jetstack/cert-manager \ + --namespace cert-manager \ + --create-namespace \ + --version ${CERT_MANAGER_VERSION} \ + --set crds.enabled=true echo "😀 Successfully installed Cert Manager" -# Install KServe -KSERVE_CONFIG=kserve.yaml -MAJOR_VERSION=$(echo ${KSERVE_VERSION:1} | cut -d "." -f1) -MINOR_VERSION=$(echo ${KSERVE_VERSION} | cut -d "." -f2) -if [ ${MAJOR_VERSION} -eq 0 ] && [ ${MINOR_VERSION} -le 6 ]; then KSERVE_CONFIG=kfserving.yaml; fi - -# Retry inorder to handle that it may take a minute or so for the TLS assets required for the webhook to function to be provisioned -kubectl apply -f https://github.com/kserve/kserve/releases/download/${KSERVE_VERSION}/${KSERVE_CONFIG} - -# Install KServe built-in servingruntimes and storagecontainers -kubectl wait --for=condition=ready pod -l control-plane=kserve-controller-manager -n kserve --timeout=300s - -if [ ${MAJOR_VERSION} -eq 0 ] && [ ${MINOR_VERSION} -le 11 ]; then - kubectl apply -f https://github.com/kserve/kserve/releases/download/${KSERVE_VERSION}/kserve-runtimes.yaml -else - kubectl apply -f https://github.com/kserve/kserve/releases/download/${KSERVE_VERSION}/kserve-cluster-resources.yaml +# Install Knative +if [ $deploymentMode = "Serverless" ]; then + helm install knative-operator --namespace knative-serving --create-namespace --wait \ + https://github.com/knative/operator/releases/download/knative-${KNATIVE_OPERATOR_VERSION}/knative-operator-${KNATIVE_OPERATOR_VERSION}.tgz + kubectl apply -f - < deploy-config-patch.yaml -data: - deploy: | - { - "defaultDeploymentMode": "RawDeployment" - } -EOF -kubectl patch cm inferenceservice-config -n kserve --type=merge --patch-file=deploy-config-patch.yaml +if [ $installKserve = false ]; then + exit fi +# Install KServe +helm install kserve-crd oci://ghcr.io/kserve/charts/kserve-crd --version ${KSERVE_VERSION} --namespace kserve --create-namespace --wait +helm install kserve oci://ghcr.io/kserve/charts/kserve --version ${KSERVE_VERSION} --namespace kserve --create-namespace --wait \ + --set-string kserve.controller.deploymentMode="${deploymentMode}" --set kserve.modelmesh.enabled=false echo "😀 Successfully installed KServe" diff --git a/hack/self-signed-ca.sh b/hack/self-signed-ca.sh index ed34e712f1c..affc99f3c23 100755 --- a/hack/self-signed-ca.sh +++ b/hack/self-signed-ca.sh @@ -159,7 +159,7 @@ for webhookConfigName in "${mutatingWebhookConfigNames[@]}"; do mutatingPatchString=${mutatingPatchString%, }']' mutatingPatchString=$(echo ${mutatingPatchString} | sed "s|{{CA_BUNDLE}}|${caBundle}|g") - echo "patching ca bundle for mutating webhook configuration..." + echo "patching ca bundle for mutating webhook configuration(${webhookConfigName})..." kubectl patch mutatingwebhookconfiguration "${webhookConfigName}" \ --type='json' -p="${mutatingPatchString}" done @@ -175,13 +175,16 @@ for webhookConfigName in "${validatingWebhookConfigNames[@]}"; do validatingPatchString=${validatingPatchString%, }']' validatingPatchString=$(echo ${validatingPatchString} | sed "s|{{CA_BUNDLE}}|${caBundle}|g") - echo "patching ca bundle for validating webhook configuration..." + echo "patching ca bundle for validating webhook configuration(${webhookConfigName})..." kubectl patch validatingwebhookconfiguration "${webhookConfigName}" \ --type='json' -p="${validatingPatchString}" done -echo "patching ca bundler for conversion webhook configuration.." -conversionPatchString='[{"op": "replace", "path": "/spec/conversion/webhook/clientConfig/caBundle", "value":"{{CA_BUNDLE}}"}]' -conversionPatchString=$(echo ${conversionPatchString} | sed "s|{{CA_BUNDLE}}|${caBundle}|g") -kubectl patch CustomResourceDefinition inferenceservices.serving.kserve.io \ - --type='json' -p="${conversionPatchString}" +# The conversion webhook has been removed: https://github.com/kserve/kserve/pull/3700/files. +# However, this is kept as a reference for potential future use of the conversion webhook. + +# echo "patching ca bundler for conversion webhook configuration.." +# conversionPatchString='[{"op": "replace", "path": "/spec/conversion/webhook/clientConfig/caBundle", "value":"{{CA_BUNDLE}}"}]' +# conversionPatchString=$(echo ${conversionPatchString} | sed "s|{{CA_BUNDLE}}|${caBundle}|g") +# kubectl patch CustomResourceDefinition inferenceservices.serving.kserve.io \ +# --type='json' -p="${conversionPatchString}" diff --git a/hack/serving_runtime_image_patch.sh b/hack/serving_runtime_image_patch.sh index 683bd3d888d..58f085f2a61 100755 --- a/hack/serving_runtime_image_patch.sh +++ b/hack/serving_runtime_image_patch.sh @@ -23,4 +23,4 @@ set -o pipefail export SERVING_RUNTIME_FILE_NAME=$1 export IMG=$2 if [ -z "$IMG" ] || [ -z "$SERVING_RUNTIME_FILE_NAME" ]; then exit; fi -yq eval '.spec.containers[0].image = env(IMG)' config/runtimes/"$SERVING_RUNTIME_FILE_NAME" | kubectl apply -f - +yq eval '.spec.containers[0].image = env(IMG)' config/runtimes/"$SERVING_RUNTIME_FILE_NAME" | kubectl apply --server-side=true -f - diff --git a/hack/tools.go b/hack/tools.go index fd32bd1b0ef..ec6577b29ba 100644 --- a/hack/tools.go +++ b/hack/tools.go @@ -24,5 +24,4 @@ import ( _ "k8s.io/code-generator/cmd/defaulter-gen" _ "k8s.io/code-generator/cmd/informer-gen" _ "k8s.io/code-generator/cmd/lister-gen" - _ "k8s.io/code-generator/cmd/openapi-gen" ) diff --git a/hack/update-codegen.sh b/hack/update-codegen.sh index b68efdb8774..bdfa2bae454 100755 --- a/hack/update-codegen.sh +++ b/hack/update-codegen.sh @@ -18,33 +18,27 @@ set -o errexit set -o nounset set -o pipefail -KUBE_ROOT=$(dirname "${BASH_SOURCE[0]}")/.. -CODEGEN_VERSION=$(cd "${KUBE_ROOT}" && grep 'k8s.io/code-generator' go.mod | awk '{print $2}') +SCRIPT_DIR="$(dirname "${BASH_SOURCE[0]}")" +SCRIPT_ROOT="${SCRIPT_DIR}/.." +CODEGEN_VERSION=$(cd "${SCRIPT_ROOT}" && grep 'k8s.io/code-generator' go.mod | awk '{print $2}') if [ -z "${GOPATH:-}" ]; then GOPATH=$(go env GOPATH) export GOPATH fi CODEGEN_PKG="$GOPATH/pkg/mod/k8s.io/code-generator@${CODEGEN_VERSION}" +THIS_PKG="github.com/kserve/kserve" -# To avoid permission denied error -chmod +x "${CODEGEN_PKG}/generate-groups.sh" -chmod +x "${CODEGEN_PKG}/generate-internal-groups.sh" +# shellcheck source=/dev/null +source "${CODEGEN_PKG}/kube_codegen.sh" -# We can not generate client-go for v1alpha1 and v1beta1 and add them to the same directory. -# So, we add each to a separate directory. -# Generating files for v1alpha1 -"${CODEGEN_PKG}/generate-groups.sh" \ - "deepcopy,client,informer,lister" \ - "github.com/kserve/kserve/pkg/clientv1alpha1" \ - "github.com/kserve/kserve/pkg/apis" \ - "serving:v1alpha1" \ - --go-header-file "${KUBE_ROOT}/hack/boilerplate.go.txt" +kube::codegen::gen_helpers \ + --boilerplate "${SCRIPT_ROOT}/hack/boilerplate.go.txt" \ + "${SCRIPT_ROOT}" -# Generating files for v1beta1 -"${CODEGEN_PKG}/generate-groups.sh" \ - "deepcopy,client,informer,lister" \ - "github.com/kserve/kserve/pkg/client" \ - "github.com/kserve/kserve/pkg/apis" \ - "serving:v1beta1" \ - --go-header-file "${KUBE_ROOT}/hack/boilerplate.go.txt" +kube::codegen::gen_client \ + --with-watch \ + --output-dir "${SCRIPT_ROOT}/pkg/client" \ + --output-pkg "${THIS_PKG}/pkg/client" \ + --boilerplate "${SCRIPT_ROOT}/hack/boilerplate.go.txt" \ + "${SCRIPT_ROOT}/pkg/apis" diff --git a/hack/update-openapigen.sh b/hack/update-openapigen.sh index 138fd89f546..169c42eb003 100755 --- a/hack/update-openapigen.sh +++ b/hack/update-openapigen.sh @@ -20,13 +20,45 @@ set -o pipefail KNOWN_VIOLATION_EXCEPTIONS=hack/violation_exceptions.list CURRENT_VIOLATION_EXCEPTIONS=hack/current_violation_exceptions.list -OPENAPI_SPEC_FILE=pkg/apis/serving/v1beta1/openapi_generated.go +OPENAPI_SPEC_FILE=pkg/openapi/openapi_generated.go + +GOPATH=$(go env GOPATH) +if [[ -z $GOPATH ]] +then + echo "Error: GOPATH is not set. Please configure your GOPATH environment variable." + exit 1 +fi +TARGET_DIR="$GOPATH/src/github.com/kserve/kserve" +CURRENT_DIR=$(pwd) + +# Check if the current directory is the target directory +if [[ "$CURRENT_DIR" != "$TARGET_DIR" ]]; then + echo "You are not in the target directory: $TARGET_DIR" + + # Check if the target directory exists. + if [[ -d "$TARGET_DIR" ]]; then + mv $TARGET_DIR "${TARGET_DIR}_$(date +%Y%m%d_%H%M%S)" + fi + + echo "Creating a symbolic link for the target directory ..." + mkdir -p "$(dirname "$TARGET_DIR")" + ln -s "$CURRENT_DIR" "$TARGET_DIR" + + # Change to the target directory + echo "Changing to the target directory: $TARGET_DIR" + pushd "$TARGET_DIR" > /dev/null +fi # Generating OpenAPI specification go run k8s.io/kube-openapi/cmd/openapi-gen \ - --input-dirs ./pkg/apis/serving/v1beta1,./pkg/apis/serving/v1alpha1,knative.dev/pkg/apis,knative.dev/pkg/apis/duck/v1 \ - --output-package ./pkg/apis/serving/v1beta1 -o ./ -v 5 --go-header-file hack/boilerplate.go.txt \ - -r $CURRENT_VIOLATION_EXCEPTIONS + --output-pkg github.com/kserve/kserve/pkg/openapi --output-dir "./pkg/openapi" \ + --output-file "openapi_generated.go" \ + -v 5 --go-header-file hack/boilerplate.go.txt \ + -r $CURRENT_VIOLATION_EXCEPTIONS \ + "knative.dev/pkg/apis" \ + "knative.dev/pkg/apis/duck/v1" \ + "./pkg/apis/serving/v1beta1" \ + "./pkg/apis/serving/v1alpha1" # Hack, the name is required in openAPI specification even if set "+optional" for v1.Container in PredictorExtensionSpec. sed -i'.bak' -e 's/Required: \[\]string{\"name\"},//g' $OPENAPI_SPEC_FILE && rm -rf $OPENAPI_SPEC_FILE.bak @@ -41,4 +73,10 @@ diff $CURRENT_VIOLATION_EXCEPTIONS $KNOWN_VIOLATION_EXCEPTIONS || \ (echo -e "ERROR: \n\t API rule check failed. Reported violations in file $CURRENT_VIOLATION_EXCEPTIONS differ from known violations in file $KNOWN_VIOLATION_EXCEPTIONS. \n"; exit 1) # Generating swagger file -go run cmd/spec-gen/main.go 0.1 > pkg/apis/serving/v1beta1/swagger.json +go run cmd/spec-gen/main.go 0.1 > pkg/openapi/swagger.json + +# Return to the original directory +if [[ "$CURRENT_DIR" != "$TARGET_DIR" ]]; then + echo "Returning to the original directory: $CURRENT_DIR" + popd > /dev/null +fi diff --git a/hack/violation_exceptions.list b/hack/violation_exceptions.list index 105f252b48a..bfe9c612034 100644 --- a/hack/violation_exceptions.list +++ b/hack/violation_exceptions.list @@ -11,6 +11,7 @@ API rule violation: list_type_missing,github.com/kserve/kserve/pkg/apis/serving/ API rule violation: list_type_missing,github.com/kserve/kserve/pkg/apis/serving/v1alpha1,TrainedModelList,Items API rule violation: list_type_missing,github.com/kserve/kserve/pkg/apis/serving/v1beta1,ComponentStatusSpec,Traffic API rule violation: list_type_missing,github.com/kserve/kserve/pkg/apis/serving/v1beta1,InferenceServiceList,Items +API rule violation: list_type_missing,github.com/kserve/kserve/pkg/apis/serving/v1beta1,LoggerSpec,MetadataHeaders API rule violation: list_type_missing,github.com/kserve/kserve/pkg/apis/serving/v1beta1,PodSpec,Containers API rule violation: list_type_missing,github.com/kserve/kserve/pkg/apis/serving/v1beta1,PodSpec,EphemeralContainers API rule violation: list_type_missing,github.com/kserve/kserve/pkg/apis/serving/v1beta1,PodSpec,HostAliases @@ -30,7 +31,6 @@ API rule violation: names_match,github.com/kserve/kserve/pkg/apis/serving/v1beta API rule violation: names_match,github.com/kserve/kserve/pkg/apis/serving/v1beta1,ExplainerConfig,ContainerImage API rule violation: names_match,github.com/kserve/kserve/pkg/apis/serving/v1beta1,ExplainerExtensionSpec,StorageURI API rule violation: names_match,github.com/kserve/kserve/pkg/apis/serving/v1beta1,ExplainersConfig,ARTExplainer -API rule violation: names_match,github.com/kserve/kserve/pkg/apis/serving/v1beta1,IngressConfig,IngressServiceName API rule violation: names_match,github.com/kserve/kserve/pkg/apis/serving/v1beta1,IngressConfig,LocalGatewayServiceName API rule violation: names_match,github.com/kserve/kserve/pkg/apis/serving/v1beta1,ModelStatus,ModelCopies API rule violation: names_match,github.com/kserve/kserve/pkg/apis/serving/v1beta1,ModelStatus,ModelRevisionStates diff --git a/install/v0.14.0-rc0/kserve-cluster-resources.yaml b/install/v0.14.0-rc0/kserve-cluster-resources.yaml new file mode 100644 index 00000000000..3eeb32edcff --- /dev/null +++ b/install/v0.14.0-rc0/kserve-cluster-resources.yaml @@ -0,0 +1,403 @@ +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-huggingfaceserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + image: kserve/huggingfaceserver:v0.14.0-rc0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + protocolVersions: + - v2 + - v1 + supportedModelFormats: + - autoSelect: true + name: huggingface + priority: 1 + version: "1" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-lgbserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --model_dir=/mnt/models + - --http_port=8080 + - --nthread=1 + image: kserve/lgbserver:v0.14.0-rc0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + protocolVersions: + - v1 + - v2 + supportedModelFormats: + - autoSelect: true + name: lightgbm + priority: 1 + version: "3" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-mlserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - env: + - name: MLSERVER_MODEL_IMPLEMENTATION + value: '{{.Labels.modelClass}}' + - name: MLSERVER_HTTP_PORT + value: "8080" + - name: MLSERVER_GRPC_PORT + value: "9000" + - name: MODELS_DIR + value: /mnt/models + image: docker.io/seldonio/mlserver:1.5.0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + protocolVersions: + - v2 + supportedModelFormats: + - autoSelect: true + name: sklearn + priority: 2 + version: "0" + - autoSelect: true + name: sklearn + priority: 2 + version: "1" + - autoSelect: true + name: xgboost + priority: 2 + version: "1" + - autoSelect: true + name: xgboost + priority: 2 + version: "2" + - autoSelect: true + name: lightgbm + priority: 2 + version: "3" + - autoSelect: true + name: lightgbm + priority: 2 + version: "4" + - autoSelect: true + name: mlflow + priority: 1 + version: "1" + - autoSelect: true + name: mlflow + priority: 1 + version: "2" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-paddleserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --model_dir=/mnt/models + - --http_port=8080 + image: kserve/paddleserver:v0.14.0-rc0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + protocolVersions: + - v1 + - v2 + supportedModelFormats: + - autoSelect: true + name: paddle + priority: 1 + version: "2" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-pmmlserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --model_dir=/mnt/models + - --http_port=8080 + image: kserve/pmmlserver:v0.14.0-rc0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + protocolVersions: + - v1 + - v2 + supportedModelFormats: + - autoSelect: true + name: pmml + priority: 1 + version: "3" + - autoSelect: true + name: pmml + priority: 1 + version: "4" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-sklearnserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --model_dir=/mnt/models + - --http_port=8080 + image: kserve/sklearnserver:v0.14.0-rc0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + protocolVersions: + - v1 + - v2 + supportedModelFormats: + - autoSelect: true + name: sklearn + priority: 1 + version: "1" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-tensorflow-serving +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --port=9000 + - --rest_api_port=8080 + - --model_base_path=/mnt/models + - --rest_api_timeout_in_ms=60000 + command: + - /usr/bin/tensorflow_model_server + image: tensorflow/serving:2.6.2 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + protocolVersions: + - v1 + - grpc-v1 + supportedModelFormats: + - autoSelect: true + name: tensorflow + priority: 2 + version: "1" + - autoSelect: true + name: tensorflow + priority: 2 + version: "2" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-torchserve +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8082" + containers: + - args: + - torchserve + - --start + - --model-store=/mnt/models/model-store + - --ts-config=/mnt/models/config/config.properties + env: + - name: TS_SERVICE_ENVELOPE + value: '{{.Labels.serviceEnvelope}}' + image: pytorch/torchserve-kfs:0.9.0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + protocolVersions: + - v1 + - v2 + - grpc-v2 + supportedModelFormats: + - autoSelect: true + name: pytorch + priority: 2 + version: "1" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-tritonserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8002" + containers: + - args: + - tritonserver + - --model-store=/mnt/models + - --grpc-port=9000 + - --http-port=8080 + - --allow-grpc=true + - --allow-http=true + image: nvcr.io/nvidia/tritonserver:23.05-py3 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + protocolVersions: + - v2 + - grpc-v2 + supportedModelFormats: + - autoSelect: true + name: tensorrt + priority: 1 + version: "8" + - autoSelect: true + name: tensorflow + priority: 1 + version: "1" + - autoSelect: true + name: tensorflow + priority: 1 + version: "2" + - autoSelect: true + name: onnx + priority: 1 + version: "1" + - name: pytorch + version: "1" + - autoSelect: true + name: triton + priority: 1 + version: "2" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-xgbserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --model_dir=/mnt/models + - --http_port=8080 + - --nthread=1 + image: kserve/xgbserver:v0.14.0-rc0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + protocolVersions: + - v1 + - v2 + supportedModelFormats: + - autoSelect: true + name: xgboost + priority: 1 + version: "1" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterStorageContainer +metadata: + name: default +spec: + container: + image: kserve/storage-initializer:v0.14.0-rc0 + name: storage-initializer + resources: + limits: + cpu: "1" + memory: 1Gi + requests: + cpu: 100m + memory: 100Mi + supportedUriFormats: + - prefix: gs:// + - prefix: s3:// + - prefix: hdfs:// + - prefix: webhdfs:// + - regex: https://(.+?).blob.core.windows.net/(.+) + - regex: https://(.+?).file.core.windows.net/(.+) + - regex: https?://(.+)/(.+) diff --git a/install/v0.14.0-rc0/kserve.yaml b/install/v0.14.0-rc0/kserve.yaml new file mode 100644 index 00000000000..2966dc51b1f --- /dev/null +++ b/install/v0.14.0-rc0/kserve.yaml @@ -0,0 +1,22018 @@ +apiVersion: v1 +kind: Namespace +metadata: + labels: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + istio-injection: disabled + name: kserve +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.12.0 + name: clusterservingruntimes.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterServingRuntime + listKind: ClusterServingRuntimeList + plural: clusterservingruntimes + singular: clusterservingruntime + scope: Cluster + versions: + - additionalPrinterColumns: + - jsonPath: .spec.disabled + name: Disabled + type: boolean + - jsonPath: .spec.supportedModelFormats[*].name + name: ModelType + type: string + - jsonPath: .spec.containers[*].name + name: Containers + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + builtInAdapter: + properties: + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + memBufferBytes: + type: integer + modelLoadingTimeoutMillis: + type: integer + runtimeManagementPort: + type: integer + serverType: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + disabled: + type: boolean + grpcDataEndpoint: + type: string + grpcEndpoint: + type: string + httpDataEndpoint: + type: string + imagePullSecrets: + items: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + multiModel: + type: boolean + nodeSelector: + additionalProperties: + type: string + type: object + protocolVersions: + items: + type: string + type: array + replicas: + type: integer + storageHelper: + properties: + disabled: + type: boolean + type: object + supportedModelFormats: + items: + properties: + autoSelect: + type: boolean + name: + type: string + priority: + format: int32 + minimum: 1 + type: integer + version: + type: string + required: + - name + type: object + type: array + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + wwids: + items: + type: string + type: array + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + required: + - containers + type: object + status: + type: object + type: object + served: true + storage: true + subresources: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.12.0 + name: clusterstoragecontainers.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterStorageContainer + listKind: ClusterStorageContainerList + plural: clusterstoragecontainers + singular: clusterstoragecontainer + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + disabled: + type: boolean + kind: + type: string + metadata: + type: object + spec: + properties: + container: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + supportedUriFormats: + items: + properties: + prefix: + type: string + regex: + type: string + type: object + type: array + required: + - container + - supportedUriFormats + type: object + type: object + served: true + storage: true +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.12.0 + name: inferencegraphs.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: InferenceGraph + listKind: InferenceGraphList + plural: inferencegraphs + shortNames: + - ig + singular: inferencegraph + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodes: + additionalProperties: + properties: + routerType: + enum: + - Sequence + - Splitter + - Ensemble + - Switch + type: string + steps: + items: + properties: + condition: + type: string + data: + type: string + dependency: + enum: + - Soft + - Hard + type: string + name: + type: string + nodeName: + type: string + serviceName: + type: string + serviceUrl: + type: string + weight: + format: int64 + type: integer + type: object + type: array + required: + - routerType + type: object + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + timeout: + format: int64 + type: integer + required: + - nodes + type: object + status: + properties: + annotations: + additionalProperties: + type: string + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + controller-gen.kubebuilder.io/version: v0.12.0 + name: inferenceservices.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: InferenceService + listKind: InferenceServiceList + plural: inferenceservices + shortNames: + - isvc + singular: inferenceservice + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .status.components.predictor.traffic[?(@.tag=='prev')].percent + name: Prev + type: integer + - jsonPath: .status.components.predictor.traffic[?(@.latestRevision==true)].percent + name: Latest + type: integer + - jsonPath: .status.components.predictor.traffic[?(@.tag=='prev')].revisionName + name: PrevRolledoutRevision + type: string + - jsonPath: .status.components.predictor.traffic[?(@.latestRevision==true)].revisionName + name: LatestReadyRevision + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1beta1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + explainer: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + art: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + config: + additionalProperties: + type: string + type: object + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + type: + type: string + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + deploymentStrategy: + properties: + rollingUpdate: + properties: + maxSurge: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + maxUnavailable: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + type: + type: string + type: object + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + searches: + items: + type: string + type: array + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + ip: + type: string + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + logger: + properties: + metadataHeaders: + items: + type: string + type: array + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + wwids: + items: + type: string + type: array + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + type: object + predictor: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + deploymentStrategy: + properties: + rollingUpdate: + properties: + maxSurge: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + maxUnavailable: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + type: + type: string + type: object + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + searches: + items: + type: string + type: array + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + ip: + type: string + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + huggingface: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + imagePullSecrets: + items: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + lightgbm: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + logger: + properties: + metadataHeaders: + items: + type: string + type: array + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + model: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + modelFormat: + properties: + name: + type: string + version: + type: string + required: + - name + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtime: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + onnx: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + paddle: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + pmml: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + pytorch: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + sklearn: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + subdomain: + type: string + tensorflow: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + triton: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + wwids: + items: + type: string + type: array + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + xgboost: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + type: object + transformer: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + deploymentStrategy: + properties: + rollingUpdate: + properties: + maxSurge: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + maxUnavailable: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + type: + type: string + type: object + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + searches: + items: + type: string + type: array + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + ip: + type: string + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + logger: + properties: + metadataHeaders: + items: + type: string + type: array + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + wwids: + items: + type: string + type: array + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + type: object + required: + - predictor + type: object + status: + properties: + address: + properties: + CACerts: + type: string + audience: + type: string + name: + type: string + url: + type: string + type: object + annotations: + additionalProperties: + type: string + type: object + components: + additionalProperties: + properties: + address: + properties: + CACerts: + type: string + audience: + type: string + name: + type: string + url: + type: string + type: object + grpcUrl: + type: string + latestCreatedRevision: + type: string + latestReadyRevision: + type: string + latestRolledoutRevision: + type: string + previousRolledoutRevision: + type: string + restUrl: + type: string + traffic: + items: + properties: + configurationName: + type: string + latestRevision: + type: boolean + percent: + format: int64 + type: integer + revisionName: + type: string + tag: + type: string + url: + type: string + type: object + type: array + url: + type: string + type: object + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + modelStatus: + properties: + copies: + properties: + failedCopies: + default: 0 + type: integer + totalCopies: + type: integer + required: + - failedCopies + type: object + lastFailureInfo: + properties: + exitCode: + format: int32 + type: integer + location: + type: string + message: + type: string + modelRevisionName: + type: string + reason: + enum: + - ModelLoadFailed + - RuntimeUnhealthy + - RuntimeDisabled + - NoSupportingRuntime + - RuntimeNotRecognized + - InvalidPredictorSpec + type: string + time: + format: date-time + type: string + type: object + states: + properties: + activeModelState: + default: Pending + enum: + - "" + - Pending + - Standby + - Loading + - Loaded + - FailedToLoad + type: string + targetModelState: + default: "" + enum: + - "" + - Pending + - Standby + - Loading + - Loaded + - FailedToLoad + type: string + required: + - activeModelState + type: object + transitionStatus: + default: UpToDate + enum: + - "" + - UpToDate + - InProgress + - BlockedByFailedLoad + - InvalidSpec + type: string + required: + - transitionStatus + type: object + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + x-kubernetes-preserve-unknown-fields: true + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.12.0 + name: servingruntimes.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ServingRuntime + listKind: ServingRuntimeList + plural: servingruntimes + singular: servingruntime + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .spec.disabled + name: Disabled + type: boolean + - jsonPath: .spec.supportedModelFormats[*].name + name: ModelType + type: string + - jsonPath: .spec.containers[*].name + name: Containers + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + builtInAdapter: + properties: + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + memBufferBytes: + type: integer + modelLoadingTimeoutMillis: + type: integer + runtimeManagementPort: + type: integer + serverType: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + disabled: + type: boolean + grpcDataEndpoint: + type: string + grpcEndpoint: + type: string + httpDataEndpoint: + type: string + imagePullSecrets: + items: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + multiModel: + type: boolean + nodeSelector: + additionalProperties: + type: string + type: object + protocolVersions: + items: + type: string + type: array + replicas: + type: integer + storageHelper: + properties: + disabled: + type: boolean + type: object + supportedModelFormats: + items: + properties: + autoSelect: + type: boolean + name: + type: string + priority: + format: int32 + minimum: 1 + type: integer + version: + type: string + required: + - name + type: object + type: array + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + wwids: + items: + type: string + type: array + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + required: + - containers + type: object + status: + type: object + type: object + served: true + storage: true + subresources: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.12.0 + name: trainedmodels.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: TrainedModel + listKind: TrainedModelList + plural: trainedmodels + shortNames: + - tm + singular: trainedmodel + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + inferenceService: + type: string + model: + properties: + framework: + type: string + memory: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + storageUri: + type: string + required: + - framework + - memory + - storageUri + type: object + required: + - inferenceService + - model + type: object + status: + properties: + address: + properties: + CACerts: + type: string + audience: + type: string + name: + type: string + url: + type: string + type: object + annotations: + additionalProperties: + type: string + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: v1 +kind: ServiceAccount +metadata: + labels: + app.kubernetes.io/instance: kserve-controller-manager + app.kubernetes.io/managed-by: kserve-controller-manager + app.kubernetes.io/name: kserve-controller-manager + name: kserve-controller-manager + namespace: kserve +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: Role +metadata: + name: kserve-leader-election-role + namespace: kserve +rules: +- apiGroups: + - coordination.k8s.io + resources: + - leases + verbs: + - create + - get + - list + - update +- apiGroups: + - "" + resources: + - configmaps + verbs: + - get + - list + - watch + - create + - update + - patch + - delete +- apiGroups: + - "" + resources: + - configmaps/status + verbs: + - get + - update + - patch +- apiGroups: + - "" + resources: + - events + verbs: + - create +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + name: kserve-manager-role +rules: +- apiGroups: + - admissionregistration.k8s.io + resources: + - mutatingwebhookconfigurations + - validatingwebhookconfigurations + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - apps + resources: + - deployments + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - autoscaling + resources: + - horizontalpodautoscalers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - "" + resources: + - configmaps + verbs: + - create + - get + - update +- apiGroups: + - "" + resources: + - events + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - "" + resources: + - namespaces + verbs: + - get + - list + - watch +- apiGroups: + - "" + resources: + - pods + verbs: + - get + - list + - watch +- apiGroups: + - "" + resources: + - secrets + verbs: + - create + - delete + - get + - patch + - update +- apiGroups: + - "" + resources: + - serviceaccounts + verbs: + - get +- apiGroups: + - "" + resources: + - services + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - networking.istio.io + resources: + - virtualservices + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - networking.istio.io + resources: + - virtualservices/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - networking.istio.io + resources: + - virtualservices/status + verbs: + - get + - patch + - update +- apiGroups: + - networking.k8s.io + resources: + - ingresses + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.knative.dev + resources: + - services + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.knative.dev + resources: + - services/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.knative.dev + resources: + - services/status + verbs: + - get + - patch + - update +- apiGroups: + - serving.kserve.io + resources: + - clusterservingruntimes + - clusterservingruntimes/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.kserve.io + resources: + - clusterservingruntimes/status + verbs: + - get + - patch + - update +- apiGroups: + - serving.kserve.io + resources: + - clusterstoragecontainers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.kserve.io + resources: + - inferencegraphs + - inferencegraphs/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.kserve.io + resources: + - inferencegraphs/status + verbs: + - get + - patch + - update +- apiGroups: + - serving.kserve.io + resources: + - inferenceservices + - inferenceservices/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.kserve.io + resources: + - inferenceservices/status + verbs: + - get + - patch + - update +- apiGroups: + - serving.kserve.io + resources: + - servingruntimes + - servingruntimes/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.kserve.io + resources: + - servingruntimes/status + verbs: + - get + - patch + - update +- apiGroups: + - serving.kserve.io + resources: + - trainedmodels + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.kserve.io + resources: + - trainedmodels/status + verbs: + - get + - patch + - update +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + name: kserve-proxy-role +rules: +- apiGroups: + - authentication.k8s.io + resources: + - tokenreviews + verbs: + - create +- apiGroups: + - authorization.k8s.io + resources: + - subjectaccessreviews + verbs: + - create +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: RoleBinding +metadata: + name: kserve-leader-election-rolebinding + namespace: kserve +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: Role + name: kserve-leader-election-role +subjects: +- kind: ServiceAccount + name: kserve-controller-manager + namespace: kserve +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + name: kserve-manager-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-manager-role +subjects: +- kind: ServiceAccount + name: kserve-controller-manager + namespace: kserve +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + name: kserve-proxy-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-proxy-role +subjects: +- kind: ServiceAccount + name: kserve-controller-manager + namespace: kserve +--- +apiVersion: v1 +data: + _example: "################################\n# #\n# + \ EXAMPLE CONFIGURATION #\n# #\n################################\n\n# + This block is not actually functional configuration,\n# but serves to illustrate + the available configuration\n# options and document them in a way that is accessible\n# + to users that `kubectl edit` this config map.\n#\n# These sample configuration + options may be copied out of\n# this example block and unindented to be in the + data block\n# to actually change the configuration.\n\n# ====================================== + EXPLAINERS CONFIGURATION ======================================\n# Example\nexplainers: + |-\n {\n \"art\": {\n \"image\" : \"kserve/art-explainer\",\n \"defaultImageVersion\": + \"latest\"\n }\n }\n# Art Explainer runtime configuration\n explainers: + |-\n {\n # Art explainer runtime configuration\n \"art\": {\n # + image contains the default Art explainer serving runtime image uri.\n \"image\" + : \"kserve/art-explainer\",\n \n # defautltImageVersion contains the + Art explainer serving runtime default image version.\n \"defaultImageVersion\": + \"latest\"\n }\n }\n \n # ====================================== STORAGE + INITIALIZER CONFIGURATION ======================================\n # Example\n + storageInitializer: |-\n {\n \"image\" : \"kserve/storage-initializer:v0.14.0-rc0\",\n + \ \"memoryRequest\": \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": + \"100m\",\n \"cpuLimit\": \"1\",\n \"caBundleConfigMapName\": \"\",\n + \ \"caBundleVolumeMountPath\": \"/etc/ssl/custom-certs\",\n \"enableDirectPvcVolumeMount\": + false,\n \"enableModelcar\": false,\n \"cpuModelcar\": \"10m\",\n + \ \"memoryModelcar\": \"15Mi\"\n }\n storageInitializer: |-\n {\n # + image contains the default storage initializer image uri.\n \"image\" : + \"kserve/storage-initializer:v0.14.0-rc0\",\n \n # memoryRequest is the + requests.memory to set for the storage initializer init container.\n \"memoryRequest\": + \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the storage + initializer init container.\n \"memoryLimit\": \"1Gi\",\n \n # + cpuRequest is the requests.cpu to set for the storage initializer init container.\n + \ \"cpuRequest\": \"100m\",\n \n # cpuLimit is the limits.cpu + to set for the storage initializer init container.\n \"cpuLimit\": \"1\",\n + \ \n # caBundleConfigMapName is the ConfigMap will be copied to a user + namespace for the storage initializer init container.\n \"caBundleConfigMapName\": + \"\",\n\n # caBundleVolumeMountPath is the mount point for the configmap + set by caBundleConfigMapName for the storage initializer init container.\n \"caBundleVolumeMountPath\": + \"/etc/ssl/custom-certs\",\n\n # enableDirectPvcVolumeMount controls whether + users can mount pvc volumes directly.\n # if pvc volume is provided in storageuri + then the pvc volume is directly mounted to /mnt/models in the user container.\n + \ # rather than symlink it to a shared volume. For more info see https://github.com/kserve/kserve/issues/2737\n + \ \"enableDirectPvcVolumeMount\": true,\n\n # enableModelcar enabled + allows you to directly access an OCI container image by\n # using a source + URL with an \"oci://\" schema.\n \"enableModelcar\": false,\n\n # + cpuModelcar is the cpu request and limit that is used for the passive modelcar + container. It can be\n # set very low, but should be allowed by any Kubernetes + LimitRange that might apply.\n \"cpuModelcar\": \"10m\",\n\n # cpuModelcar + is the memory request and limit that is used for the passive modelcar container. + It can be\n # set very low, but should be allowed by any Kubernetes LimitRange + that might apply.\n \"memoryModelcar\": \"15Mi\",\n\n # uidModelcar + is the UID under with which the modelcar process and the main container is running.\n + \ # Some Kubernetes clusters might require this to be root (0). If not set + the user id is left untouched (default)\n \"uidModelcar\": 10\n }\n \n + # ====================================== CREDENTIALS ======================================\n + # Example\n credentials: |-\n {\n \"storageSpecSecretName\": \"storage-config\",\n + \ \"storageSecretNameAnnotation\": \"serving.kserve.io/storageSecretName\",\n + \ \"gcs\": {\n \"gcsCredentialFileName\": \"gcloud-application-credentials.json\"\n + \ },\n \"s3\": {\n \"s3AccessKeyIDName\": \"AWS_ACCESS_KEY_ID\",\n + \ \"s3SecretAccessKeyName\": \"AWS_SECRET_ACCESS_KEY\",\n \"s3Endpoint\": + \"\",\n \"s3UseHttps\": \"\",\n \"s3Region\": \"\",\n \"s3VerifySSL\": + \"\",\n \"s3UseVirtualBucket\": \"\",\n \"s3UseAccelerate\": + \"\",\n \"s3UseAnonymousCredential\": \"\",\n \"s3CABundle\": + \"\"\n }\n }\n # This is a global configuration used for downloading models + from the cloud storage.\n # You can override this configuration by specifying + the annotations on service account or static secret.\n # https://kserve.github.io/website/master/modelserving/storage/s3/s3/\n + # For a quick reference about AWS ENV variables:\n # AWS Cli: https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-envvars.html\n + # Boto: https://boto3.amazonaws.com/v1/documentation/api/latest/guide/configuration.html#using-environment-variables\n + #\n # The `s3AccessKeyIDName` and `s3SecretAccessKeyName` fields are only used + from this configmap when static credentials (IAM User Access Key Secret)\n # are + used as the authentication method for AWS S3.\n # The rest of the fields are used + in both authentication methods (IAM Role for Service Account & IAM User Access + Key Secret) if a non-empty value is provided.\n credentials: |-\n {\n # + storageSpecSecretName contains the secret name which has the credentials for downloading + the model.\n # This option is used when specifying the storage spec on isvc + yaml.\n \"storageSpecSecretName\": \"storage-config\",\n\n # The annotation + can be specified on isvc yaml to allow overriding with the secret name reference + from the annotation value.\n # When using storageUri the order of the precedence + is: secret name reference annotation > secret name references from service account\n + \ # When using storageSpec the order of the precedence is: secret name reference + annotation > storageSpecSecretName in configmap\n\n # Configuration for google + cloud storage\n \"gcs\": {\n # gcsCredentialFileName specifies the + filename of the gcs credential\n \"gcsCredentialFileName\": \"gcloud-application-credentials.json\"\n + \ },\n \n # Configuration for aws s3 storage. This add the corresponding + environmental variables to the storage initializer init container.\n # For + more info on s3 storage see https://kserve.github.io/website/master/modelserving/storage/s3/s3/\n + \ \"s3\": {\n # s3AccessKeyIDName specifies the s3 access key id + name\n \"s3AccessKeyIDName\": \"AWS_ACCESS_KEY_ID\",\n \n # + s3SecretAccessKeyName specifies the s3 secret access key name\n \"s3SecretAccessKeyName\": + \"AWS_SECRET_ACCESS_KEY\",\n \n # s3Endpoint specifies the s3 + endpoint\n \"s3Endpoint\": \"\",\n \n # s3UseHttps + controls whether to use secure https or unsecure http to download models.\n # + Allowed values are 0 and 1.\n \"s3UseHttps\": \"\",\n \n # + s3Region specifies the region of the bucket.\n \"s3Region\": \"\",\n + \ \n # s3VerifySSL controls whether to verify the tls/ssl certificate.\n + \ \"s3VerifySSL\": \"\",\n \n # s3UseVirtualBucket configures + whether it is a virtual bucket or not.\n \"s3UseVirtualBucket\": \"\",\n\n + \ # s3UseAccelerate configures whether to use transfer acceleration.\n + \ \"s3UseAccelerate\": \"\",\n \n # s3UseAnonymousCredential + configures whether to use anonymous credentials to download the model or not.\n + \ \"s3UseAnonymousCredential\": \"\",\n \n # s3CABundle + specifies the path to a certificate bundle to use for HTTPS certificate validation.\n + \ \"s3CABundle\": \"\"\n }\n }\n \n # ====================================== + INGRESS CONFIGURATION ======================================\n # Example\n ingress: + |-\n {\n \"ingressGateway\" : \"knative-serving/knative-ingress-gateway\",\n + \ \"localGateway\" : \"knative-serving/knative-local-gateway\",\n \"localGatewayService\" + : \"knative-local-gateway.istio-system.svc.cluster.local\",\n \"ingressDomain\" + \ : \"example.com\",\n \"additionalIngressDomains\": [\"additional-example.com\", + \"additional-example-1.com\"],\n \"ingressClassName\" : \"istio\",\n \"domainTemplate\": + \"{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}\",\n \"urlScheme\": + \"http\",\n \"disableIstioVirtualHost\": false,\n \"disableIngressCreation\": + false\n }\n ingress: |-\n {\n # ingressGateway specifies the ingress + gateway to serve external traffic.\n # The gateway should be specified in + format /\n # NOTE: This configuration only + applicable for serverless deployment with Istio configured as network layer.\n + \ \"ingressGateway\" : \"knative-serving/knative-ingress-gateway\",\n \n + \ # knativeLocalGatewayService specifies the hostname of the Knative's local + gateway service.\n # The default KServe configurations are re-using the + Istio local gateways for Knative. In this case, this\n # knativeLocalGatewayService + field can be left unset. When unset, the value of \"localGatewayService\" will + be used.\n # However, sometimes it may be better to have local gateways + specifically for KServe (e.g. when enabling strict mTLS in Istio).\n # Under + such setups where KServe is needed to have its own local gateways, the values + of the \"localGateway\" and\n # \"localGatewayService\" should point to + the KServe local gateways. Then, this knativeLocalGatewayService field\n # + should point to the Knative's local gateway service.\n # NOTE: This configuration + only applicable for serverless deployment with Istio configured as network layer.\n + \ \"knativeLocalGatewayService\": \"\",\n \n # localGateway specifies + the gateway which handles the network traffic within the cluster.\n # NOTE: + This configuration only applicable for serverless deployment with Istio configured + as network layer.\n \"localGateway\" : \"knative-serving/knative-local-gateway\",\n + \n # localGatewayService specifies the hostname of the local gateway service.\n + \ # NOTE: This configuration only applicable for serverless deployment with + Istio configured as network layer.\n \"localGatewayService\" : \"knative-local-gateway.istio-system.svc.cluster.local\",\n + \n # ingressDomain specifies the domain name which is used for creating + the url.\n # If ingressDomain is empty then example.com is used as default + domain.\n # NOTE: This configuration only applicable for raw deployment.\n + \ \"ingressDomain\" : \"example.com\",\n\n # additionalIngressDomains + specifies the additional domain names which are used for creating the url.\n \"additionalIngressDomains\": + [\"additional-example.com\", \"additional-example-1.com\"]\n\n # ingressClassName + specifies the ingress controller to use for ingress traffic.\n # This is + optional and if omitted the default ingress in the cluster is used.\n # + https://kubernetes.io/docs/concepts/services-networking/ingress/#default-ingress-class\n + \ # NOTE: This configuration only applicable for raw deployment.\n \"ingressClassName\" + : \"istio\",\n \n # domainTemplate specifies the template for generating + domain/url for each inference service by combining variable from:\n # Name + of the inference service ( {{ .Name}} )\n # Namespace of the inference + service ( {{ .Namespace }} )\n # Annotation of the inference service ( {{ + .Annotations.key }} )\n # Label of the inference service ( {{ .Labels.key + }} )\n # IngressDomain ( {{ .IngressDomain }} )\n # If domain template + is empty the default template {{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }} + is used.\n # NOTE: This configuration only applicable for raw deployment.\n + \ \"domainTemplate\": \"{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}\",\n + \n # urlScheme specifies the url scheme to use for inference service and + inference graph.\n # If urlScheme is empty then by default http is used.\n + \ \"urlScheme\": \"http\",\n \n # disableIstioVirtualHost controls + whether to use istio as network layer.\n # By default istio is used as the + network layer. When DisableIstioVirtualHost is true, KServe does not\n # + create the top level virtual service thus Istio is no longer required for serverless + mode.\n # By setting this field to true, user can use other networking layers + supported by knative.\n # For more info https://github.com/kserve/kserve/pull/2380, + https://kserve.github.io/website/master/admin/serverless/kourier_networking/.\n + \ # NOTE: This configuration is only applicable to serverless deployment.\n + \ \"disableIstioVirtualHost\": false,\n\n # disableIngressCreation + controls whether to disable ingress creation for raw deployment mode.\n \"disableIngressCreation\": + false,\n \n # pathTemplate specifies the template for generating path based + url for each inference service.\n # The following variables can be used + in the template for generating url.\n # Name of the inference service ( + {{ .Name}} )\n # Namespace of the inference service ( {{ .Namespace }} )\n + \ # For more info https://github.com/kserve/kserve/issues/2257.\n # + NOTE: This configuration only applicable to serverless deployment.\n \"pathTemplate\": + \"/serving/{{ .Namespace }}/{{ .Name }}\"\n }\n \n # ====================================== + LOGGER CONFIGURATION ======================================\n # Example\n logger: + |-\n {\n \"image\" : \"kserve/agent:v0.14.0-rc0\",\n \"memoryRequest\": + \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n + \ \"cpuLimit\": \"1\",\n \"defaultUrl\": \"http://default-broker\"\n + \ }\n logger: |-\n {\n # image contains the default logger image uri.\n + \ \"image\" : \"kserve/agent:v0.14.0-rc0\",\n \n # memoryRequest is the + requests.memory to set for the logger container.\n \"memoryRequest\": \"100Mi\",\n + \ \n # memoryLimit is the limits.memory to set for the logger container.\n + \ \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu + to set for the logger container.\n \"cpuRequest\": \"100m\",\n \n + \ # cpuLimit is the limits.cpu to set for the logger container.\n \"cpuLimit\": + \"1\",\n \n # defaultUrl specifies the default logger url. If logger + is not specified in the resource this url is used.\n \"defaultUrl\": \"http://default-broker\"\n + \ }\n \n # ====================================== BATCHER CONFIGURATION ======================================\n + # Example\n batcher: |-\n {\n \"image\" : \"kserve/agent:v0.14.0-rc0\",\n \"memoryRequest\": + \"1Gi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"1\",\n \"cpuLimit\": + \"1\",\n \"maxBatchSize\": \"32\",\n \"maxLatency\": \"5000\"\n }\n + batcher: |-\n {\n # image contains the default batcher image uri.\n \"image\" + : \"kserve/agent:v0.14.0-rc0\",\n \n # memoryRequest is the requests.memory + to set for the batcher container.\n \"memoryRequest\": \"1Gi\",\n \n # + memoryLimit is the limits.memory to set for the batcher container.\n \"memoryLimit\": + \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the batcher + container.\n \"cpuRequest\": \"1\",\n \n # cpuLimit is the limits.cpu + to set for the batcher container.\n \"cpuLimit\": \"1\"\n\n # maxBatchSize + is the default maximum batch size for batcher.\n \"maxBatchSize\": \"32\",\n\n + \ # maxLatency is the default maximum latency in milliseconds for batcher + to wait and collect the batch.\n \"maxLatency\": \"5000\"\n }\n \n # ====================================== + AGENT CONFIGURATION ======================================\n # Example\n agent: + |-\n {\n \"image\" : \"kserve/agent:v0.14.0-rc0\",\n \"memoryRequest\": + \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n + \ \"cpuLimit\": \"1\"\n }\n agent: |-\n {\n # image contains the + default agent image uri.\n \"image\" : \"kserve/agent:v0.14.0-rc0\",\n \n # + memoryRequest is the requests.memory to set for the agent container.\n \"memoryRequest\": + \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the agent + container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is + the requests.cpu to set for the agent container.\n \"cpuRequest\": \"100m\",\n + \ \n # cpuLimit is the limits.cpu to set for the agent container.\n + \ \"cpuLimit\": \"1\"\n }\n \n # ====================================== + ROUTER CONFIGURATION ======================================\n # Example\n router: + |-\n {\n \"image\" : \"kserve/router:v0.14.0-rc0\",\n \"memoryRequest\": + \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n + \ \"cpuLimit\": \"1\",\n \"headers\": {\n \"propagate\": []\n + \ }\n }\n # router is the implementation of inference graph.\n router: + |-\n {\n # image contains the default router image uri.\n \"image\" + : \"kserve/router:v0.14.0-rc0\",\n \n # memoryRequest is the requests.memory + to set for the router container.\n \"memoryRequest\": \"100Mi\",\n \n + \ # memoryLimit is the limits.memory to set for the router container.\n \"memoryLimit\": + \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the router + container.\n \"cpuRequest\": \"100m\",\n \n # cpuLimit is the + limits.cpu to set for the router container.\n \"cpuLimit\": \"1\",\n \n + \ # Propagate the specified headers to all the steps specified in an InferenceGraph. + \n # You can either specify the exact header names or use [Golang supported + regex patterns]\n # (https://pkg.go.dev/regexp/syntax@go1.21.3#hdr-Syntax) + to propagate multiple headers.\n \"headers\": {\n \"propagate\": + [\n \"Authorization\",\n \"Test-Header-*\",\n \"*Trace-Id*\"\n + \ ]\n }\n }\n \n # ====================================== DEPLOYMENT + CONFIGURATION ======================================\n # Example\n deploy: |-\n + \ {\n \"defaultDeploymentMode\": \"Serverless\"\n }\n deploy: |-\n {\n + \ # defaultDeploymentMode specifies the default deployment mode of the kserve. + The supported values are\n # Serverless, RawDeployment and ModelMesh. Users + can override the deployment mode at service level\n # by adding the annotation + serving.kserve.io/deploymentMode.For more info on deployment mode visit\n # + Serverless https://kserve.github.io/website/master/admin/serverless/serverless/\n + \ # RawDeployment https://kserve.github.io/website/master/admin/kubernetes_deployment/\n + \ # ModelMesh https://kserve.github.io/website/master/admin/modelmesh/\n \"defaultDeploymentMode\": + \"Serverless\"\n }\n \n # ====================================== METRICS CONFIGURATION + ======================================\n # Example\n metricsAggregator: |-\n {\n + \ \"enableMetricAggregation\": \"false\",\n \"enablePrometheusScraping\" + : \"false\"\n }\n # For more info see https://github.com/kserve/kserve/blob/master/qpext/README.md\n + metricsAggregator: |-\n {\n # enableMetricAggregation configures metric + aggregation annotation. This adds the annotation serving.kserve.io/enable-metric-aggregation + to every\n # service with the specified boolean value. If true enables metric + aggregation in queue-proxy by setting env vars in the queue proxy container\n + \ # to configure scraping ports.\n \"enableMetricAggregation\": \"false\",\n + \ \n # enablePrometheusScraping configures metric aggregation annotation. + This adds the annotation serving.kserve.io/enable-metric-aggregation to every\n + \ # service with the specified boolean value. If true, prometheus annotations + are added to the pod. If serving.kserve.io/enable-metric-aggregation is false,\n + \ # the prometheus port is set with the default prometheus scraping port 9090, + otherwise the prometheus port annotation is set with the metric aggregation port.\n + \ \"enablePrometheusScraping\" : \"false\"\n }" + agent: |- + { + "image" : "kserve/agent:v0.14.0-rc0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } + batcher: |- + { + "image" : "kserve/agent:v0.14.0-rc0", + "memoryRequest": "1Gi", + "memoryLimit": "1Gi", + "cpuRequest": "1", + "cpuLimit": "1", + "maxBatchSize": "32", + "maxLatency": "5000" + } + credentials: |- + { + "storageSpecSecretName": "storage-config", + "storageSecretNameAnnotation": "serving.kserve.io/storageSecretName", + "gcs": { + "gcsCredentialFileName": "gcloud-application-credentials.json" + }, + "s3": { + "s3AccessKeyIDName": "AWS_ACCESS_KEY_ID", + "s3SecretAccessKeyName": "AWS_SECRET_ACCESS_KEY", + "s3Endpoint": "", + "s3UseHttps": "", + "s3Region": "", + "s3VerifySSL": "", + "s3UseVirtualBucket": "", + "s3UseAccelerate": "", + "s3UseAnonymousCredential": "", + "s3CABundle": "" + } + } + deploy: |- + { + "defaultDeploymentMode": "Serverless" + } + explainers: |- + { + "art": { + "image" : "kserve/art-explainer", + "defaultImageVersion": "latest" + } + } + ingress: |- + { + "ingressGateway" : "knative-serving/knative-ingress-gateway", + "localGateway" : "knative-serving/knative-local-gateway", + "localGatewayService" : "knative-local-gateway.istio-system.svc.cluster.local", + "ingressDomain" : "example.com", + "ingressClassName" : "istio", + "domainTemplate": "{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}", + "urlScheme": "http", + "disableIstioVirtualHost": false, + "disableIngressCreation": false + } + logger: |- + { + "image" : "kserve/agent:v0.14.0-rc0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1", + "defaultUrl": "http://default-broker" + } + metricsAggregator: |- + { + "enableMetricAggregation": "false", + "enablePrometheusScraping" : "false" + } + router: |- + { + "image" : "kserve/router:v0.14.0-rc0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } + storageInitializer: |- + { + "image" : "kserve/storage-initializer:v0.14.0-rc0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1", + "caBundleConfigMapName": "", + "caBundleVolumeMountPath": "/etc/ssl/custom-certs", + "enableDirectPvcVolumeMount": true, + "enableModelcar": false, + "cpuModelcar": "10m", + "memoryModelcar": "15Mi" + } +kind: ConfigMap +metadata: + name: inferenceservice-config + namespace: kserve +--- +apiVersion: v1 +kind: Secret +metadata: + name: kserve-webhook-server-secret + namespace: kserve +--- +apiVersion: v1 +kind: Service +metadata: + annotations: + prometheus.io/port: "8443" + prometheus.io/scheme: https + prometheus.io/scrape: "true" + labels: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager-metrics-service + namespace: kserve +spec: + ports: + - name: https + port: 8443 + targetPort: https + selector: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" +--- +apiVersion: v1 +kind: Service +metadata: + labels: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager-service + namespace: kserve +spec: + ports: + - port: 8443 + protocol: TCP + targetPort: https + selector: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" +--- +apiVersion: v1 +kind: Service +metadata: + name: kserve-webhook-server-service + namespace: kserve +spec: + ports: + - port: 443 + targetPort: webhook-server + selector: + control-plane: kserve-controller-manager +--- +apiVersion: apps/v1 +kind: Deployment +metadata: + labels: + app.kubernetes.io/name: kserve-controller-manager + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager + namespace: kserve +spec: + selector: + matchLabels: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + template: + metadata: + annotations: + kubectl.kubernetes.io/default-container: manager + labels: + app.kubernetes.io/name: kserve-controller-manager + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + spec: + containers: + - args: + - --metrics-addr=127.0.0.1:8080 + - --leader-elect + command: + - /manager + env: + - name: POD_NAMESPACE + valueFrom: + fieldRef: + fieldPath: metadata.namespace + - name: SECRET_NAME + value: kserve-webhook-server-cert + image: kserve/kserve-controller:v0.14.0-rc0 + imagePullPolicy: Always + livenessProbe: + failureThreshold: 5 + httpGet: + path: /healthz + port: 8081 + initialDelaySeconds: 10 + timeoutSeconds: 5 + name: manager + ports: + - containerPort: 9443 + name: webhook-server + protocol: TCP + readinessProbe: + failureThreshold: 10 + httpGet: + path: /readyz + port: 8081 + initialDelaySeconds: 10 + periodSeconds: 5 + timeoutSeconds: 5 + resources: + limits: + cpu: 100m + memory: 300Mi + requests: + cpu: 100m + memory: 200Mi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true + volumeMounts: + - mountPath: /tmp/k8s-webhook-server/serving-certs + name: cert + readOnly: true + - args: + - --secure-listen-address=0.0.0.0:8443 + - --upstream=http://127.0.0.1:8080/ + - --logtostderr=true + - --v=10 + image: quay.io/brancz/kube-rbac-proxy:v0.18.0 + name: kube-rbac-proxy + ports: + - containerPort: 8443 + name: https + protocol: TCP + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true + securityContext: + runAsNonRoot: true + serviceAccountName: kserve-controller-manager + terminationGracePeriodSeconds: 10 + volumes: + - name: cert + secret: + defaultMode: 420 + secretName: kserve-webhook-server-cert +--- +apiVersion: cert-manager.io/v1 +kind: Certificate +metadata: + name: serving-cert + namespace: kserve +spec: + commonName: kserve-webhook-server-service.kserve.svc + dnsNames: + - kserve-webhook-server-service.kserve.svc + issuerRef: + kind: Issuer + name: selfsigned-issuer + secretName: kserve-webhook-server-cert +--- +apiVersion: cert-manager.io/v1 +kind: Issuer +metadata: + name: selfsigned-issuer + namespace: kserve +spec: + selfSigned: {} +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: MutatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: inferenceservice.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /mutate-serving-kserve-io-v1beta1-inferenceservice + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.defaulter + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1beta1 + operations: + - CREATE + - UPDATE + resources: + - inferenceservices + sideEffects: None +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /mutate-pods + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.pod-mutator + namespaceSelector: + matchExpressions: + - key: control-plane + operator: DoesNotExist + objectSelector: + matchExpressions: + - key: serving.kserve.io/inferenceservice + operator: Exists + reinvocationPolicy: IfNeeded + rules: + - apiGroups: + - "" + apiVersions: + - v1 + operations: + - CREATE + resources: + - pods + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: clusterservingruntime.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /validate-serving-kserve-io-v1alpha1-clusterservingruntime + failurePolicy: Fail + name: clusterservingruntime.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - clusterservingruntimes + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: inferencegraph.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /validate-serving-kserve-io-v1alpha1-inferencegraph + failurePolicy: Fail + name: inferencegraph.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - inferencegraphs + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: inferenceservice.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /validate-serving-kserve-io-v1beta1-inferenceservice + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1beta1 + operations: + - CREATE + - UPDATE + resources: + - inferenceservices + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: servingruntime.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /validate-serving-kserve-io-v1alpha1-servingruntime + failurePolicy: Fail + name: servingruntime.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - servingruntimes + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: trainedmodel.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /validate-serving-kserve-io-v1alpha1-trainedmodel + failurePolicy: Fail + name: trainedmodel.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - trainedmodels + sideEffects: None diff --git a/install/v0.14.0-rc0/kserve_kubeflow.yaml b/install/v0.14.0-rc0/kserve_kubeflow.yaml new file mode 100644 index 00000000000..1c8d45bed71 --- /dev/null +++ b/install/v0.14.0-rc0/kserve_kubeflow.yaml @@ -0,0 +1,21938 @@ +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.12.0 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: clusterservingruntimes.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterServingRuntime + listKind: ClusterServingRuntimeList + plural: clusterservingruntimes + singular: clusterservingruntime + scope: Cluster + versions: + - additionalPrinterColumns: + - jsonPath: .spec.disabled + name: Disabled + type: boolean + - jsonPath: .spec.supportedModelFormats[*].name + name: ModelType + type: string + - jsonPath: .spec.containers[*].name + name: Containers + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + builtInAdapter: + properties: + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + memBufferBytes: + type: integer + modelLoadingTimeoutMillis: + type: integer + runtimeManagementPort: + type: integer + serverType: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + disabled: + type: boolean + grpcDataEndpoint: + type: string + grpcEndpoint: + type: string + httpDataEndpoint: + type: string + imagePullSecrets: + items: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + multiModel: + type: boolean + nodeSelector: + additionalProperties: + type: string + type: object + protocolVersions: + items: + type: string + type: array + replicas: + type: integer + storageHelper: + properties: + disabled: + type: boolean + type: object + supportedModelFormats: + items: + properties: + autoSelect: + type: boolean + name: + type: string + priority: + format: int32 + minimum: 1 + type: integer + version: + type: string + required: + - name + type: object + type: array + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + wwids: + items: + type: string + type: array + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + required: + - containers + type: object + status: + type: object + type: object + served: true + storage: true + subresources: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.12.0 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: clusterstoragecontainers.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterStorageContainer + listKind: ClusterStorageContainerList + plural: clusterstoragecontainers + singular: clusterstoragecontainer + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + disabled: + type: boolean + kind: + type: string + metadata: + type: object + spec: + properties: + container: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + supportedUriFormats: + items: + properties: + prefix: + type: string + regex: + type: string + type: object + type: array + required: + - container + - supportedUriFormats + type: object + type: object + served: true + storage: true +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.12.0 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferencegraphs.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: InferenceGraph + listKind: InferenceGraphList + plural: inferencegraphs + shortNames: + - ig + singular: inferencegraph + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodes: + additionalProperties: + properties: + routerType: + enum: + - Sequence + - Splitter + - Ensemble + - Switch + type: string + steps: + items: + properties: + condition: + type: string + data: + type: string + dependency: + enum: + - Soft + - Hard + type: string + name: + type: string + nodeName: + type: string + serviceName: + type: string + serviceUrl: + type: string + weight: + format: int64 + type: integer + type: object + type: array + required: + - routerType + type: object + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + timeout: + format: int64 + type: integer + required: + - nodes + type: object + status: + properties: + annotations: + additionalProperties: + type: string + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + controller-gen.kubebuilder.io/version: v0.12.0 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferenceservices.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: InferenceService + listKind: InferenceServiceList + plural: inferenceservices + shortNames: + - isvc + singular: inferenceservice + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .status.components.predictor.traffic[?(@.tag=='prev')].percent + name: Prev + type: integer + - jsonPath: .status.components.predictor.traffic[?(@.latestRevision==true)].percent + name: Latest + type: integer + - jsonPath: .status.components.predictor.traffic[?(@.tag=='prev')].revisionName + name: PrevRolledoutRevision + type: string + - jsonPath: .status.components.predictor.traffic[?(@.latestRevision==true)].revisionName + name: LatestReadyRevision + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1beta1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + explainer: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + art: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + config: + additionalProperties: + type: string + type: object + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + type: + type: string + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + deploymentStrategy: + properties: + rollingUpdate: + properties: + maxSurge: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + maxUnavailable: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + type: + type: string + type: object + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + searches: + items: + type: string + type: array + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + ip: + type: string + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + logger: + properties: + metadataHeaders: + items: + type: string + type: array + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + wwids: + items: + type: string + type: array + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + type: object + predictor: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + deploymentStrategy: + properties: + rollingUpdate: + properties: + maxSurge: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + maxUnavailable: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + type: + type: string + type: object + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + searches: + items: + type: string + type: array + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + ip: + type: string + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + huggingface: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + imagePullSecrets: + items: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + lightgbm: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + logger: + properties: + metadataHeaders: + items: + type: string + type: array + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + model: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + modelFormat: + properties: + name: + type: string + version: + type: string + required: + - name + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtime: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + onnx: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + paddle: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + pmml: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + pytorch: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + sklearn: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + subdomain: + type: string + tensorflow: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + triton: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + wwids: + items: + type: string + type: array + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + xgboost: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + type: object + type: object + transformer: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + deploymentStrategy: + properties: + rollingUpdate: + properties: + maxSurge: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + maxUnavailable: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + type: + type: string + type: object + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + searches: + items: + type: string + type: array + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + ip: + type: string + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + logger: + properties: + metadataHeaders: + items: + type: string + type: array + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + wwids: + items: + type: string + type: array + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + type: object + required: + - predictor + type: object + status: + properties: + address: + properties: + CACerts: + type: string + audience: + type: string + name: + type: string + url: + type: string + type: object + annotations: + additionalProperties: + type: string + type: object + components: + additionalProperties: + properties: + address: + properties: + CACerts: + type: string + audience: + type: string + name: + type: string + url: + type: string + type: object + grpcUrl: + type: string + latestCreatedRevision: + type: string + latestReadyRevision: + type: string + latestRolledoutRevision: + type: string + previousRolledoutRevision: + type: string + restUrl: + type: string + traffic: + items: + properties: + configurationName: + type: string + latestRevision: + type: boolean + percent: + format: int64 + type: integer + revisionName: + type: string + tag: + type: string + url: + type: string + type: object + type: array + url: + type: string + type: object + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + modelStatus: + properties: + copies: + properties: + failedCopies: + default: 0 + type: integer + totalCopies: + type: integer + required: + - failedCopies + type: object + lastFailureInfo: + properties: + exitCode: + format: int32 + type: integer + location: + type: string + message: + type: string + modelRevisionName: + type: string + reason: + enum: + - ModelLoadFailed + - RuntimeUnhealthy + - RuntimeDisabled + - NoSupportingRuntime + - RuntimeNotRecognized + - InvalidPredictorSpec + type: string + time: + format: date-time + type: string + type: object + states: + properties: + activeModelState: + default: Pending + enum: + - "" + - Pending + - Standby + - Loading + - Loaded + - FailedToLoad + type: string + targetModelState: + default: "" + enum: + - "" + - Pending + - Standby + - Loading + - Loaded + - FailedToLoad + type: string + required: + - activeModelState + type: object + transitionStatus: + default: UpToDate + enum: + - "" + - UpToDate + - InProgress + - BlockedByFailedLoad + - InvalidSpec + type: string + required: + - transitionStatus + type: object + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + x-kubernetes-preserve-unknown-fields: true + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.12.0 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: servingruntimes.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ServingRuntime + listKind: ServingRuntimeList + plural: servingruntimes + singular: servingruntime + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .spec.disabled + name: Disabled + type: boolean + - jsonPath: .spec.supportedModelFormats[*].name + name: ModelType + type: string + - jsonPath: .spec.containers[*].name + name: Containers + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + type: object + x-kubernetes-map-type: atomic + type: array + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + builtInAdapter: + properties: + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + memBufferBytes: + type: integer + modelLoadingTimeoutMillis: + type: integer + runtimeManagementPort: + type: integer + serverType: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + command: + items: + type: string + type: array + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + envFrom: + items: + properties: + configMapRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + capabilities: + properties: + add: + items: + type: string + type: array + drop: + items: + type: string + type: array + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + workingDir: + type: string + required: + - name + type: object + type: array + disabled: + type: boolean + grpcDataEndpoint: + type: string + grpcEndpoint: + type: string + httpDataEndpoint: + type: string + imagePullSecrets: + items: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + multiModel: + type: boolean + nodeSelector: + additionalProperties: + type: string + type: object + protocolVersions: + items: + type: string + type: array + replicas: + type: integer + storageHelper: + properties: + disabled: + type: boolean + type: object + supportedModelFormats: + items: + properties: + autoSelect: + type: boolean + name: + type: string + priority: + format: int32 + minimum: 1 + type: integer + version: + type: string + required: + - name + type: object + type: array + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + required: + - key + - operator + type: object + type: array + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + wwids: + items: + type: string + type: array + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + name: + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + required: + - containers + type: object + status: + type: object + type: object + served: true + storage: true + subresources: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.12.0 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: trainedmodels.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: TrainedModel + listKind: TrainedModelList + plural: trainedmodels + shortNames: + - tm + singular: trainedmodel + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + inferenceService: + type: string + model: + properties: + framework: + type: string + memory: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + storageUri: + type: string + required: + - framework + - memory + - storageUri + type: object + required: + - inferenceService + - model + type: object + status: + properties: + address: + properties: + CACerts: + type: string + audience: + type: string + name: + type: string + url: + type: string + type: object + annotations: + additionalProperties: + type: string + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: v1 +kind: ServiceAccount +metadata: + labels: + app: kserve + app.kubernetes.io/instance: kserve-controller-manager + app.kubernetes.io/managed-by: kserve-controller-manager + app.kubernetes.io/name: kserve + name: kserve-controller-manager + namespace: kubeflow +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: Role +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-leader-election-role + namespace: kubeflow +rules: + - apiGroups: + - coordination.k8s.io + resources: + - leases + verbs: + - create + - get + - list + - update + - apiGroups: + - "" + resources: + - configmaps + verbs: + - get + - list + - watch + - create + - update + - patch + - delete + - apiGroups: + - "" + resources: + - configmaps/status + verbs: + - get + - update + - patch + - apiGroups: + - "" + resources: + - events + verbs: + - create +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-manager-role +rules: + - apiGroups: + - admissionregistration.k8s.io + resources: + - mutatingwebhookconfigurations + - validatingwebhookconfigurations + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - apps + resources: + - deployments + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - autoscaling + resources: + - horizontalpodautoscalers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - "" + resources: + - configmaps + verbs: + - create + - get + - update + - apiGroups: + - "" + resources: + - events + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - "" + resources: + - namespaces + verbs: + - get + - list + - watch + - apiGroups: + - "" + resources: + - pods + verbs: + - get + - list + - watch + - apiGroups: + - "" + resources: + - secrets + verbs: + - create + - delete + - get + - patch + - update + - apiGroups: + - "" + resources: + - serviceaccounts + verbs: + - get + - apiGroups: + - "" + resources: + - services + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - networking.istio.io + resources: + - virtualservices + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - networking.istio.io + resources: + - virtualservices/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - networking.istio.io + resources: + - virtualservices/status + verbs: + - get + - patch + - update + - apiGroups: + - networking.k8s.io + resources: + - ingresses + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.knative.dev + resources: + - services + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.knative.dev + resources: + - services/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.knative.dev + resources: + - services/status + verbs: + - get + - patch + - update + - apiGroups: + - serving.kserve.io + resources: + - clusterservingruntimes + - clusterservingruntimes/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.kserve.io + resources: + - clusterservingruntimes/status + verbs: + - get + - patch + - update + - apiGroups: + - serving.kserve.io + resources: + - clusterstoragecontainers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.kserve.io + resources: + - inferencegraphs + - inferencegraphs/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.kserve.io + resources: + - inferencegraphs/status + verbs: + - get + - patch + - update + - apiGroups: + - serving.kserve.io + resources: + - inferenceservices + - inferenceservices/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.kserve.io + resources: + - inferenceservices/status + verbs: + - get + - patch + - update + - apiGroups: + - serving.kserve.io + resources: + - servingruntimes + - servingruntimes/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.kserve.io + resources: + - servingruntimes/status + verbs: + - get + - patch + - update + - apiGroups: + - serving.kserve.io + resources: + - trainedmodels + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.kserve.io + resources: + - trainedmodels/status + verbs: + - get + - patch + - update +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-proxy-role +rules: + - apiGroups: + - authentication.k8s.io + resources: + - tokenreviews + verbs: + - create + - apiGroups: + - authorization.k8s.io + resources: + - subjectaccessreviews + verbs: + - create +--- +aggregationRule: + clusterRoleSelectors: + - matchLabels: + rbac.authorization.kubeflow.org/aggregate-to-kubeflow-kserve-admin: "true" +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + rbac.authorization.kubeflow.org/aggregate-to-kubeflow-admin: "true" + name: kubeflow-kserve-admin +rules: [] +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + rbac.authorization.kubeflow.org/aggregate-to-kubeflow-edit: "true" + rbac.authorization.kubeflow.org/aggregate-to-kubeflow-kserve-admin: "true" + name: kubeflow-kserve-edit +rules: + - apiGroups: + - serving.kserve.io + resources: + - inferenceservices + - servingruntimes + verbs: + - get + - list + - watch + - create + - delete + - deletecollection + - patch + - update + - apiGroups: + - serving.knative.dev + resources: + - services + - services/status + - routes + - routes/status + - configurations + - configurations/status + - revisions + - revisions/status + verbs: + - get + - list + - watch + - create + - delete + - deletecollection + - patch + - update +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + rbac.authorization.kubeflow.org/aggregate-to-kubeflow-view: "true" + name: kubeflow-kserve-view +rules: + - apiGroups: + - serving.kserve.io + resources: + - inferenceservices + - servingruntimes + verbs: + - get + - list + - watch + - apiGroups: + - serving.knative.dev + resources: + - services + - services/status + - routes + - routes/status + - configurations + - configurations/status + - revisions + - revisions/status + verbs: + - get + - list +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: RoleBinding +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-leader-election-rolebinding + namespace: kubeflow +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: Role + name: kserve-leader-election-role +subjects: + - kind: ServiceAccount + name: kserve-controller-manager + namespace: kubeflow +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-manager-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-manager-role +subjects: + - kind: ServiceAccount + name: kserve-controller-manager + namespace: kubeflow +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-proxy-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-proxy-role +subjects: + - kind: ServiceAccount + name: kserve-controller-manager + namespace: kubeflow +--- +apiVersion: v1 +data: + _example: "################################\n# #\n# EXAMPLE CONFIGURATION #\n# #\n################################\n\n# This block is not actually functional configuration,\n# but serves to illustrate the available configuration\n# options and document them in a way that is accessible\n# to users that `kubectl edit` this config map.\n#\n# These sample configuration options may be copied out of\n# this example block and unindented to be in the data block\n# to actually change the configuration.\n\n# ====================================== EXPLAINERS CONFIGURATION ======================================\n# Example\nexplainers: |-\n {\n \"art\": {\n \"image\" : \"kserve/art-explainer\",\n \"defaultImageVersion\": \"latest\"\n }\n }\n# Art Explainer runtime configuration\n explainers: |-\n {\n # Art explainer runtime configuration\n \"art\": {\n # image contains the default Art explainer serving runtime image uri.\n \"image\" : \"kserve/art-explainer\",\n \n # defautltImageVersion contains the Art explainer serving runtime default image version.\n \"defaultImageVersion\": \"latest\"\n }\n }\n \n # ====================================== STORAGE INITIALIZER CONFIGURATION ======================================\n # Example\n storageInitializer: |-\n {\n \"image\" : \"kserve/storage-initializer:v0.14.0-rc0\",\n \"memoryRequest\": \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n \"cpuLimit\": \"1\",\n \"caBundleConfigMapName\": \"\",\n \"caBundleVolumeMountPath\": \"/etc/ssl/custom-certs\",\n \"enableDirectPvcVolumeMount\": false,\n \"enableModelcar\": false,\n \"cpuModelcar\": \"10m\",\n \"memoryModelcar\": \"15Mi\"\n }\n storageInitializer: |-\n {\n # image contains the default storage initializer image uri.\n \"image\" : \"kserve/storage-initializer:v0.14.0-rc0\",\n \n # memoryRequest is the requests.memory to set for the storage initializer init container.\n \"memoryRequest\": \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the storage initializer init container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the storage initializer init container.\n \"cpuRequest\": \"100m\",\n \n # cpuLimit is the limits.cpu to set for the storage initializer init container.\n \"cpuLimit\": \"1\",\n \n # caBundleConfigMapName is the ConfigMap will be copied to a user namespace for the storage initializer init container.\n \"caBundleConfigMapName\": \"\",\n\n # caBundleVolumeMountPath is the mount point for the configmap set by caBundleConfigMapName for the storage initializer init container.\n \"caBundleVolumeMountPath\": \"/etc/ssl/custom-certs\",\n\n # enableDirectPvcVolumeMount controls whether users can mount pvc volumes directly.\n # if pvc volume is provided in storageuri then the pvc volume is directly mounted to /mnt/models in the user container.\n # rather than symlink it to a shared volume. For more info see https://github.com/kserve/kserve/issues/2737\n \"enableDirectPvcVolumeMount\": true,\n\n # enableModelcar enabled allows you to directly access an OCI container image by\n # using a source URL with an \"oci://\" schema.\n \"enableModelcar\": false,\n\n # cpuModelcar is the cpu request and limit that is used for the passive modelcar container. It can be\n # set very low, but should be allowed by any Kubernetes LimitRange that might apply.\n \"cpuModelcar\": \"10m\",\n\n # cpuModelcar is the memory request and limit that is used for the passive modelcar container. It can be\n # set very low, but should be allowed by any Kubernetes LimitRange that might apply.\n \"memoryModelcar\": \"15Mi\",\n\n # uidModelcar is the UID under with which the modelcar process and the main container is running.\n # Some Kubernetes clusters might require this to be root (0). If not set the user id is left untouched (default)\n \"uidModelcar\": 10\n }\n \n # ====================================== CREDENTIALS ======================================\n # Example\n credentials: |-\n {\n \"storageSpecSecretName\": \"storage-config\",\n \"storageSecretNameAnnotation\": \"serving.kserve.io/storageSecretName\",\n \"gcs\": {\n \"gcsCredentialFileName\": \"gcloud-application-credentials.json\"\n },\n \"s3\": {\n \"s3AccessKeyIDName\": \"AWS_ACCESS_KEY_ID\",\n \"s3SecretAccessKeyName\": \"AWS_SECRET_ACCESS_KEY\",\n \"s3Endpoint\": \"\",\n \"s3UseHttps\": \"\",\n \"s3Region\": \"\",\n \"s3VerifySSL\": \"\",\n \"s3UseVirtualBucket\": \"\",\n \"s3UseAccelerate\": \"\",\n \"s3UseAnonymousCredential\": \"\",\n \"s3CABundle\": \"\"\n }\n }\n # This is a global configuration used for downloading models from the cloud storage.\n # You can override this configuration by specifying the annotations on service account or static secret.\n # https://kserve.github.io/website/master/modelserving/storage/s3/s3/\n # For a quick reference about AWS ENV variables:\n # AWS Cli: https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-envvars.html\n # Boto: https://boto3.amazonaws.com/v1/documentation/api/latest/guide/configuration.html#using-environment-variables\n #\n # The `s3AccessKeyIDName` and `s3SecretAccessKeyName` fields are only used from this configmap when static credentials (IAM User Access Key Secret)\n # are used as the authentication method for AWS S3.\n # The rest of the fields are used in both authentication methods (IAM Role for Service Account & IAM User Access Key Secret) if a non-empty value is provided.\n credentials: |-\n {\n # storageSpecSecretName contains the secret name which has the credentials for downloading the model.\n # This option is used when specifying the storage spec on isvc yaml.\n \"storageSpecSecretName\": \"storage-config\",\n\n # The annotation can be specified on isvc yaml to allow overriding with the secret name reference from the annotation value.\n # When using storageUri the order of the precedence is: secret name reference annotation > secret name references from service account\n # When using storageSpec the order of the precedence is: secret name reference annotation > storageSpecSecretName in configmap\n\n # Configuration for google cloud storage\n \"gcs\": {\n # gcsCredentialFileName specifies the filename of the gcs credential\n \"gcsCredentialFileName\": \"gcloud-application-credentials.json\"\n },\n \n # Configuration for aws s3 storage. This add the corresponding environmental variables to the storage initializer init container.\n # For more info on s3 storage see https://kserve.github.io/website/master/modelserving/storage/s3/s3/\n \"s3\": {\n # s3AccessKeyIDName specifies the s3 access key id name\n \"s3AccessKeyIDName\": \"AWS_ACCESS_KEY_ID\",\n \n # s3SecretAccessKeyName specifies the s3 secret access key name\n \"s3SecretAccessKeyName\": \"AWS_SECRET_ACCESS_KEY\",\n \n # s3Endpoint specifies the s3 endpoint\n \"s3Endpoint\": \"\",\n \n # s3UseHttps controls whether to use secure https or unsecure http to download models.\n # Allowed values are 0 and 1.\n \"s3UseHttps\": \"\",\n \n # s3Region specifies the region of the bucket.\n \"s3Region\": \"\",\n \n # s3VerifySSL controls whether to verify the tls/ssl certificate.\n \"s3VerifySSL\": \"\",\n \n # s3UseVirtualBucket configures whether it is a virtual bucket or not.\n \"s3UseVirtualBucket\": \"\",\n\n # s3UseAccelerate configures whether to use transfer acceleration.\n \"s3UseAccelerate\": \"\",\n \n # s3UseAnonymousCredential configures whether to use anonymous credentials to download the model or not.\n \"s3UseAnonymousCredential\": \"\",\n \n # s3CABundle specifies the path to a certificate bundle to use for HTTPS certificate validation.\n \"s3CABundle\": \"\"\n }\n }\n \n # ====================================== INGRESS CONFIGURATION ======================================\n # Example\n ingress: |-\n {\n \"ingressGateway\" : \"knative-serving/knative-ingress-gateway\",\n \"localGateway\" : \"knative-serving/knative-local-gateway\",\n \"localGatewayService\" : \"knative-local-gateway.istio-system.svc.cluster.local\",\n \"ingressDomain\" : \"example.com\",\n \"additionalIngressDomains\": [\"additional-example.com\", \"additional-example-1.com\"],\n \"ingressClassName\" : \"istio\",\n \"domainTemplate\": \"{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}\",\n \"urlScheme\": \"http\",\n \"disableIstioVirtualHost\": false,\n \"disableIngressCreation\": false\n }\n ingress: |-\n {\n # ingressGateway specifies the ingress gateway to serve external traffic.\n # The gateway should be specified in format /\n # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer.\n \"ingressGateway\" : \"knative-serving/knative-ingress-gateway\",\n \n # knativeLocalGatewayService specifies the hostname of the Knative's local gateway service.\n # The default KServe configurations are re-using the Istio local gateways for Knative. In this case, this\n # knativeLocalGatewayService field can be left unset. When unset, the value of \"localGatewayService\" will be used.\n # However, sometimes it may be better to have local gateways specifically for KServe (e.g. when enabling strict mTLS in Istio).\n # Under such setups where KServe is needed to have its own local gateways, the values of the \"localGateway\" and\n # \"localGatewayService\" should point to the KServe local gateways. Then, this knativeLocalGatewayService field\n # should point to the Knative's local gateway service.\n # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer.\n \"knativeLocalGatewayService\": \"\",\n \n # localGateway specifies the gateway which handles the network traffic within the cluster.\n # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer.\n \"localGateway\" : \"knative-serving/knative-local-gateway\",\n \n # localGatewayService specifies the hostname of the local gateway service.\n # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer.\n \"localGatewayService\" : \"knative-local-gateway.istio-system.svc.cluster.local\",\n \n # ingressDomain specifies the domain name which is used for creating the url.\n # If ingressDomain is empty then example.com is used as default domain.\n # NOTE: This configuration only applicable for raw deployment.\n \"ingressDomain\" : \"example.com\",\n\n # additionalIngressDomains specifies the additional domain names which are used for creating the url.\n \"additionalIngressDomains\": [\"additional-example.com\", \"additional-example-1.com\"]\n\n # ingressClassName specifies the ingress controller to use for ingress traffic.\n # This is optional and if omitted the default ingress in the cluster is used.\n # https://kubernetes.io/docs/concepts/services-networking/ingress/#default-ingress-class\n # NOTE: This configuration only applicable for raw deployment.\n \"ingressClassName\" : \"istio\",\n \n # domainTemplate specifies the template for generating domain/url for each inference service by combining variable from:\n # Name of the inference service ( {{ .Name}} )\n # Namespace of the inference service ( {{ .Namespace }} )\n # Annotation of the inference service ( {{ .Annotations.key }} )\n # Label of the inference service ( {{ .Labels.key }} )\n # IngressDomain ( {{ .IngressDomain }} )\n # If domain template is empty the default template {{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }} is used.\n # NOTE: This configuration only applicable for raw deployment.\n \"domainTemplate\": \"{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}\",\n \n # urlScheme specifies the url scheme to use for inference service and inference graph.\n # If urlScheme is empty then by default http is used.\n \"urlScheme\": \"http\",\n \n # disableIstioVirtualHost controls whether to use istio as network layer.\n # By default istio is used as the network layer. When DisableIstioVirtualHost is true, KServe does not\n # create the top level virtual service thus Istio is no longer required for serverless mode.\n # By setting this field to true, user can use other networking layers supported by knative.\n # For more info https://github.com/kserve/kserve/pull/2380, https://kserve.github.io/website/master/admin/serverless/kourier_networking/.\n # NOTE: This configuration is only applicable to serverless deployment.\n \"disableIstioVirtualHost\": false,\n\n # disableIngressCreation controls whether to disable ingress creation for raw deployment mode.\n \"disableIngressCreation\": false,\n \n # pathTemplate specifies the template for generating path based url for each inference service.\n # The following variables can be used in the template for generating url.\n # Name of the inference service ( {{ .Name}} )\n # Namespace of the inference service ( {{ .Namespace }} )\n # For more info https://github.com/kserve/kserve/issues/2257.\n # NOTE: This configuration only applicable to serverless deployment.\n \"pathTemplate\": \"/serving/{{ .Namespace }}/{{ .Name }}\"\n }\n \n # ====================================== LOGGER CONFIGURATION ======================================\n # Example\n logger: |-\n {\n \"image\" : \"kserve/agent:v0.14.0-rc0\",\n \"memoryRequest\": \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n \"cpuLimit\": \"1\",\n \"defaultUrl\": \"http://default-broker\"\n }\n logger: |-\n {\n # image contains the default logger image uri.\n \"image\" : \"kserve/agent:v0.14.0-rc0\",\n \n # memoryRequest is the requests.memory to set for the logger container.\n \"memoryRequest\": \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the logger container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the logger container.\n \"cpuRequest\": \"100m\",\n \n # cpuLimit is the limits.cpu to set for the logger container.\n \"cpuLimit\": \"1\",\n \n # defaultUrl specifies the default logger url. If logger is not specified in the resource this url is used.\n \"defaultUrl\": \"http://default-broker\"\n }\n \n # ====================================== BATCHER CONFIGURATION ======================================\n # Example\n batcher: |-\n {\n \"image\" : \"kserve/agent:v0.14.0-rc0\",\n \"memoryRequest\": \"1Gi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"1\",\n \"cpuLimit\": \"1\",\n \"maxBatchSize\": \"32\",\n \"maxLatency\": \"5000\"\n }\n batcher: |-\n {\n # image contains the default batcher image uri.\n \"image\" : \"kserve/agent:v0.14.0-rc0\",\n \n # memoryRequest is the requests.memory to set for the batcher container.\n \"memoryRequest\": \"1Gi\",\n \n # memoryLimit is the limits.memory to set for the batcher container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the batcher container.\n \"cpuRequest\": \"1\",\n \n # cpuLimit is the limits.cpu to set for the batcher container.\n \"cpuLimit\": \"1\"\n\n # maxBatchSize is the default maximum batch size for batcher.\n \"maxBatchSize\": \"32\",\n\n # maxLatency is the default maximum latency in milliseconds for batcher to wait and collect the batch.\n \"maxLatency\": \"5000\"\n }\n \n # ====================================== AGENT CONFIGURATION ======================================\n # Example\n agent: |-\n {\n \"image\" : \"kserve/agent:v0.14.0-rc0\",\n \"memoryRequest\": \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n \"cpuLimit\": \"1\"\n }\n agent: |-\n {\n # image contains the default agent image uri.\n \"image\" : \"kserve/agent:v0.14.0-rc0\",\n \n # memoryRequest is the requests.memory to set for the agent container.\n \"memoryRequest\": \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the agent container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the agent container.\n \"cpuRequest\": \"100m\",\n \n # cpuLimit is the limits.cpu to set for the agent container.\n \"cpuLimit\": \"1\"\n }\n \n # ====================================== ROUTER CONFIGURATION ======================================\n # Example\n router: |-\n {\n \"image\" : \"kserve/router:v0.14.0-rc0\",\n \"memoryRequest\": \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n \"cpuLimit\": \"1\",\n \"headers\": {\n \"propagate\": []\n }\n }\n # router is the implementation of inference graph.\n router: |-\n {\n # image contains the default router image uri.\n \"image\" : \"kserve/router:v0.14.0-rc0\",\n \n # memoryRequest is the requests.memory to set for the router container.\n \"memoryRequest\": \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the router container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the router container.\n \"cpuRequest\": \"100m\",\n \n # cpuLimit is the limits.cpu to set for the router container.\n \"cpuLimit\": \"1\",\n \n # Propagate the specified headers to all the steps specified in an InferenceGraph. \n # You can either specify the exact header names or use [Golang supported regex patterns]\n # (https://pkg.go.dev/regexp/syntax@go1.21.3#hdr-Syntax) to propagate multiple headers.\n \"headers\": {\n \"propagate\": [\n \"Authorization\",\n \"Test-Header-*\",\n \"*Trace-Id*\"\n ]\n }\n }\n \n # ====================================== DEPLOYMENT CONFIGURATION ======================================\n # Example\n deploy: |-\n {\n \"defaultDeploymentMode\": \"Serverless\"\n }\n deploy: |-\n {\n # defaultDeploymentMode specifies the default deployment mode of the kserve. The supported values are\n # Serverless, RawDeployment and ModelMesh. Users can override the deployment mode at service level\n # by adding the annotation serving.kserve.io/deploymentMode.For more info on deployment mode visit\n # Serverless https://kserve.github.io/website/master/admin/serverless/serverless/\n # RawDeployment https://kserve.github.io/website/master/admin/kubernetes_deployment/\n # ModelMesh https://kserve.github.io/website/master/admin/modelmesh/\n \"defaultDeploymentMode\": \"Serverless\"\n }\n \n # ====================================== METRICS CONFIGURATION ======================================\n # Example\n metricsAggregator: |-\n {\n \"enableMetricAggregation\": \"false\",\n \"enablePrometheusScraping\" : \"false\"\n }\n # For more info see https://github.com/kserve/kserve/blob/master/qpext/README.md\n metricsAggregator: |-\n {\n # enableMetricAggregation configures metric aggregation annotation. This adds the annotation serving.kserve.io/enable-metric-aggregation to every\n # service with the specified boolean value. If true enables metric aggregation in queue-proxy by setting env vars in the queue proxy container\n # to configure scraping ports.\n \"enableMetricAggregation\": \"false\",\n \n # enablePrometheusScraping configures metric aggregation annotation. This adds the annotation serving.kserve.io/enable-metric-aggregation to every\n # service with the specified boolean value. If true, prometheus annotations are added to the pod. If serving.kserve.io/enable-metric-aggregation is false,\n # the prometheus port is set with the default prometheus scraping port 9090, otherwise the prometheus port annotation is set with the metric aggregation port.\n \"enablePrometheusScraping\" : \"false\"\n }" + agent: |- + { + "image" : "kserve/agent:v0.14.0-rc0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } + batcher: |- + { + "image" : "kserve/agent:v0.14.0-rc0", + "memoryRequest": "1Gi", + "memoryLimit": "1Gi", + "cpuRequest": "1", + "cpuLimit": "1", + "maxBatchSize": "32", + "maxLatency": "5000" + } + credentials: |- + { + "storageSpecSecretName": "storage-config", + "storageSecretNameAnnotation": "serving.kserve.io/storageSecretName", + "gcs": { + "gcsCredentialFileName": "gcloud-application-credentials.json" + }, + "s3": { + "s3AccessKeyIDName": "AWS_ACCESS_KEY_ID", + "s3SecretAccessKeyName": "AWS_SECRET_ACCESS_KEY", + "s3Endpoint": "", + "s3UseHttps": "", + "s3Region": "", + "s3VerifySSL": "", + "s3UseVirtualBucket": "", + "s3UseAccelerate": "", + "s3UseAnonymousCredential": "", + "s3CABundle": "" + } + } + deploy: |- + { + "defaultDeploymentMode": "Serverless" + } + explainers: |- + { + "art": { + "image" : "kserve/art-explainer", + "defaultImageVersion": "latest" + } + } + ingress: |- + { + "ingressGateway": "kubeflow/kubeflow-gateway", + "localGateway": "knative-serving/knative-local-gateway", + "localGatewayService": "knative-local-gateway.istio-system.svc.cluster.local", + "ingressDomain": "example.com", + "ingressClassName": "istio", + "domainTemplate": "{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}", + "urlScheme": "http", + "disableIstioVirtualHost": false, + "disableIngressCreation": false + } + logger: |- + { + "image" : "kserve/agent:v0.14.0-rc0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1", + "defaultUrl": "http://default-broker" + } + metricsAggregator: |- + { + "enableMetricAggregation": "false", + "enablePrometheusScraping" : "false" + } + router: |- + { + "image" : "kserve/router:v0.14.0-rc0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } + storageInitializer: |- + { + "image" : "kserve/storage-initializer:v0.14.0-rc0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1", + "caBundleConfigMapName": "", + "caBundleVolumeMountPath": "/etc/ssl/custom-certs", + "enableDirectPvcVolumeMount": true, + "enableModelcar": false, + "cpuModelcar": "10m", + "memoryModelcar": "15Mi" + } +kind: ConfigMap +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferenceservice-config + namespace: kubeflow +--- +apiVersion: v1 +kind: Secret +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-webhook-server-secret + namespace: kubeflow +--- +apiVersion: v1 +kind: Service +metadata: + annotations: + prometheus.io/port: "8443" + prometheus.io/scheme: https + prometheus.io/scrape: "true" + labels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager-metrics-service + namespace: kubeflow +spec: + ports: + - name: https + port: 8443 + targetPort: https + selector: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" +--- +apiVersion: v1 +kind: Service +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager-service + namespace: kubeflow +spec: + ports: + - port: 8443 + protocol: TCP + targetPort: https + selector: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" +--- +apiVersion: v1 +kind: Service +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-webhook-server-service + namespace: kubeflow +spec: + ports: + - port: 443 + targetPort: webhook-server + selector: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager +--- +apiVersion: apps/v1 +kind: Deployment +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager + namespace: kubeflow +spec: + selector: + matchLabels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + template: + metadata: + annotations: + kubectl.kubernetes.io/default-container: manager + sidecar.istio.io/inject: "false" + labels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + spec: + containers: + - args: + - --metrics-addr=127.0.0.1:8080 + - --leader-elect + command: + - /manager + env: + - name: POD_NAMESPACE + valueFrom: + fieldRef: + fieldPath: metadata.namespace + - name: SECRET_NAME + value: kserve-webhook-server-cert + image: kserve/kserve-controller:v0.14.0-rc0 + imagePullPolicy: Always + livenessProbe: + failureThreshold: 5 + httpGet: + path: /healthz + port: 8081 + initialDelaySeconds: 10 + timeoutSeconds: 5 + name: manager + ports: + - containerPort: 9443 + name: webhook-server + protocol: TCP + readinessProbe: + failureThreshold: 10 + httpGet: + path: /readyz + port: 8081 + initialDelaySeconds: 10 + periodSeconds: 5 + timeoutSeconds: 5 + resources: + limits: + cpu: 100m + memory: 300Mi + requests: + cpu: 100m + memory: 200Mi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true + volumeMounts: + - mountPath: /tmp/k8s-webhook-server/serving-certs + name: cert + readOnly: true + - args: + - --secure-listen-address=0.0.0.0:8443 + - --upstream=http://127.0.0.1:8080/ + - --logtostderr=true + - --v=10 + image: quay.io/brancz/kube-rbac-proxy:v0.18.0 + name: kube-rbac-proxy + ports: + - containerPort: 8443 + name: https + protocol: TCP + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true + securityContext: + runAsNonRoot: true + serviceAccountName: kserve-controller-manager + terminationGracePeriodSeconds: 10 + volumes: + - name: cert + secret: + defaultMode: 420 + secretName: kserve-webhook-server-cert +--- +apiVersion: cert-manager.io/v1 +kind: Certificate +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: serving-cert + namespace: kubeflow +spec: + commonName: kserve-webhook-server-service.kubeflow.svc + dnsNames: + - kserve-webhook-server-service.kubeflow.svc + issuerRef: + kind: Issuer + name: selfsigned-issuer + secretName: kserve-webhook-server-cert +--- +apiVersion: cert-manager.io/v1 +kind: Issuer +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: selfsigned-issuer + namespace: kubeflow +spec: + selfSigned: {} +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: MutatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferenceservice.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /mutate-serving-kserve-io-v1beta1-inferenceservice + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.defaulter + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1beta1 + operations: + - CREATE + - UPDATE + resources: + - inferenceservices + sideEffects: None + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /mutate-pods + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.pod-mutator + namespaceSelector: + matchExpressions: + - key: control-plane + operator: DoesNotExist + objectSelector: + matchExpressions: + - key: serving.kserve.io/inferenceservice + operator: Exists + reinvocationPolicy: IfNeeded + rules: + - apiGroups: + - "" + apiVersions: + - v1 + operations: + - CREATE + resources: + - pods + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: clusterservingruntime.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /validate-serving-kserve-io-v1alpha1-clusterservingruntime + failurePolicy: Fail + name: clusterservingruntime.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - clusterservingruntimes + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferencegraph.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /validate-serving-kserve-io-v1alpha1-inferencegraph + failurePolicy: Fail + name: inferencegraph.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - inferencegraphs + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferenceservice.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /validate-serving-kserve-io-v1beta1-inferenceservice + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1beta1 + operations: + - CREATE + - UPDATE + resources: + - inferenceservices + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: servingruntime.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /validate-serving-kserve-io-v1alpha1-servingruntime + failurePolicy: Fail + name: servingruntime.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - servingruntimes + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: trainedmodel.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /validate-serving-kserve-io-v1alpha1-trainedmodel + failurePolicy: Fail + name: trainedmodel.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - trainedmodels + sideEffects: None diff --git a/install/v0.14.0-rc1/kserve-cluster-resources.yaml b/install/v0.14.0-rc1/kserve-cluster-resources.yaml new file mode 100644 index 00000000000..d17ebf47377 --- /dev/null +++ b/install/v0.14.0-rc1/kserve-cluster-resources.yaml @@ -0,0 +1,486 @@ +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-huggingfaceserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + image: kserve/huggingfaceserver:v0.14.0-rc1 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + runAsNonRoot: true + volumeMounts: + - mountPath: /dev/shm + name: devshm + hostIPC: false + protocolVersions: + - v2 + - v1 + supportedModelFormats: + - autoSelect: true + name: huggingface + priority: 1 + version: "1" + volumes: + - emptyDir: + medium: Memory + name: devshm +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-lgbserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --model_dir=/mnt/models + - --http_port=8080 + - --nthread=1 + image: kserve/lgbserver:v0.14.0-rc1 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + runAsNonRoot: true + protocolVersions: + - v1 + - v2 + supportedModelFormats: + - autoSelect: true + name: lightgbm + priority: 1 + version: "3" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-mlserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - env: + - name: MLSERVER_MODEL_IMPLEMENTATION + value: '{{.Labels.modelClass}}' + - name: MLSERVER_HTTP_PORT + value: "8080" + - name: MLSERVER_GRPC_PORT + value: "9000" + - name: MODELS_DIR + value: /mnt/models + image: docker.io/seldonio/mlserver:1.5.0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + runAsNonRoot: true + protocolVersions: + - v2 + supportedModelFormats: + - autoSelect: true + name: sklearn + priority: 2 + version: "0" + - autoSelect: true + name: sklearn + priority: 2 + version: "1" + - autoSelect: true + name: xgboost + priority: 2 + version: "1" + - autoSelect: true + name: xgboost + priority: 2 + version: "2" + - autoSelect: true + name: lightgbm + priority: 2 + version: "3" + - autoSelect: true + name: lightgbm + priority: 2 + version: "4" + - autoSelect: true + name: mlflow + priority: 1 + version: "1" + - autoSelect: true + name: mlflow + priority: 1 + version: "2" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-paddleserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --model_dir=/mnt/models + - --http_port=8080 + image: kserve/paddleserver:v0.14.0-rc1 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + runAsNonRoot: true + protocolVersions: + - v1 + - v2 + supportedModelFormats: + - autoSelect: true + name: paddle + priority: 1 + version: "2" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-pmmlserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --model_dir=/mnt/models + - --http_port=8080 + image: kserve/pmmlserver:v0.14.0-rc1 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + runAsNonRoot: true + protocolVersions: + - v1 + - v2 + supportedModelFormats: + - autoSelect: true + name: pmml + priority: 1 + version: "3" + - autoSelect: true + name: pmml + priority: 1 + version: "4" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-sklearnserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --model_dir=/mnt/models + - --http_port=8080 + image: kserve/sklearnserver:v0.14.0-rc1 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + runAsNonRoot: true + protocolVersions: + - v1 + - v2 + supportedModelFormats: + - autoSelect: true + name: sklearn + priority: 1 + version: "1" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-tensorflow-serving +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --port=9000 + - --rest_api_port=8080 + - --model_base_path=/mnt/models + - --rest_api_timeout_in_ms=60000 + command: + - /usr/bin/tensorflow_model_server + image: tensorflow/serving:2.6.2 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + runAsNonRoot: true + runAsUser: 1000 + protocolVersions: + - v1 + - grpc-v1 + supportedModelFormats: + - autoSelect: true + name: tensorflow + priority: 2 + version: "1" + - autoSelect: true + name: tensorflow + priority: 2 + version: "2" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-torchserve +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8082" + containers: + - args: + - torchserve + - --start + - --model-store=/mnt/models/model-store + - --ts-config=/mnt/models/config/config.properties + env: + - name: TS_SERVICE_ENVELOPE + value: '{{.Labels.serviceEnvelope}}' + image: pytorch/torchserve-kfs:0.9.0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + runAsNonRoot: true + runAsUser: 1000 + protocolVersions: + - v1 + - v2 + - grpc-v2 + supportedModelFormats: + - autoSelect: true + name: pytorch + priority: 2 + version: "1" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-tritonserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8002" + containers: + - args: + - tritonserver + - --model-store=/mnt/models + - --grpc-port=9000 + - --http-port=8080 + - --allow-grpc=true + - --allow-http=true + image: nvcr.io/nvidia/tritonserver:23.05-py3 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + runAsNonRoot: true + runAsUser: 1000 + protocolVersions: + - v2 + - grpc-v2 + supportedModelFormats: + - autoSelect: true + name: tensorrt + priority: 1 + version: "8" + - autoSelect: true + name: tensorflow + priority: 1 + version: "1" + - autoSelect: true + name: tensorflow + priority: 1 + version: "2" + - autoSelect: true + name: onnx + priority: 1 + version: "1" + - name: pytorch + version: "1" + - autoSelect: true + name: triton + priority: 1 + version: "2" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-xgbserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --model_dir=/mnt/models + - --http_port=8080 + - --nthread=1 + image: kserve/xgbserver:v0.14.0-rc1 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + runAsNonRoot: true + protocolVersions: + - v1 + - v2 + supportedModelFormats: + - autoSelect: true + name: xgboost + priority: 1 + version: "1" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterStorageContainer +metadata: + name: default +spec: + container: + image: kserve/storage-initializer:v0.14.0-rc1 + name: storage-initializer + resources: + limits: + cpu: "1" + memory: 1Gi + requests: + cpu: 100m + memory: 100Mi + supportedUriFormats: + - prefix: gs:// + - prefix: s3:// + - prefix: hdfs:// + - prefix: hf:// + - prefix: webhdfs:// + - regex: https://(.+?).blob.core.windows.net/(.+) + - regex: https://(.+?).file.core.windows.net/(.+) + - regex: https?://(.+)/(.+) + workloadType: initContainer diff --git a/install/v0.14.0-rc1/kserve.yaml b/install/v0.14.0-rc1/kserve.yaml new file mode 100644 index 00000000000..c8c3569935f --- /dev/null +++ b/install/v0.14.0-rc1/kserve.yaml @@ -0,0 +1,24852 @@ +apiVersion: v1 +kind: Namespace +metadata: + labels: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + istio-injection: disabled + name: kserve +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: clusterlocalmodels.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterLocalModel + listKind: ClusterLocalModelList + plural: clusterlocalmodels + singular: clusterlocalmodel + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + modelSize: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + nodeGroup: + type: string + sourceModelUri: + type: string + x-kubernetes-validations: + - message: StorageUri is immutable + rule: self == oldSelf + required: + - modelSize + - nodeGroup + - sourceModelUri + type: object + status: + properties: + copies: + properties: + available: + type: integer + failed: + type: integer + total: + type: integer + type: object + inferenceServices: + items: + properties: + name: + type: string + namespace: + type: string + type: object + type: array + nodeStatus: + additionalProperties: + enum: + - "" + - NodeNotReady + - NodeDownloadPending + - NodeDownloading + - NodeDownloaded + - NodeDownloadError + - NodeDeleting + - NodeDeletionError + - NodeDeleted + type: string + type: object + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: clusterservingruntimes.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterServingRuntime + listKind: ClusterServingRuntimeList + plural: clusterservingruntimes + singular: clusterservingruntime + scope: Cluster + versions: + - additionalPrinterColumns: + - jsonPath: .spec.disabled + name: Disabled + type: boolean + - jsonPath: .spec.supportedModelFormats[*].name + name: ModelType + type: string + - jsonPath: .spec.containers[*].name + name: Containers + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + builtInAdapter: + properties: + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + memBufferBytes: + type: integer + modelLoadingTimeoutMillis: + type: integer + runtimeManagementPort: + type: integer + serverType: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + disabled: + type: boolean + grpcDataEndpoint: + type: string + grpcEndpoint: + type: string + hostIPC: + type: boolean + httpDataEndpoint: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + multiModel: + type: boolean + nodeSelector: + additionalProperties: + type: string + type: object + protocolVersions: + items: + type: string + type: array + replicas: + type: integer + storageHelper: + properties: + disabled: + type: boolean + type: object + supportedModelFormats: + items: + properties: + autoSelect: + type: boolean + name: + type: string + priority: + format: int32 + minimum: 1 + type: integer + version: + type: string + required: + - name + type: object + type: array + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + required: + - containers + type: object + status: + type: object + type: object + served: true + storage: true + subresources: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: clusterstoragecontainers.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterStorageContainer + listKind: ClusterStorageContainerList + plural: clusterstoragecontainers + singular: clusterstoragecontainer + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + disabled: + type: boolean + kind: + type: string + metadata: + type: object + spec: + properties: + container: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + supportedUriFormats: + items: + properties: + prefix: + type: string + regex: + type: string + type: object + type: array + workloadType: + default: initContainer + type: string + required: + - container + - supportedUriFormats + type: object + type: object + served: true + storage: true +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: inferencegraphs.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: InferenceGraph + listKind: InferenceGraphList + plural: inferencegraphs + shortNames: + - ig + singular: inferencegraph + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodes: + additionalProperties: + properties: + routerType: + enum: + - Sequence + - Splitter + - Ensemble + - Switch + type: string + steps: + items: + properties: + condition: + type: string + data: + type: string + dependency: + enum: + - Soft + - Hard + type: string + name: + type: string + nodeName: + type: string + serviceName: + type: string + serviceUrl: + type: string + weight: + format: int64 + type: integer + type: object + type: array + required: + - routerType + type: object + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + timeout: + format: int64 + type: integer + required: + - nodes + type: object + status: + properties: + annotations: + additionalProperties: + type: string + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + controller-gen.kubebuilder.io/version: v0.16.2 + name: inferenceservices.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: InferenceService + listKind: InferenceServiceList + plural: inferenceservices + shortNames: + - isvc + singular: inferenceservice + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .status.components.predictor.traffic[?(@.tag=='prev')].percent + name: Prev + type: integer + - jsonPath: .status.components.predictor.traffic[?(@.latestRevision==true)].percent + name: Latest + type: integer + - jsonPath: .status.components.predictor.traffic[?(@.tag=='prev')].revisionName + name: PrevRolledoutRevision + type: string + - jsonPath: .status.components.predictor.traffic[?(@.latestRevision==true)].revisionName + name: LatestReadyRevision + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1beta1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + explainer: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + art: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + config: + additionalProperties: + type: string + type: object + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + type: + type: string + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + deploymentStrategy: + properties: + rollingUpdate: + properties: + maxSurge: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + maxUnavailable: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + type: + type: string + type: object + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + x-kubernetes-list-type: atomic + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + x-kubernetes-list-type: atomic + searches: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + x-kubernetes-list-type: atomic + ip: + type: string + required: + - ip + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + logger: + properties: + metadataHeaders: + items: + type: string + type: array + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + x-kubernetes-list-type: atomic + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + type: object + predictor: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + deploymentStrategy: + properties: + rollingUpdate: + properties: + maxSurge: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + maxUnavailable: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + type: + type: string + type: object + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + x-kubernetes-list-type: atomic + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + x-kubernetes-list-type: atomic + searches: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + x-kubernetes-list-type: atomic + ip: + type: string + required: + - ip + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + huggingface: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + lightgbm: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + logger: + properties: + metadataHeaders: + items: + type: string + type: array + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + model: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + modelFormat: + properties: + name: + type: string + version: + type: string + required: + - name + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtime: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + onnx: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + paddle: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + pmml: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + pytorch: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + x-kubernetes-list-type: atomic + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + sklearn: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + subdomain: + type: string + tensorflow: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + triton: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + xgboost: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + type: object + transformer: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + deploymentStrategy: + properties: + rollingUpdate: + properties: + maxSurge: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + maxUnavailable: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + type: + type: string + type: object + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + x-kubernetes-list-type: atomic + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + x-kubernetes-list-type: atomic + searches: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + x-kubernetes-list-type: atomic + ip: + type: string + required: + - ip + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + logger: + properties: + metadataHeaders: + items: + type: string + type: array + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + x-kubernetes-list-type: atomic + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + type: object + required: + - predictor + type: object + status: + properties: + address: + properties: + CACerts: + type: string + audience: + type: string + name: + type: string + url: + type: string + type: object + annotations: + additionalProperties: + type: string + type: object + components: + additionalProperties: + properties: + address: + properties: + CACerts: + type: string + audience: + type: string + name: + type: string + url: + type: string + type: object + grpcUrl: + type: string + latestCreatedRevision: + type: string + latestReadyRevision: + type: string + latestRolledoutRevision: + type: string + previousRolledoutRevision: + type: string + restUrl: + type: string + traffic: + items: + properties: + configurationName: + type: string + latestRevision: + type: boolean + percent: + format: int64 + type: integer + revisionName: + type: string + tag: + type: string + url: + type: string + type: object + type: array + url: + type: string + type: object + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + modelStatus: + properties: + copies: + properties: + failedCopies: + default: 0 + type: integer + totalCopies: + type: integer + required: + - failedCopies + type: object + lastFailureInfo: + properties: + exitCode: + format: int32 + type: integer + location: + type: string + message: + type: string + modelRevisionName: + type: string + reason: + enum: + - ModelLoadFailed + - RuntimeUnhealthy + - RuntimeDisabled + - NoSupportingRuntime + - RuntimeNotRecognized + - InvalidPredictorSpec + type: string + time: + format: date-time + type: string + type: object + states: + properties: + activeModelState: + default: Pending + enum: + - "" + - Pending + - Standby + - Loading + - Loaded + - FailedToLoad + type: string + targetModelState: + default: "" + enum: + - "" + - Pending + - Standby + - Loading + - Loaded + - FailedToLoad + type: string + required: + - activeModelState + type: object + transitionStatus: + default: UpToDate + enum: + - "" + - UpToDate + - InProgress + - BlockedByFailedLoad + - InvalidSpec + type: string + required: + - transitionStatus + type: object + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + x-kubernetes-preserve-unknown-fields: true + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: localmodelnodegroups.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: LocalModelNodeGroup + listKind: LocalModelNodeGroupList + plural: localmodelnodegroups + singular: localmodelnodegroup + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + persistentVolumeClaimSpec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + persistentVolumeSpec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + secretNamespace: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + capacity: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + claimRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + resourceVersion: + type: string + uid: + type: string + type: object + x-kubernetes-map-type: granular + csi: + properties: + controllerExpandSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + controllerPublishSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + driver: + type: string + fsType: + type: string + nodeExpandSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + nodePublishSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + nodeStageSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + volumeHandle: + type: string + required: + - driver + - volumeHandle + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + glusterfs: + properties: + endpoints: + type: string + endpointsNamespace: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + local: + properties: + fsType: + type: string + path: + type: string + required: + - path + type: object + mountOptions: + items: + type: string + type: array + x-kubernetes-list-type: atomic + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + nodeAffinity: + properties: + required: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + persistentVolumeReclaimPolicy: + type: string + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + storageClassName: + type: string + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + resourceVersion: + type: string + uid: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + volumeAttributesClassName: + type: string + volumeMode: + type: string + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + type: object + storageLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + required: + - persistentVolumeClaimSpec + - persistentVolumeSpec + - storageLimit + type: object + status: + properties: + available: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + used: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + served: true + storage: true +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: servingruntimes.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ServingRuntime + listKind: ServingRuntimeList + plural: servingruntimes + singular: servingruntime + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .spec.disabled + name: Disabled + type: boolean + - jsonPath: .spec.supportedModelFormats[*].name + name: ModelType + type: string + - jsonPath: .spec.containers[*].name + name: Containers + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + builtInAdapter: + properties: + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + memBufferBytes: + type: integer + modelLoadingTimeoutMillis: + type: integer + runtimeManagementPort: + type: integer + serverType: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + disabled: + type: boolean + grpcDataEndpoint: + type: string + grpcEndpoint: + type: string + hostIPC: + type: boolean + httpDataEndpoint: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + multiModel: + type: boolean + nodeSelector: + additionalProperties: + type: string + type: object + protocolVersions: + items: + type: string + type: array + replicas: + type: integer + storageHelper: + properties: + disabled: + type: boolean + type: object + supportedModelFormats: + items: + properties: + autoSelect: + type: boolean + name: + type: string + priority: + format: int32 + minimum: 1 + type: integer + version: + type: string + required: + - name + type: object + type: array + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + required: + - containers + type: object + status: + type: object + type: object + served: true + storage: true + subresources: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: trainedmodels.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: TrainedModel + listKind: TrainedModelList + plural: trainedmodels + shortNames: + - tm + singular: trainedmodel + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + inferenceService: + type: string + model: + properties: + framework: + type: string + memory: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + storageUri: + type: string + required: + - framework + - memory + - storageUri + type: object + required: + - inferenceService + - model + type: object + status: + properties: + address: + properties: + CACerts: + type: string + audience: + type: string + name: + type: string + url: + type: string + type: object + annotations: + additionalProperties: + type: string + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: v1 +kind: ServiceAccount +metadata: + labels: + app.kubernetes.io/instance: kserve-controller-manager + app.kubernetes.io/managed-by: kserve-controller-manager + app.kubernetes.io/name: kserve-controller-manager + name: kserve-controller-manager + namespace: kserve +--- +apiVersion: v1 +kind: ServiceAccount +metadata: + labels: + app.kubernetes.io/instance: kserve-localmodel-controller-manager + app.kubernetes.io/managed-by: kserve-localmodel-controller-manager + app.kubernetes.io/name: kserve-localmodel-controller-manager + name: kserve-localmodel-controller-manager + namespace: kserve +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: Role +metadata: + name: kserve-leader-election-role + namespace: kserve +rules: +- apiGroups: + - coordination.k8s.io + resources: + - leases + verbs: + - create + - get + - list + - update +- apiGroups: + - "" + resources: + - configmaps + verbs: + - get + - list + - watch + - create + - update + - patch + - delete +- apiGroups: + - "" + resources: + - configmaps/status + verbs: + - get + - update + - patch +- apiGroups: + - "" + resources: + - events + verbs: + - create +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + name: kserve-localmodel-manager-role +rules: +- apiGroups: + - "" + resources: + - configmaps + verbs: + - get +- apiGroups: + - "" + resources: + - nodes + verbs: + - get + - list + - watch +- apiGroups: + - "" + resources: + - nodes/status + verbs: + - get + - watch +- apiGroups: + - "" + resources: + - persistentvolumeclaims + - persistentvolumes + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - batch + resources: + - jobs + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - batch + resources: + - jobs/status + verbs: + - get +- apiGroups: + - serving.kserve.io + resources: + - clusterlocalmodels + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.kserve.io + resources: + - clusterlocalmodels/status + verbs: + - get + - patch + - update +- apiGroups: + - serving.kserve.io + resources: + - clusterstoragecontainers + - inferenceservices + - localmodelnodegroups + verbs: + - get + - list + - watch +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + name: kserve-manager-role +rules: +- apiGroups: + - "" + resources: + - configmaps + verbs: + - create + - get + - update +- apiGroups: + - "" + resources: + - events + - services + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - "" + resources: + - namespaces + - pods + verbs: + - get + - list + - watch +- apiGroups: + - "" + resources: + - secrets + - serviceaccounts + verbs: + - get +- apiGroups: + - admissionregistration.k8s.io + resources: + - mutatingwebhookconfigurations + - validatingwebhookconfigurations + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - apps + resources: + - deployments + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - autoscaling + resources: + - horizontalpodautoscalers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - networking.istio.io + resources: + - virtualservices + - virtualservices/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - networking.istio.io + resources: + - virtualservices/status + verbs: + - get + - patch + - update +- apiGroups: + - networking.k8s.io + resources: + - ingresses + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.knative.dev + resources: + - services + - services/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.knative.dev + resources: + - services/status + verbs: + - get + - patch + - update +- apiGroups: + - serving.kserve.io + resources: + - clusterlocalmodels + verbs: + - get + - list +- apiGroups: + - serving.kserve.io + resources: + - clusterservingruntimes + - clusterservingruntimes/finalizers + - clusterstoragecontainers + - inferencegraphs + - inferencegraphs/finalizers + - inferenceservices + - inferenceservices/finalizers + - servingruntimes + - servingruntimes/finalizers + - trainedmodels + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.kserve.io + resources: + - clusterservingruntimes/status + - inferencegraphs/status + - inferenceservices/status + - servingruntimes/status + - trainedmodels/status + verbs: + - get + - patch + - update +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + name: kserve-proxy-role +rules: +- apiGroups: + - authentication.k8s.io + resources: + - tokenreviews + verbs: + - create +- apiGroups: + - authorization.k8s.io + resources: + - subjectaccessreviews + verbs: + - create +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: RoleBinding +metadata: + name: kserve-leader-election-rolebinding + namespace: kserve +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: Role + name: kserve-leader-election-role +subjects: +- kind: ServiceAccount + name: kserve-controller-manager + namespace: kserve +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + name: kserve-localmodel-manager-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-localmodel-manager-role +subjects: +- kind: ServiceAccount + name: kserve-localmodel-controller-manager + namespace: kserve +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + name: kserve-manager-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-manager-role +subjects: +- kind: ServiceAccount + name: kserve-controller-manager + namespace: kserve +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + name: kserve-proxy-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-proxy-role +subjects: +- kind: ServiceAccount + name: kserve-controller-manager + namespace: kserve +--- +apiVersion: v1 +data: + _example: "################################\n# #\n# + \ EXAMPLE CONFIGURATION #\n# #\n################################\n\n# + This block is not actually functional configuration,\n# but serves to illustrate + the available configuration\n# options and document them in a way that is accessible\n# + to users that `kubectl edit` this config map.\n#\n# These sample configuration + options may be copied out of\n# this example block and unindented to be in the + data block\n# to actually change the configuration.\n\n# ====================================== + EXPLAINERS CONFIGURATION ======================================\n# Example\nexplainers: + |-\n {\n \"art\": {\n \"image\" : \"kserve/art-explainer\",\n \"defaultImageVersion\": + \"latest\"\n }\n }\n# Art Explainer runtime configuration\n explainers: + |-\n {\n # Art explainer runtime configuration\n \"art\": {\n # + image contains the default Art explainer serving runtime image uri.\n \"image\" + : \"kserve/art-explainer\",\n \n # defautltImageVersion contains the + Art explainer serving runtime default image version.\n \"defaultImageVersion\": + \"latest\"\n }\n }\n \n # ====================================== STORAGE + INITIALIZER CONFIGURATION ======================================\n # Example\n + storageInitializer: |-\n {\n \"image\" : \"kserve/storage-initializer:v0.14.0-rc1\",\n + \ \"memoryRequest\": \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": + \"100m\",\n \"cpuLimit\": \"1\",\n \"caBundleConfigMapName\": \"\",\n + \ \"caBundleVolumeMountPath\": \"/etc/ssl/custom-certs\",\n \"enableDirectPvcVolumeMount\": + false,\n \"enableModelcar\": false,\n \"cpuModelcar\": \"10m\",\n + \ \"memoryModelcar\": \"15Mi\"\n }\n storageInitializer: |-\n {\n # + image contains the default storage initializer image uri.\n \"image\" : + \"kserve/storage-initializer:v0.14.0-rc1\",\n \n # memoryRequest is the + requests.memory to set for the storage initializer init container.\n \"memoryRequest\": + \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the storage + initializer init container.\n \"memoryLimit\": \"1Gi\",\n \n # + cpuRequest is the requests.cpu to set for the storage initializer init container.\n + \ \"cpuRequest\": \"100m\",\n \n # cpuLimit is the limits.cpu + to set for the storage initializer init container.\n \"cpuLimit\": \"1\",\n + \ \n # caBundleConfigMapName is the ConfigMap will be copied to a user + namespace for the storage initializer init container.\n \"caBundleConfigMapName\": + \"\",\n\n # caBundleVolumeMountPath is the mount point for the configmap + set by caBundleConfigMapName for the storage initializer init container.\n \"caBundleVolumeMountPath\": + \"/etc/ssl/custom-certs\",\n\n # enableDirectPvcVolumeMount controls whether + users can mount pvc volumes directly.\n # if pvc volume is provided in storageuri + then the pvc volume is directly mounted to /mnt/models in the user container.\n + \ # rather than symlink it to a shared volume. For more info see https://github.com/kserve/kserve/issues/2737\n + \ \"enableDirectPvcVolumeMount\": true,\n\n # enableModelcar enabled + allows you to directly access an OCI container image by\n # using a source + URL with an \"oci://\" schema.\n \"enableModelcar\": false,\n\n # + cpuModelcar is the cpu request and limit that is used for the passive modelcar + container. It can be\n # set very low, but should be allowed by any Kubernetes + LimitRange that might apply.\n \"cpuModelcar\": \"10m\",\n\n # cpuModelcar + is the memory request and limit that is used for the passive modelcar container. + It can be\n # set very low, but should be allowed by any Kubernetes LimitRange + that might apply.\n \"memoryModelcar\": \"15Mi\",\n\n # uidModelcar + is the UID under with which the modelcar process and the main container is running.\n + \ # Some Kubernetes clusters might require this to be root (0). If not set + the user id is left untouched (default)\n \"uidModelcar\": 10\n }\n \n + # ====================================== CREDENTIALS ======================================\n + # Example\n credentials: |-\n {\n \"storageSpecSecretName\": \"storage-config\",\n + \ \"storageSecretNameAnnotation\": \"serving.kserve.io/storageSecretName\",\n + \ \"gcs\": {\n \"gcsCredentialFileName\": \"gcloud-application-credentials.json\"\n + \ },\n \"s3\": {\n \"s3AccessKeyIDName\": \"AWS_ACCESS_KEY_ID\",\n + \ \"s3SecretAccessKeyName\": \"AWS_SECRET_ACCESS_KEY\",\n \"s3Endpoint\": + \"\",\n \"s3UseHttps\": \"\",\n \"s3Region\": \"\",\n \"s3VerifySSL\": + \"\",\n \"s3UseVirtualBucket\": \"\",\n \"s3UseAccelerate\": + \"\",\n \"s3UseAnonymousCredential\": \"\",\n \"s3CABundle\": + \"\"\n }\n }\n # This is a global configuration used for downloading models + from the cloud storage.\n # You can override this configuration by specifying + the annotations on service account or static secret.\n # https://kserve.github.io/website/master/modelserving/storage/s3/s3/\n + # For a quick reference about AWS ENV variables:\n # AWS Cli: https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-envvars.html\n + # Boto: https://boto3.amazonaws.com/v1/documentation/api/latest/guide/configuration.html#using-environment-variables\n + #\n # The `s3AccessKeyIDName` and `s3SecretAccessKeyName` fields are only used + from this configmap when static credentials (IAM User Access Key Secret)\n # are + used as the authentication method for AWS S3.\n # The rest of the fields are used + in both authentication methods (IAM Role for Service Account & IAM User Access + Key Secret) if a non-empty value is provided.\n credentials: |-\n {\n # + storageSpecSecretName contains the secret name which has the credentials for downloading + the model.\n # This option is used when specifying the storage spec on isvc + yaml.\n \"storageSpecSecretName\": \"storage-config\",\n\n # The annotation + can be specified on isvc yaml to allow overriding with the secret name reference + from the annotation value.\n # When using storageUri the order of the precedence + is: secret name reference annotation > secret name references from service account\n + \ # When using storageSpec the order of the precedence is: secret name reference + annotation > storageSpecSecretName in configmap\n\n # Configuration for google + cloud storage\n \"gcs\": {\n # gcsCredentialFileName specifies the + filename of the gcs credential\n \"gcsCredentialFileName\": \"gcloud-application-credentials.json\"\n + \ },\n \n # Configuration for aws s3 storage. This add the corresponding + environmental variables to the storage initializer init container.\n # For + more info on s3 storage see https://kserve.github.io/website/master/modelserving/storage/s3/s3/\n + \ \"s3\": {\n # s3AccessKeyIDName specifies the s3 access key id + name\n \"s3AccessKeyIDName\": \"AWS_ACCESS_KEY_ID\",\n \n # + s3SecretAccessKeyName specifies the s3 secret access key name\n \"s3SecretAccessKeyName\": + \"AWS_SECRET_ACCESS_KEY\",\n \n # s3Endpoint specifies the s3 + endpoint\n \"s3Endpoint\": \"\",\n \n # s3UseHttps + controls whether to use secure https or unsecure http to download models.\n # + Allowed values are 0 and 1.\n \"s3UseHttps\": \"\",\n \n # + s3Region specifies the region of the bucket.\n \"s3Region\": \"\",\n + \ \n # s3VerifySSL controls whether to verify the tls/ssl certificate.\n + \ \"s3VerifySSL\": \"\",\n \n # s3UseVirtualBucket configures + whether it is a virtual bucket or not.\n \"s3UseVirtualBucket\": \"\",\n\n + \ # s3UseAccelerate configures whether to use transfer acceleration.\n + \ \"s3UseAccelerate\": \"\",\n \n # s3UseAnonymousCredential + configures whether to use anonymous credentials to download the model or not.\n + \ \"s3UseAnonymousCredential\": \"\",\n \n # s3CABundle + specifies the path to a certificate bundle to use for HTTPS certificate validation.\n + \ \"s3CABundle\": \"\"\n }\n }\n \n # ====================================== + INGRESS CONFIGURATION ======================================\n # Example\n ingress: + |-\n {\n \"ingressGateway\" : \"knative-serving/knative-ingress-gateway\",\n + \ \"localGateway\" : \"knative-serving/knative-local-gateway\",\n \"localGatewayService\" + : \"knative-local-gateway.istio-system.svc.cluster.local\",\n \"ingressDomain\" + \ : \"example.com\",\n \"additionalIngressDomains\": [\"additional-example.com\", + \"additional-example-1.com\"],\n \"ingressClassName\" : \"istio\",\n \"domainTemplate\": + \"{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}\",\n \"urlScheme\": + \"http\",\n \"disableIstioVirtualHost\": false,\n \"disableIngressCreation\": + false\n }\n ingress: |-\n {\n # ingressGateway specifies the ingress + gateway to serve external traffic.\n # The gateway should be specified in + format /\n # NOTE: This configuration only + applicable for serverless deployment with Istio configured as network layer.\n + \ \"ingressGateway\" : \"knative-serving/knative-ingress-gateway\",\n \n + \ # knativeLocalGatewayService specifies the hostname of the Knative's local + gateway service.\n # The default KServe configurations are re-using the + Istio local gateways for Knative. In this case, this\n # knativeLocalGatewayService + field can be left unset. When unset, the value of \"localGatewayService\" will + be used.\n # However, sometimes it may be better to have local gateways + specifically for KServe (e.g. when enabling strict mTLS in Istio).\n # Under + such setups where KServe is needed to have its own local gateways, the values + of the \"localGateway\" and\n # \"localGatewayService\" should point to + the KServe local gateways. Then, this knativeLocalGatewayService field\n # + should point to the Knative's local gateway service.\n # NOTE: This configuration + only applicable for serverless deployment with Istio configured as network layer.\n + \ \"knativeLocalGatewayService\": \"\",\n \n # localGateway specifies + the gateway which handles the network traffic within the cluster.\n # NOTE: + This configuration only applicable for serverless deployment with Istio configured + as network layer.\n \"localGateway\" : \"knative-serving/knative-local-gateway\",\n + \n # localGatewayService specifies the hostname of the local gateway service.\n + \ # NOTE: This configuration only applicable for serverless deployment with + Istio configured as network layer.\n \"localGatewayService\" : \"knative-local-gateway.istio-system.svc.cluster.local\",\n + \n # ingressDomain specifies the domain name which is used for creating + the url.\n # If ingressDomain is empty then example.com is used as default + domain.\n # NOTE: This configuration only applicable for raw deployment.\n + \ \"ingressDomain\" : \"example.com\",\n\n # additionalIngressDomains + specifies the additional domain names which are used for creating the url.\n \"additionalIngressDomains\": + [\"additional-example.com\", \"additional-example-1.com\"]\n\n # ingressClassName + specifies the ingress controller to use for ingress traffic.\n # This is + optional and if omitted the default ingress in the cluster is used.\n # + https://kubernetes.io/docs/concepts/services-networking/ingress/#default-ingress-class\n + \ # NOTE: This configuration only applicable for raw deployment.\n \"ingressClassName\" + : \"istio\",\n \n # domainTemplate specifies the template for generating + domain/url for each inference service by combining variable from:\n # Name + of the inference service ( {{ .Name}} )\n # Namespace of the inference + service ( {{ .Namespace }} )\n # Annotation of the inference service ( {{ + .Annotations.key }} )\n # Label of the inference service ( {{ .Labels.key + }} )\n # IngressDomain ( {{ .IngressDomain }} )\n # If domain template + is empty the default template {{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }} + is used.\n # NOTE: This configuration only applicable for raw deployment.\n + \ \"domainTemplate\": \"{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}\",\n + \n # urlScheme specifies the url scheme to use for inference service and + inference graph.\n # If urlScheme is empty then by default http is used.\n + \ \"urlScheme\": \"http\",\n \n # disableIstioVirtualHost controls + whether to use istio as network layer.\n # By default istio is used as the + network layer. When DisableIstioVirtualHost is true, KServe does not\n # + create the top level virtual service thus Istio is no longer required for serverless + mode.\n # By setting this field to true, user can use other networking layers + supported by knative.\n # For more info https://github.com/kserve/kserve/pull/2380, + https://kserve.github.io/website/master/admin/serverless/kourier_networking/.\n + \ # NOTE: This configuration is only applicable to serverless deployment.\n + \ \"disableIstioVirtualHost\": false,\n\n # disableIngressCreation + controls whether to disable ingress creation for raw deployment mode.\n \"disableIngressCreation\": + false,\n \n # pathTemplate specifies the template for generating path based + url for each inference service.\n # The following variables can be used + in the template for generating url.\n # Name of the inference service ( + {{ .Name}} )\n # Namespace of the inference service ( {{ .Namespace }} )\n + \ # For more info https://github.com/kserve/kserve/issues/2257.\n # + NOTE: This configuration only applicable to serverless deployment.\n \"pathTemplate\": + \"/serving/{{ .Namespace }}/{{ .Name }}\"\n }\n \n # ====================================== + LOGGER CONFIGURATION ======================================\n # Example\n logger: + |-\n {\n \"image\" : \"kserve/agent:v0.14.0-rc1\",\n \"memoryRequest\": + \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n + \ \"cpuLimit\": \"1\",\n \"defaultUrl\": \"http://default-broker\"\n + \ }\n logger: |-\n {\n # image contains the default logger image uri.\n + \ \"image\" : \"kserve/agent:v0.14.0-rc1\",\n \n # memoryRequest is the + requests.memory to set for the logger container.\n \"memoryRequest\": \"100Mi\",\n + \ \n # memoryLimit is the limits.memory to set for the logger container.\n + \ \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu + to set for the logger container.\n \"cpuRequest\": \"100m\",\n \n + \ # cpuLimit is the limits.cpu to set for the logger container.\n \"cpuLimit\": + \"1\",\n \n # defaultUrl specifies the default logger url. If logger + is not specified in the resource this url is used.\n \"defaultUrl\": \"http://default-broker\"\n + \ }\n \n # ====================================== BATCHER CONFIGURATION ======================================\n + # Example\n batcher: |-\n {\n \"image\" : \"kserve/agent:v0.14.0-rc1\",\n \"memoryRequest\": + \"1Gi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"1\",\n \"cpuLimit\": + \"1\",\n \"maxBatchSize\": \"32\",\n \"maxLatency\": \"5000\"\n }\n + batcher: |-\n {\n # image contains the default batcher image uri.\n \"image\" + : \"kserve/agent:v0.14.0-rc1\",\n \n # memoryRequest is the requests.memory + to set for the batcher container.\n \"memoryRequest\": \"1Gi\",\n \n # + memoryLimit is the limits.memory to set for the batcher container.\n \"memoryLimit\": + \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the batcher + container.\n \"cpuRequest\": \"1\",\n \n # cpuLimit is the limits.cpu + to set for the batcher container.\n \"cpuLimit\": \"1\"\n\n # maxBatchSize + is the default maximum batch size for batcher.\n \"maxBatchSize\": \"32\",\n\n + \ # maxLatency is the default maximum latency in milliseconds for batcher + to wait and collect the batch.\n \"maxLatency\": \"5000\"\n }\n \n # ====================================== + AGENT CONFIGURATION ======================================\n # Example\n agent: + |-\n {\n \"image\" : \"kserve/agent:v0.14.0-rc1\",\n \"memoryRequest\": + \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n + \ \"cpuLimit\": \"1\"\n }\n agent: |-\n {\n # image contains the + default agent image uri.\n \"image\" : \"kserve/agent:v0.14.0-rc1\",\n \n # + memoryRequest is the requests.memory to set for the agent container.\n \"memoryRequest\": + \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the agent + container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is + the requests.cpu to set for the agent container.\n \"cpuRequest\": \"100m\",\n + \ \n # cpuLimit is the limits.cpu to set for the agent container.\n + \ \"cpuLimit\": \"1\"\n }\n \n # ====================================== + ROUTER CONFIGURATION ======================================\n # Example\n router: + |-\n {\n \"image\" : \"kserve/router:v0.14.0-rc1\",\n \"memoryRequest\": + \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n + \ \"cpuLimit\": \"1\",\n \"headers\": {\n \"propagate\": []\n + \ }\n }\n # router is the implementation of inference graph.\n router: + |-\n {\n # image contains the default router image uri.\n \"image\" + : \"kserve/router:v0.14.0-rc1\",\n \n # memoryRequest is the requests.memory + to set for the router container.\n \"memoryRequest\": \"100Mi\",\n \n + \ # memoryLimit is the limits.memory to set for the router container.\n \"memoryLimit\": + \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the router + container.\n \"cpuRequest\": \"100m\",\n \n # cpuLimit is the + limits.cpu to set for the router container.\n \"cpuLimit\": \"1\",\n \n + \ # Propagate the specified headers to all the steps specified in an InferenceGraph. + \n # You can either specify the exact header names or use [Golang supported + regex patterns]\n # (https://pkg.go.dev/regexp/syntax@go1.21.3#hdr-Syntax) + to propagate multiple headers.\n \"headers\": {\n \"propagate\": + [\n \"Authorization\",\n \"Test-Header-*\",\n \"*Trace-Id*\"\n + \ ]\n }\n }\n \n # ====================================== DEPLOYMENT + CONFIGURATION ======================================\n # Example\n deploy: |-\n + \ {\n \"defaultDeploymentMode\": \"Serverless\"\n }\n deploy: |-\n {\n + \ # defaultDeploymentMode specifies the default deployment mode of the kserve. + The supported values are\n # Serverless, RawDeployment and ModelMesh. Users + can override the deployment mode at service level\n # by adding the annotation + serving.kserve.io/deploymentMode.For more info on deployment mode visit\n # + Serverless https://kserve.github.io/website/master/admin/serverless/serverless/\n + \ # RawDeployment https://kserve.github.io/website/master/admin/kubernetes_deployment/\n + \ # ModelMesh https://kserve.github.io/website/master/admin/modelmesh/\n \"defaultDeploymentMode\": + \"Serverless\"\n }\n \n # ====================================== METRICS CONFIGURATION + ======================================\n # Example\n metricsAggregator: |-\n {\n + \ \"enableMetricAggregation\": \"false\",\n \"enablePrometheusScraping\" + : \"false\"\n }\n # For more info see https://github.com/kserve/kserve/blob/master/qpext/README.md\n + metricsAggregator: |-\n {\n # enableMetricAggregation configures metric + aggregation annotation. This adds the annotation serving.kserve.io/enable-metric-aggregation + to every\n # service with the specified boolean value. If true enables metric + aggregation in queue-proxy by setting env vars in the queue proxy container\n + \ # to configure scraping ports.\n \"enableMetricAggregation\": \"false\",\n + \ \n # enablePrometheusScraping configures metric aggregation annotation. + This adds the annotation serving.kserve.io/enable-metric-aggregation to every\n + \ # service with the specified boolean value. If true, prometheus annotations + are added to the pod. If serving.kserve.io/enable-metric-aggregation is false,\n + \ # the prometheus port is set with the default prometheus scraping port 9090, + otherwise the prometheus port annotation is set with the metric aggregation port.\n + \ \"enablePrometheusScraping\" : \"false\"\n }\n \n # ====================================== + LOCALMODEL CONFIGURATION ======================================\n # Example\n + localModel: |-\n {\n \"enabled\": false,\n # jobNamespace specifies + the namespace where the download job will be created.\n \"jobNamespace\": + \"kserve-localmodel-jobs\",\n # defaultJobImage specifies the default image + used for the download job.\n \"defaultJobImage\" : \"kserve/storage-initializer:v0.14.0-rc1\",\n + \ # Kubernetes modifies the filesystem group ID on the attached volume.\n \"FSGroup\": + 1000\n }" + agent: |- + { + "image" : "kserve/agent:v0.14.0-rc1", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } + batcher: |- + { + "image" : "kserve/agent:v0.14.0-rc1", + "memoryRequest": "1Gi", + "memoryLimit": "1Gi", + "cpuRequest": "1", + "cpuLimit": "1", + "maxBatchSize": "32", + "maxLatency": "5000" + } + credentials: |- + { + "storageSpecSecretName": "storage-config", + "storageSecretNameAnnotation": "serving.kserve.io/storageSecretName", + "gcs": { + "gcsCredentialFileName": "gcloud-application-credentials.json" + }, + "s3": { + "s3AccessKeyIDName": "AWS_ACCESS_KEY_ID", + "s3SecretAccessKeyName": "AWS_SECRET_ACCESS_KEY", + "s3Endpoint": "", + "s3UseHttps": "", + "s3Region": "", + "s3VerifySSL": "", + "s3UseVirtualBucket": "", + "s3UseAccelerate": "", + "s3UseAnonymousCredential": "", + "s3CABundle": "" + } + } + deploy: |- + { + "defaultDeploymentMode": "Serverless" + } + explainers: |- + { + "art": { + "image" : "kserve/art-explainer", + "defaultImageVersion": "latest" + } + } + ingress: |- + { + "ingressGateway" : "knative-serving/knative-ingress-gateway", + "localGateway" : "knative-serving/knative-local-gateway", + "localGatewayService" : "knative-local-gateway.istio-system.svc.cluster.local", + "ingressDomain" : "example.com", + "ingressClassName" : "istio", + "domainTemplate": "{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}", + "urlScheme": "http", + "disableIstioVirtualHost": false, + "disableIngressCreation": false + } + localModel: |- + { + "enabled": false, + "jobNamespace": "kserve-localmodel-jobs", + "defaultJobImage" : "kserve/storage-initializer:v0.14.0-rc1", + "FSGroup": 1000 + } + logger: |- + { + "image" : "kserve/agent:v0.14.0-rc1", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1", + "defaultUrl": "http://default-broker" + } + metricsAggregator: |- + { + "enableMetricAggregation": "false", + "enablePrometheusScraping" : "false" + } + router: |- + { + "image" : "kserve/router:v0.14.0-rc1", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } + storageInitializer: |- + { + "image" : "kserve/storage-initializer:v0.14.0-rc1", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1", + "caBundleConfigMapName": "", + "caBundleVolumeMountPath": "/etc/ssl/custom-certs", + "enableDirectPvcVolumeMount": true, + "enableModelcar": false, + "cpuModelcar": "10m", + "memoryModelcar": "15Mi" + } +kind: ConfigMap +metadata: + name: inferenceservice-config + namespace: kserve +--- +apiVersion: v1 +kind: Secret +metadata: + name: kserve-webhook-server-secret + namespace: kserve +--- +apiVersion: v1 +kind: Service +metadata: + annotations: + prometheus.io/port: "8443" + prometheus.io/scheme: https + prometheus.io/scrape: "true" + labels: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager-metrics-service + namespace: kserve +spec: + ports: + - name: https + port: 8443 + targetPort: https + selector: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" +--- +apiVersion: v1 +kind: Service +metadata: + labels: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager-service + namespace: kserve +spec: + ports: + - port: 8443 + protocol: TCP + targetPort: https + selector: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" +--- +apiVersion: v1 +kind: Service +metadata: + name: kserve-webhook-server-service + namespace: kserve +spec: + ports: + - port: 443 + targetPort: webhook-server + selector: + control-plane: kserve-controller-manager +--- +apiVersion: apps/v1 +kind: Deployment +metadata: + labels: + app.kubernetes.io/name: kserve-controller-manager + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager + namespace: kserve +spec: + selector: + matchLabels: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + template: + metadata: + annotations: + kubectl.kubernetes.io/default-container: manager + labels: + app.kubernetes.io/name: kserve-controller-manager + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + spec: + containers: + - args: + - --metrics-addr=127.0.0.1:8080 + - --leader-elect + command: + - /manager + env: + - name: POD_NAMESPACE + valueFrom: + fieldRef: + fieldPath: metadata.namespace + - name: SECRET_NAME + value: kserve-webhook-server-cert + image: kserve/kserve-controller:v0.14.0-rc1 + imagePullPolicy: Always + livenessProbe: + failureThreshold: 5 + httpGet: + path: /healthz + port: 8081 + initialDelaySeconds: 10 + timeoutSeconds: 5 + name: manager + ports: + - containerPort: 9443 + name: webhook-server + protocol: TCP + readinessProbe: + failureThreshold: 10 + httpGet: + path: /readyz + port: 8081 + initialDelaySeconds: 10 + periodSeconds: 5 + timeoutSeconds: 5 + resources: + limits: + cpu: 100m + memory: 300Mi + requests: + cpu: 100m + memory: 200Mi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true + volumeMounts: + - mountPath: /tmp/k8s-webhook-server/serving-certs + name: cert + readOnly: true + - args: + - --secure-listen-address=0.0.0.0:8443 + - --upstream=http://127.0.0.1:8080/ + - --logtostderr=true + - --v=10 + image: quay.io/brancz/kube-rbac-proxy:v0.18.0 + name: kube-rbac-proxy + ports: + - containerPort: 8443 + name: https + protocol: TCP + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true + securityContext: + runAsNonRoot: true + serviceAccountName: kserve-controller-manager + terminationGracePeriodSeconds: 10 + volumes: + - name: cert + secret: + defaultMode: 420 + secretName: kserve-webhook-server-cert +--- +apiVersion: apps/v1 +kind: Deployment +metadata: + labels: + app.kubernetes.io/name: kserve-localmodel-controller-manager + control-plane: kserve-localmodel-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-localmodel-controller-manager + namespace: kserve +spec: + selector: + matchLabels: + control-plane: kserve-localmodel-controller-manager + controller-tools.k8s.io: "1.0" + template: + metadata: + annotations: + kubectl.kubernetes.io/default-container: manager + labels: + app.kubernetes.io/name: kserve-localmodel-controller-manager + control-plane: kserve-localmodel-controller-manager + controller-tools.k8s.io: "1.0" + spec: + containers: + - command: + - /manager + env: + - name: POD_NAMESPACE + valueFrom: + fieldRef: + fieldPath: metadata.namespace + image: kserve/kserve-localmodel-controller:v0.14.0-rc1 + imagePullPolicy: Always + name: manager + resources: + limits: + cpu: 100m + memory: 300Mi + requests: + cpu: 100m + memory: 200Mi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true + securityContext: + runAsNonRoot: true + serviceAccountName: kserve-localmodel-controller-manager + terminationGracePeriodSeconds: 10 +--- +apiVersion: cert-manager.io/v1 +kind: Certificate +metadata: + name: serving-cert + namespace: kserve +spec: + commonName: kserve-webhook-server-service.kserve.svc + dnsNames: + - kserve-webhook-server-service.kserve.svc + issuerRef: + kind: Issuer + name: selfsigned-issuer + secretName: kserve-webhook-server-cert +--- +apiVersion: cert-manager.io/v1 +kind: Issuer +metadata: + name: selfsigned-issuer + namespace: kserve +spec: + selfSigned: {} +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: MutatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: inferenceservice.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /mutate-serving-kserve-io-v1beta1-inferenceservice + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.defaulter + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1beta1 + operations: + - CREATE + - UPDATE + resources: + - inferenceservices + sideEffects: None +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /mutate-pods + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.pod-mutator + namespaceSelector: + matchExpressions: + - key: control-plane + operator: DoesNotExist + objectSelector: + matchExpressions: + - key: serving.kserve.io/inferenceservice + operator: Exists + reinvocationPolicy: IfNeeded + rules: + - apiGroups: + - "" + apiVersions: + - v1 + operations: + - CREATE + resources: + - pods + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: clusterservingruntime.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /validate-serving-kserve-io-v1alpha1-clusterservingruntime + failurePolicy: Fail + name: clusterservingruntime.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - clusterservingruntimes + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: inferencegraph.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /validate-serving-kserve-io-v1alpha1-inferencegraph + failurePolicy: Fail + name: inferencegraph.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - inferencegraphs + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: inferenceservice.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /validate-serving-kserve-io-v1beta1-inferenceservice + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1beta1 + operations: + - CREATE + - UPDATE + resources: + - inferenceservices + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: servingruntime.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /validate-serving-kserve-io-v1alpha1-servingruntime + failurePolicy: Fail + name: servingruntime.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - servingruntimes + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: trainedmodel.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /validate-serving-kserve-io-v1alpha1-trainedmodel + failurePolicy: Fail + name: trainedmodel.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - trainedmodels + sideEffects: None diff --git a/install/v0.14.0-rc1/kserve_kubeflow.yaml b/install/v0.14.0-rc1/kserve_kubeflow.yaml new file mode 100644 index 00000000000..1cf31130c3f --- /dev/null +++ b/install/v0.14.0-rc1/kserve_kubeflow.yaml @@ -0,0 +1,24782 @@ +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: clusterlocalmodels.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterLocalModel + listKind: ClusterLocalModelList + plural: clusterlocalmodels + singular: clusterlocalmodel + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + modelSize: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + nodeGroup: + type: string + sourceModelUri: + type: string + x-kubernetes-validations: + - message: StorageUri is immutable + rule: self == oldSelf + required: + - modelSize + - nodeGroup + - sourceModelUri + type: object + status: + properties: + copies: + properties: + available: + type: integer + failed: + type: integer + total: + type: integer + type: object + inferenceServices: + items: + properties: + name: + type: string + namespace: + type: string + type: object + type: array + nodeStatus: + additionalProperties: + enum: + - "" + - NodeNotReady + - NodeDownloadPending + - NodeDownloading + - NodeDownloaded + - NodeDownloadError + - NodeDeleting + - NodeDeletionError + - NodeDeleted + type: string + type: object + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: clusterservingruntimes.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterServingRuntime + listKind: ClusterServingRuntimeList + plural: clusterservingruntimes + singular: clusterservingruntime + scope: Cluster + versions: + - additionalPrinterColumns: + - jsonPath: .spec.disabled + name: Disabled + type: boolean + - jsonPath: .spec.supportedModelFormats[*].name + name: ModelType + type: string + - jsonPath: .spec.containers[*].name + name: Containers + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + builtInAdapter: + properties: + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + memBufferBytes: + type: integer + modelLoadingTimeoutMillis: + type: integer + runtimeManagementPort: + type: integer + serverType: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + disabled: + type: boolean + grpcDataEndpoint: + type: string + grpcEndpoint: + type: string + hostIPC: + type: boolean + httpDataEndpoint: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + multiModel: + type: boolean + nodeSelector: + additionalProperties: + type: string + type: object + protocolVersions: + items: + type: string + type: array + replicas: + type: integer + storageHelper: + properties: + disabled: + type: boolean + type: object + supportedModelFormats: + items: + properties: + autoSelect: + type: boolean + name: + type: string + priority: + format: int32 + minimum: 1 + type: integer + version: + type: string + required: + - name + type: object + type: array + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + required: + - containers + type: object + status: + type: object + type: object + served: true + storage: true + subresources: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: clusterstoragecontainers.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterStorageContainer + listKind: ClusterStorageContainerList + plural: clusterstoragecontainers + singular: clusterstoragecontainer + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + disabled: + type: boolean + kind: + type: string + metadata: + type: object + spec: + properties: + container: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + supportedUriFormats: + items: + properties: + prefix: + type: string + regex: + type: string + type: object + type: array + workloadType: + default: initContainer + type: string + required: + - container + - supportedUriFormats + type: object + type: object + served: true + storage: true +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferencegraphs.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: InferenceGraph + listKind: InferenceGraphList + plural: inferencegraphs + shortNames: + - ig + singular: inferencegraph + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodes: + additionalProperties: + properties: + routerType: + enum: + - Sequence + - Splitter + - Ensemble + - Switch + type: string + steps: + items: + properties: + condition: + type: string + data: + type: string + dependency: + enum: + - Soft + - Hard + type: string + name: + type: string + nodeName: + type: string + serviceName: + type: string + serviceUrl: + type: string + weight: + format: int64 + type: integer + type: object + type: array + required: + - routerType + type: object + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + timeout: + format: int64 + type: integer + required: + - nodes + type: object + status: + properties: + annotations: + additionalProperties: + type: string + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + controller-gen.kubebuilder.io/version: v0.16.2 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferenceservices.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: InferenceService + listKind: InferenceServiceList + plural: inferenceservices + shortNames: + - isvc + singular: inferenceservice + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .status.components.predictor.traffic[?(@.tag=='prev')].percent + name: Prev + type: integer + - jsonPath: .status.components.predictor.traffic[?(@.latestRevision==true)].percent + name: Latest + type: integer + - jsonPath: .status.components.predictor.traffic[?(@.tag=='prev')].revisionName + name: PrevRolledoutRevision + type: string + - jsonPath: .status.components.predictor.traffic[?(@.latestRevision==true)].revisionName + name: LatestReadyRevision + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1beta1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + explainer: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + art: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + config: + additionalProperties: + type: string + type: object + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + type: + type: string + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + deploymentStrategy: + properties: + rollingUpdate: + properties: + maxSurge: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + maxUnavailable: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + type: + type: string + type: object + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + x-kubernetes-list-type: atomic + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + x-kubernetes-list-type: atomic + searches: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + x-kubernetes-list-type: atomic + ip: + type: string + required: + - ip + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + logger: + properties: + metadataHeaders: + items: + type: string + type: array + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + x-kubernetes-list-type: atomic + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + type: object + predictor: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + deploymentStrategy: + properties: + rollingUpdate: + properties: + maxSurge: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + maxUnavailable: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + type: + type: string + type: object + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + x-kubernetes-list-type: atomic + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + x-kubernetes-list-type: atomic + searches: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + x-kubernetes-list-type: atomic + ip: + type: string + required: + - ip + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + huggingface: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + lightgbm: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + logger: + properties: + metadataHeaders: + items: + type: string + type: array + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + model: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + modelFormat: + properties: + name: + type: string + version: + type: string + required: + - name + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtime: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + onnx: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + paddle: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + pmml: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + pytorch: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + x-kubernetes-list-type: atomic + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + sklearn: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + subdomain: + type: string + tensorflow: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + triton: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + xgboost: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + type: object + transformer: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + deploymentStrategy: + properties: + rollingUpdate: + properties: + maxSurge: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + maxUnavailable: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + type: + type: string + type: object + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + x-kubernetes-list-type: atomic + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + x-kubernetes-list-type: atomic + searches: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + x-kubernetes-list-type: atomic + ip: + type: string + required: + - ip + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + logger: + properties: + metadataHeaders: + items: + type: string + type: array + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + x-kubernetes-list-type: atomic + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + type: object + required: + - predictor + type: object + status: + properties: + address: + properties: + CACerts: + type: string + audience: + type: string + name: + type: string + url: + type: string + type: object + annotations: + additionalProperties: + type: string + type: object + components: + additionalProperties: + properties: + address: + properties: + CACerts: + type: string + audience: + type: string + name: + type: string + url: + type: string + type: object + grpcUrl: + type: string + latestCreatedRevision: + type: string + latestReadyRevision: + type: string + latestRolledoutRevision: + type: string + previousRolledoutRevision: + type: string + restUrl: + type: string + traffic: + items: + properties: + configurationName: + type: string + latestRevision: + type: boolean + percent: + format: int64 + type: integer + revisionName: + type: string + tag: + type: string + url: + type: string + type: object + type: array + url: + type: string + type: object + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + modelStatus: + properties: + copies: + properties: + failedCopies: + default: 0 + type: integer + totalCopies: + type: integer + required: + - failedCopies + type: object + lastFailureInfo: + properties: + exitCode: + format: int32 + type: integer + location: + type: string + message: + type: string + modelRevisionName: + type: string + reason: + enum: + - ModelLoadFailed + - RuntimeUnhealthy + - RuntimeDisabled + - NoSupportingRuntime + - RuntimeNotRecognized + - InvalidPredictorSpec + type: string + time: + format: date-time + type: string + type: object + states: + properties: + activeModelState: + default: Pending + enum: + - "" + - Pending + - Standby + - Loading + - Loaded + - FailedToLoad + type: string + targetModelState: + default: "" + enum: + - "" + - Pending + - Standby + - Loading + - Loaded + - FailedToLoad + type: string + required: + - activeModelState + type: object + transitionStatus: + default: UpToDate + enum: + - "" + - UpToDate + - InProgress + - BlockedByFailedLoad + - InvalidSpec + type: string + required: + - transitionStatus + type: object + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + x-kubernetes-preserve-unknown-fields: true + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: localmodelnodegroups.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: LocalModelNodeGroup + listKind: LocalModelNodeGroupList + plural: localmodelnodegroups + singular: localmodelnodegroup + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + persistentVolumeClaimSpec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + persistentVolumeSpec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + secretNamespace: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + capacity: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + claimRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + resourceVersion: + type: string + uid: + type: string + type: object + x-kubernetes-map-type: granular + csi: + properties: + controllerExpandSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + controllerPublishSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + driver: + type: string + fsType: + type: string + nodeExpandSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + nodePublishSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + nodeStageSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + volumeHandle: + type: string + required: + - driver + - volumeHandle + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + glusterfs: + properties: + endpoints: + type: string + endpointsNamespace: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + local: + properties: + fsType: + type: string + path: + type: string + required: + - path + type: object + mountOptions: + items: + type: string + type: array + x-kubernetes-list-type: atomic + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + nodeAffinity: + properties: + required: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + persistentVolumeReclaimPolicy: + type: string + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + storageClassName: + type: string + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + resourceVersion: + type: string + uid: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + volumeAttributesClassName: + type: string + volumeMode: + type: string + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + type: object + storageLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + required: + - persistentVolumeClaimSpec + - persistentVolumeSpec + - storageLimit + type: object + status: + properties: + available: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + used: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + served: true + storage: true +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: servingruntimes.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ServingRuntime + listKind: ServingRuntimeList + plural: servingruntimes + singular: servingruntime + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .spec.disabled + name: Disabled + type: boolean + - jsonPath: .spec.supportedModelFormats[*].name + name: ModelType + type: string + - jsonPath: .spec.containers[*].name + name: Containers + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + builtInAdapter: + properties: + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + memBufferBytes: + type: integer + modelLoadingTimeoutMillis: + type: integer + runtimeManagementPort: + type: integer + serverType: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + disabled: + type: boolean + grpcDataEndpoint: + type: string + grpcEndpoint: + type: string + hostIPC: + type: boolean + httpDataEndpoint: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + multiModel: + type: boolean + nodeSelector: + additionalProperties: + type: string + type: object + protocolVersions: + items: + type: string + type: array + replicas: + type: integer + storageHelper: + properties: + disabled: + type: boolean + type: object + supportedModelFormats: + items: + properties: + autoSelect: + type: boolean + name: + type: string + priority: + format: int32 + minimum: 1 + type: integer + version: + type: string + required: + - name + type: object + type: array + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + required: + - containers + type: object + status: + type: object + type: object + served: true + storage: true + subresources: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: trainedmodels.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: TrainedModel + listKind: TrainedModelList + plural: trainedmodels + shortNames: + - tm + singular: trainedmodel + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + inferenceService: + type: string + model: + properties: + framework: + type: string + memory: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + storageUri: + type: string + required: + - framework + - memory + - storageUri + type: object + required: + - inferenceService + - model + type: object + status: + properties: + address: + properties: + CACerts: + type: string + audience: + type: string + name: + type: string + url: + type: string + type: object + annotations: + additionalProperties: + type: string + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: v1 +kind: ServiceAccount +metadata: + labels: + app: kserve + app.kubernetes.io/instance: kserve-controller-manager + app.kubernetes.io/managed-by: kserve-controller-manager + app.kubernetes.io/name: kserve + name: kserve-controller-manager + namespace: kubeflow +--- +apiVersion: v1 +kind: ServiceAccount +metadata: + labels: + app: kserve + app.kubernetes.io/instance: kserve-localmodel-controller-manager + app.kubernetes.io/managed-by: kserve-localmodel-controller-manager + app.kubernetes.io/name: kserve + name: kserve-localmodel-controller-manager + namespace: kubeflow +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: Role +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-leader-election-role + namespace: kubeflow +rules: + - apiGroups: + - coordination.k8s.io + resources: + - leases + verbs: + - create + - get + - list + - update + - apiGroups: + - "" + resources: + - configmaps + verbs: + - get + - list + - watch + - create + - update + - patch + - delete + - apiGroups: + - "" + resources: + - configmaps/status + verbs: + - get + - update + - patch + - apiGroups: + - "" + resources: + - events + verbs: + - create +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-localmodel-manager-role +rules: + - apiGroups: + - "" + resources: + - configmaps + verbs: + - get + - apiGroups: + - "" + resources: + - nodes + verbs: + - get + - list + - watch + - apiGroups: + - "" + resources: + - nodes/status + verbs: + - get + - watch + - apiGroups: + - "" + resources: + - persistentvolumeclaims + - persistentvolumes + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - batch + resources: + - jobs + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - batch + resources: + - jobs/status + verbs: + - get + - apiGroups: + - serving.kserve.io + resources: + - clusterlocalmodels + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.kserve.io + resources: + - clusterlocalmodels/status + verbs: + - get + - patch + - update + - apiGroups: + - serving.kserve.io + resources: + - clusterstoragecontainers + - inferenceservices + - localmodelnodegroups + verbs: + - get + - list + - watch +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-manager-role +rules: + - apiGroups: + - "" + resources: + - configmaps + verbs: + - create + - get + - update + - apiGroups: + - "" + resources: + - events + - services + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - "" + resources: + - namespaces + - pods + verbs: + - get + - list + - watch + - apiGroups: + - "" + resources: + - secrets + - serviceaccounts + verbs: + - get + - apiGroups: + - admissionregistration.k8s.io + resources: + - mutatingwebhookconfigurations + - validatingwebhookconfigurations + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - apps + resources: + - deployments + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - autoscaling + resources: + - horizontalpodautoscalers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - networking.istio.io + resources: + - virtualservices + - virtualservices/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - networking.istio.io + resources: + - virtualservices/status + verbs: + - get + - patch + - update + - apiGroups: + - networking.k8s.io + resources: + - ingresses + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.knative.dev + resources: + - services + - services/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.knative.dev + resources: + - services/status + verbs: + - get + - patch + - update + - apiGroups: + - serving.kserve.io + resources: + - clusterlocalmodels + verbs: + - get + - list + - apiGroups: + - serving.kserve.io + resources: + - clusterservingruntimes + - clusterservingruntimes/finalizers + - clusterstoragecontainers + - inferencegraphs + - inferencegraphs/finalizers + - inferenceservices + - inferenceservices/finalizers + - servingruntimes + - servingruntimes/finalizers + - trainedmodels + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.kserve.io + resources: + - clusterservingruntimes/status + - inferencegraphs/status + - inferenceservices/status + - servingruntimes/status + - trainedmodels/status + verbs: + - get + - patch + - update +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-proxy-role +rules: + - apiGroups: + - authentication.k8s.io + resources: + - tokenreviews + verbs: + - create + - apiGroups: + - authorization.k8s.io + resources: + - subjectaccessreviews + verbs: + - create +--- +aggregationRule: + clusterRoleSelectors: + - matchLabels: + rbac.authorization.kubeflow.org/aggregate-to-kubeflow-kserve-admin: "true" +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + rbac.authorization.kubeflow.org/aggregate-to-kubeflow-admin: "true" + name: kubeflow-kserve-admin +rules: [] +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + rbac.authorization.kubeflow.org/aggregate-to-kubeflow-edit: "true" + rbac.authorization.kubeflow.org/aggregate-to-kubeflow-kserve-admin: "true" + name: kubeflow-kserve-edit +rules: + - apiGroups: + - serving.kserve.io + resources: + - inferenceservices + - servingruntimes + verbs: + - get + - list + - watch + - create + - delete + - deletecollection + - patch + - update + - apiGroups: + - serving.knative.dev + resources: + - services + - services/status + - routes + - routes/status + - configurations + - configurations/status + - revisions + - revisions/status + verbs: + - get + - list + - watch + - create + - delete + - deletecollection + - patch + - update +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + rbac.authorization.kubeflow.org/aggregate-to-kubeflow-view: "true" + name: kubeflow-kserve-view +rules: + - apiGroups: + - serving.kserve.io + resources: + - inferenceservices + - servingruntimes + verbs: + - get + - list + - watch + - apiGroups: + - serving.knative.dev + resources: + - services + - services/status + - routes + - routes/status + - configurations + - configurations/status + - revisions + - revisions/status + verbs: + - get + - list +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: RoleBinding +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-leader-election-rolebinding + namespace: kubeflow +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: Role + name: kserve-leader-election-role +subjects: + - kind: ServiceAccount + name: kserve-controller-manager + namespace: kubeflow +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-localmodel-manager-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-localmodel-manager-role +subjects: + - kind: ServiceAccount + name: kserve-localmodel-controller-manager + namespace: kubeflow +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-manager-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-manager-role +subjects: + - kind: ServiceAccount + name: kserve-controller-manager + namespace: kubeflow +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-proxy-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-proxy-role +subjects: + - kind: ServiceAccount + name: kserve-controller-manager + namespace: kubeflow +--- +apiVersion: v1 +data: + _example: "################################\n# #\n# EXAMPLE CONFIGURATION #\n# #\n################################\n\n# This block is not actually functional configuration,\n# but serves to illustrate the available configuration\n# options and document them in a way that is accessible\n# to users that `kubectl edit` this config map.\n#\n# These sample configuration options may be copied out of\n# this example block and unindented to be in the data block\n# to actually change the configuration.\n\n# ====================================== EXPLAINERS CONFIGURATION ======================================\n# Example\nexplainers: |-\n {\n \"art\": {\n \"image\" : \"kserve/art-explainer\",\n \"defaultImageVersion\": \"latest\"\n }\n }\n# Art Explainer runtime configuration\n explainers: |-\n {\n # Art explainer runtime configuration\n \"art\": {\n # image contains the default Art explainer serving runtime image uri.\n \"image\" : \"kserve/art-explainer\",\n \n # defautltImageVersion contains the Art explainer serving runtime default image version.\n \"defaultImageVersion\": \"latest\"\n }\n }\n \n # ====================================== STORAGE INITIALIZER CONFIGURATION ======================================\n # Example\n storageInitializer: |-\n {\n \"image\" : \"kserve/storage-initializer:v0.14.0-rc1\",\n \"memoryRequest\": \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n \"cpuLimit\": \"1\",\n \"caBundleConfigMapName\": \"\",\n \"caBundleVolumeMountPath\": \"/etc/ssl/custom-certs\",\n \"enableDirectPvcVolumeMount\": false,\n \"enableModelcar\": false,\n \"cpuModelcar\": \"10m\",\n \"memoryModelcar\": \"15Mi\"\n }\n storageInitializer: |-\n {\n # image contains the default storage initializer image uri.\n \"image\" : \"kserve/storage-initializer:v0.14.0-rc1\",\n \n # memoryRequest is the requests.memory to set for the storage initializer init container.\n \"memoryRequest\": \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the storage initializer init container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the storage initializer init container.\n \"cpuRequest\": \"100m\",\n \n # cpuLimit is the limits.cpu to set for the storage initializer init container.\n \"cpuLimit\": \"1\",\n \n # caBundleConfigMapName is the ConfigMap will be copied to a user namespace for the storage initializer init container.\n \"caBundleConfigMapName\": \"\",\n\n # caBundleVolumeMountPath is the mount point for the configmap set by caBundleConfigMapName for the storage initializer init container.\n \"caBundleVolumeMountPath\": \"/etc/ssl/custom-certs\",\n\n # enableDirectPvcVolumeMount controls whether users can mount pvc volumes directly.\n # if pvc volume is provided in storageuri then the pvc volume is directly mounted to /mnt/models in the user container.\n # rather than symlink it to a shared volume. For more info see https://github.com/kserve/kserve/issues/2737\n \"enableDirectPvcVolumeMount\": true,\n\n # enableModelcar enabled allows you to directly access an OCI container image by\n # using a source URL with an \"oci://\" schema.\n \"enableModelcar\": false,\n\n # cpuModelcar is the cpu request and limit that is used for the passive modelcar container. It can be\n # set very low, but should be allowed by any Kubernetes LimitRange that might apply.\n \"cpuModelcar\": \"10m\",\n\n # cpuModelcar is the memory request and limit that is used for the passive modelcar container. It can be\n # set very low, but should be allowed by any Kubernetes LimitRange that might apply.\n \"memoryModelcar\": \"15Mi\",\n\n # uidModelcar is the UID under with which the modelcar process and the main container is running.\n # Some Kubernetes clusters might require this to be root (0). If not set the user id is left untouched (default)\n \"uidModelcar\": 10\n }\n \n # ====================================== CREDENTIALS ======================================\n # Example\n credentials: |-\n {\n \"storageSpecSecretName\": \"storage-config\",\n \"storageSecretNameAnnotation\": \"serving.kserve.io/storageSecretName\",\n \"gcs\": {\n \"gcsCredentialFileName\": \"gcloud-application-credentials.json\"\n },\n \"s3\": {\n \"s3AccessKeyIDName\": \"AWS_ACCESS_KEY_ID\",\n \"s3SecretAccessKeyName\": \"AWS_SECRET_ACCESS_KEY\",\n \"s3Endpoint\": \"\",\n \"s3UseHttps\": \"\",\n \"s3Region\": \"\",\n \"s3VerifySSL\": \"\",\n \"s3UseVirtualBucket\": \"\",\n \"s3UseAccelerate\": \"\",\n \"s3UseAnonymousCredential\": \"\",\n \"s3CABundle\": \"\"\n }\n }\n # This is a global configuration used for downloading models from the cloud storage.\n # You can override this configuration by specifying the annotations on service account or static secret.\n # https://kserve.github.io/website/master/modelserving/storage/s3/s3/\n # For a quick reference about AWS ENV variables:\n # AWS Cli: https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-envvars.html\n # Boto: https://boto3.amazonaws.com/v1/documentation/api/latest/guide/configuration.html#using-environment-variables\n #\n # The `s3AccessKeyIDName` and `s3SecretAccessKeyName` fields are only used from this configmap when static credentials (IAM User Access Key Secret)\n # are used as the authentication method for AWS S3.\n # The rest of the fields are used in both authentication methods (IAM Role for Service Account & IAM User Access Key Secret) if a non-empty value is provided.\n credentials: |-\n {\n # storageSpecSecretName contains the secret name which has the credentials for downloading the model.\n # This option is used when specifying the storage spec on isvc yaml.\n \"storageSpecSecretName\": \"storage-config\",\n\n # The annotation can be specified on isvc yaml to allow overriding with the secret name reference from the annotation value.\n # When using storageUri the order of the precedence is: secret name reference annotation > secret name references from service account\n # When using storageSpec the order of the precedence is: secret name reference annotation > storageSpecSecretName in configmap\n\n # Configuration for google cloud storage\n \"gcs\": {\n # gcsCredentialFileName specifies the filename of the gcs credential\n \"gcsCredentialFileName\": \"gcloud-application-credentials.json\"\n },\n \n # Configuration for aws s3 storage. This add the corresponding environmental variables to the storage initializer init container.\n # For more info on s3 storage see https://kserve.github.io/website/master/modelserving/storage/s3/s3/\n \"s3\": {\n # s3AccessKeyIDName specifies the s3 access key id name\n \"s3AccessKeyIDName\": \"AWS_ACCESS_KEY_ID\",\n \n # s3SecretAccessKeyName specifies the s3 secret access key name\n \"s3SecretAccessKeyName\": \"AWS_SECRET_ACCESS_KEY\",\n \n # s3Endpoint specifies the s3 endpoint\n \"s3Endpoint\": \"\",\n \n # s3UseHttps controls whether to use secure https or unsecure http to download models.\n # Allowed values are 0 and 1.\n \"s3UseHttps\": \"\",\n \n # s3Region specifies the region of the bucket.\n \"s3Region\": \"\",\n \n # s3VerifySSL controls whether to verify the tls/ssl certificate.\n \"s3VerifySSL\": \"\",\n \n # s3UseVirtualBucket configures whether it is a virtual bucket or not.\n \"s3UseVirtualBucket\": \"\",\n\n # s3UseAccelerate configures whether to use transfer acceleration.\n \"s3UseAccelerate\": \"\",\n \n # s3UseAnonymousCredential configures whether to use anonymous credentials to download the model or not.\n \"s3UseAnonymousCredential\": \"\",\n \n # s3CABundle specifies the path to a certificate bundle to use for HTTPS certificate validation.\n \"s3CABundle\": \"\"\n }\n }\n \n # ====================================== INGRESS CONFIGURATION ======================================\n # Example\n ingress: |-\n {\n \"ingressGateway\" : \"knative-serving/knative-ingress-gateway\",\n \"localGateway\" : \"knative-serving/knative-local-gateway\",\n \"localGatewayService\" : \"knative-local-gateway.istio-system.svc.cluster.local\",\n \"ingressDomain\" : \"example.com\",\n \"additionalIngressDomains\": [\"additional-example.com\", \"additional-example-1.com\"],\n \"ingressClassName\" : \"istio\",\n \"domainTemplate\": \"{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}\",\n \"urlScheme\": \"http\",\n \"disableIstioVirtualHost\": false,\n \"disableIngressCreation\": false\n }\n ingress: |-\n {\n # ingressGateway specifies the ingress gateway to serve external traffic.\n # The gateway should be specified in format /\n # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer.\n \"ingressGateway\" : \"knative-serving/knative-ingress-gateway\",\n \n # knativeLocalGatewayService specifies the hostname of the Knative's local gateway service.\n # The default KServe configurations are re-using the Istio local gateways for Knative. In this case, this\n # knativeLocalGatewayService field can be left unset. When unset, the value of \"localGatewayService\" will be used.\n # However, sometimes it may be better to have local gateways specifically for KServe (e.g. when enabling strict mTLS in Istio).\n # Under such setups where KServe is needed to have its own local gateways, the values of the \"localGateway\" and\n # \"localGatewayService\" should point to the KServe local gateways. Then, this knativeLocalGatewayService field\n # should point to the Knative's local gateway service.\n # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer.\n \"knativeLocalGatewayService\": \"\",\n \n # localGateway specifies the gateway which handles the network traffic within the cluster.\n # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer.\n \"localGateway\" : \"knative-serving/knative-local-gateway\",\n \n # localGatewayService specifies the hostname of the local gateway service.\n # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer.\n \"localGatewayService\" : \"knative-local-gateway.istio-system.svc.cluster.local\",\n \n # ingressDomain specifies the domain name which is used for creating the url.\n # If ingressDomain is empty then example.com is used as default domain.\n # NOTE: This configuration only applicable for raw deployment.\n \"ingressDomain\" : \"example.com\",\n\n # additionalIngressDomains specifies the additional domain names which are used for creating the url.\n \"additionalIngressDomains\": [\"additional-example.com\", \"additional-example-1.com\"]\n\n # ingressClassName specifies the ingress controller to use for ingress traffic.\n # This is optional and if omitted the default ingress in the cluster is used.\n # https://kubernetes.io/docs/concepts/services-networking/ingress/#default-ingress-class\n # NOTE: This configuration only applicable for raw deployment.\n \"ingressClassName\" : \"istio\",\n \n # domainTemplate specifies the template for generating domain/url for each inference service by combining variable from:\n # Name of the inference service ( {{ .Name}} )\n # Namespace of the inference service ( {{ .Namespace }} )\n # Annotation of the inference service ( {{ .Annotations.key }} )\n # Label of the inference service ( {{ .Labels.key }} )\n # IngressDomain ( {{ .IngressDomain }} )\n # If domain template is empty the default template {{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }} is used.\n # NOTE: This configuration only applicable for raw deployment.\n \"domainTemplate\": \"{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}\",\n \n # urlScheme specifies the url scheme to use for inference service and inference graph.\n # If urlScheme is empty then by default http is used.\n \"urlScheme\": \"http\",\n \n # disableIstioVirtualHost controls whether to use istio as network layer.\n # By default istio is used as the network layer. When DisableIstioVirtualHost is true, KServe does not\n # create the top level virtual service thus Istio is no longer required for serverless mode.\n # By setting this field to true, user can use other networking layers supported by knative.\n # For more info https://github.com/kserve/kserve/pull/2380, https://kserve.github.io/website/master/admin/serverless/kourier_networking/.\n # NOTE: This configuration is only applicable to serverless deployment.\n \"disableIstioVirtualHost\": false,\n\n # disableIngressCreation controls whether to disable ingress creation for raw deployment mode.\n \"disableIngressCreation\": false,\n \n # pathTemplate specifies the template for generating path based url for each inference service.\n # The following variables can be used in the template for generating url.\n # Name of the inference service ( {{ .Name}} )\n # Namespace of the inference service ( {{ .Namespace }} )\n # For more info https://github.com/kserve/kserve/issues/2257.\n # NOTE: This configuration only applicable to serverless deployment.\n \"pathTemplate\": \"/serving/{{ .Namespace }}/{{ .Name }}\"\n }\n \n # ====================================== LOGGER CONFIGURATION ======================================\n # Example\n logger: |-\n {\n \"image\" : \"kserve/agent:v0.14.0-rc1\",\n \"memoryRequest\": \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n \"cpuLimit\": \"1\",\n \"defaultUrl\": \"http://default-broker\"\n }\n logger: |-\n {\n # image contains the default logger image uri.\n \"image\" : \"kserve/agent:v0.14.0-rc1\",\n \n # memoryRequest is the requests.memory to set for the logger container.\n \"memoryRequest\": \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the logger container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the logger container.\n \"cpuRequest\": \"100m\",\n \n # cpuLimit is the limits.cpu to set for the logger container.\n \"cpuLimit\": \"1\",\n \n # defaultUrl specifies the default logger url. If logger is not specified in the resource this url is used.\n \"defaultUrl\": \"http://default-broker\"\n }\n \n # ====================================== BATCHER CONFIGURATION ======================================\n # Example\n batcher: |-\n {\n \"image\" : \"kserve/agent:v0.14.0-rc1\",\n \"memoryRequest\": \"1Gi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"1\",\n \"cpuLimit\": \"1\",\n \"maxBatchSize\": \"32\",\n \"maxLatency\": \"5000\"\n }\n batcher: |-\n {\n # image contains the default batcher image uri.\n \"image\" : \"kserve/agent:v0.14.0-rc1\",\n \n # memoryRequest is the requests.memory to set for the batcher container.\n \"memoryRequest\": \"1Gi\",\n \n # memoryLimit is the limits.memory to set for the batcher container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the batcher container.\n \"cpuRequest\": \"1\",\n \n # cpuLimit is the limits.cpu to set for the batcher container.\n \"cpuLimit\": \"1\"\n\n # maxBatchSize is the default maximum batch size for batcher.\n \"maxBatchSize\": \"32\",\n\n # maxLatency is the default maximum latency in milliseconds for batcher to wait and collect the batch.\n \"maxLatency\": \"5000\"\n }\n \n # ====================================== AGENT CONFIGURATION ======================================\n # Example\n agent: |-\n {\n \"image\" : \"kserve/agent:v0.14.0-rc1\",\n \"memoryRequest\": \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n \"cpuLimit\": \"1\"\n }\n agent: |-\n {\n # image contains the default agent image uri.\n \"image\" : \"kserve/agent:v0.14.0-rc1\",\n \n # memoryRequest is the requests.memory to set for the agent container.\n \"memoryRequest\": \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the agent container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the agent container.\n \"cpuRequest\": \"100m\",\n \n # cpuLimit is the limits.cpu to set for the agent container.\n \"cpuLimit\": \"1\"\n }\n \n # ====================================== ROUTER CONFIGURATION ======================================\n # Example\n router: |-\n {\n \"image\" : \"kserve/router:v0.14.0-rc1\",\n \"memoryRequest\": \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n \"cpuLimit\": \"1\",\n \"headers\": {\n \"propagate\": []\n }\n }\n # router is the implementation of inference graph.\n router: |-\n {\n # image contains the default router image uri.\n \"image\" : \"kserve/router:v0.14.0-rc1\",\n \n # memoryRequest is the requests.memory to set for the router container.\n \"memoryRequest\": \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the router container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the router container.\n \"cpuRequest\": \"100m\",\n \n # cpuLimit is the limits.cpu to set for the router container.\n \"cpuLimit\": \"1\",\n \n # Propagate the specified headers to all the steps specified in an InferenceGraph. \n # You can either specify the exact header names or use [Golang supported regex patterns]\n # (https://pkg.go.dev/regexp/syntax@go1.21.3#hdr-Syntax) to propagate multiple headers.\n \"headers\": {\n \"propagate\": [\n \"Authorization\",\n \"Test-Header-*\",\n \"*Trace-Id*\"\n ]\n }\n }\n \n # ====================================== DEPLOYMENT CONFIGURATION ======================================\n # Example\n deploy: |-\n {\n \"defaultDeploymentMode\": \"Serverless\"\n }\n deploy: |-\n {\n # defaultDeploymentMode specifies the default deployment mode of the kserve. The supported values are\n # Serverless, RawDeployment and ModelMesh. Users can override the deployment mode at service level\n # by adding the annotation serving.kserve.io/deploymentMode.For more info on deployment mode visit\n # Serverless https://kserve.github.io/website/master/admin/serverless/serverless/\n # RawDeployment https://kserve.github.io/website/master/admin/kubernetes_deployment/\n # ModelMesh https://kserve.github.io/website/master/admin/modelmesh/\n \"defaultDeploymentMode\": \"Serverless\"\n }\n \n # ====================================== METRICS CONFIGURATION ======================================\n # Example\n metricsAggregator: |-\n {\n \"enableMetricAggregation\": \"false\",\n \"enablePrometheusScraping\" : \"false\"\n }\n # For more info see https://github.com/kserve/kserve/blob/master/qpext/README.md\n metricsAggregator: |-\n {\n # enableMetricAggregation configures metric aggregation annotation. This adds the annotation serving.kserve.io/enable-metric-aggregation to every\n # service with the specified boolean value. If true enables metric aggregation in queue-proxy by setting env vars in the queue proxy container\n # to configure scraping ports.\n \"enableMetricAggregation\": \"false\",\n \n # enablePrometheusScraping configures metric aggregation annotation. This adds the annotation serving.kserve.io/enable-metric-aggregation to every\n # service with the specified boolean value. If true, prometheus annotations are added to the pod. If serving.kserve.io/enable-metric-aggregation is false,\n # the prometheus port is set with the default prometheus scraping port 9090, otherwise the prometheus port annotation is set with the metric aggregation port.\n \"enablePrometheusScraping\" : \"false\"\n }\n \n # ====================================== LOCALMODEL CONFIGURATION ======================================\n # Example\n localModel: |-\n {\n \"enabled\": false,\n # jobNamespace specifies the namespace where the download job will be created.\n \"jobNamespace\": \"kserve-localmodel-jobs\",\n # defaultJobImage specifies the default image used for the download job.\n \"defaultJobImage\" : \"kserve/storage-initializer:v0.14.0-rc1\",\n # Kubernetes modifies the filesystem group ID on the attached volume.\n \"FSGroup\": 1000\n }" + agent: |- + { + "image" : "kserve/agent:v0.14.0-rc1", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } + batcher: |- + { + "image" : "kserve/agent:v0.14.0-rc1", + "memoryRequest": "1Gi", + "memoryLimit": "1Gi", + "cpuRequest": "1", + "cpuLimit": "1", + "maxBatchSize": "32", + "maxLatency": "5000" + } + credentials: |- + { + "storageSpecSecretName": "storage-config", + "storageSecretNameAnnotation": "serving.kserve.io/storageSecretName", + "gcs": { + "gcsCredentialFileName": "gcloud-application-credentials.json" + }, + "s3": { + "s3AccessKeyIDName": "AWS_ACCESS_KEY_ID", + "s3SecretAccessKeyName": "AWS_SECRET_ACCESS_KEY", + "s3Endpoint": "", + "s3UseHttps": "", + "s3Region": "", + "s3VerifySSL": "", + "s3UseVirtualBucket": "", + "s3UseAccelerate": "", + "s3UseAnonymousCredential": "", + "s3CABundle": "" + } + } + deploy: |- + { + "defaultDeploymentMode": "Serverless" + } + explainers: |- + { + "art": { + "image" : "kserve/art-explainer", + "defaultImageVersion": "latest" + } + } + ingress: |- + { + "ingressGateway": "kubeflow/kubeflow-gateway", + "localGateway": "knative-serving/knative-local-gateway", + "localGatewayService": "knative-local-gateway.istio-system.svc.cluster.local", + "ingressDomain": "example.com", + "ingressClassName": "istio", + "domainTemplate": "{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}", + "urlScheme": "http", + "disableIstioVirtualHost": false, + "disableIngressCreation": false + } + localModel: |- + { + "enabled": false, + "jobNamespace": "kserve-localmodel-jobs", + "defaultJobImage" : "kserve/storage-initializer:v0.14.0-rc1", + "FSGroup": 1000 + } + logger: |- + { + "image" : "kserve/agent:v0.14.0-rc1", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1", + "defaultUrl": "http://default-broker" + } + metricsAggregator: |- + { + "enableMetricAggregation": "false", + "enablePrometheusScraping" : "false" + } + router: |- + { + "image" : "kserve/router:v0.14.0-rc1", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } + storageInitializer: |- + { + "image" : "kserve/storage-initializer:v0.14.0-rc1", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1", + "caBundleConfigMapName": "", + "caBundleVolumeMountPath": "/etc/ssl/custom-certs", + "enableDirectPvcVolumeMount": true, + "enableModelcar": false, + "cpuModelcar": "10m", + "memoryModelcar": "15Mi" + } +kind: ConfigMap +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferenceservice-config + namespace: kubeflow +--- +apiVersion: v1 +kind: Secret +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-webhook-server-secret + namespace: kubeflow +--- +apiVersion: v1 +kind: Service +metadata: + annotations: + prometheus.io/port: "8443" + prometheus.io/scheme: https + prometheus.io/scrape: "true" + labels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager-metrics-service + namespace: kubeflow +spec: + ports: + - name: https + port: 8443 + targetPort: https + selector: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" +--- +apiVersion: v1 +kind: Service +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager-service + namespace: kubeflow +spec: + ports: + - port: 8443 + protocol: TCP + targetPort: https + selector: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" +--- +apiVersion: v1 +kind: Service +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-webhook-server-service + namespace: kubeflow +spec: + ports: + - port: 443 + targetPort: webhook-server + selector: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager +--- +apiVersion: apps/v1 +kind: Deployment +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager + namespace: kubeflow +spec: + selector: + matchLabels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + template: + metadata: + annotations: + kubectl.kubernetes.io/default-container: manager + sidecar.istio.io/inject: "false" + labels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + spec: + containers: + - args: + - --metrics-addr=127.0.0.1:8080 + - --leader-elect + command: + - /manager + env: + - name: POD_NAMESPACE + valueFrom: + fieldRef: + fieldPath: metadata.namespace + - name: SECRET_NAME + value: kserve-webhook-server-cert + image: kserve/kserve-controller:v0.14.0-rc1 + imagePullPolicy: Always + livenessProbe: + failureThreshold: 5 + httpGet: + path: /healthz + port: 8081 + initialDelaySeconds: 10 + timeoutSeconds: 5 + name: manager + ports: + - containerPort: 9443 + name: webhook-server + protocol: TCP + readinessProbe: + failureThreshold: 10 + httpGet: + path: /readyz + port: 8081 + initialDelaySeconds: 10 + periodSeconds: 5 + timeoutSeconds: 5 + resources: + limits: + cpu: 100m + memory: 300Mi + requests: + cpu: 100m + memory: 200Mi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true + volumeMounts: + - mountPath: /tmp/k8s-webhook-server/serving-certs + name: cert + readOnly: true + - args: + - --secure-listen-address=0.0.0.0:8443 + - --upstream=http://127.0.0.1:8080/ + - --logtostderr=true + - --v=10 + image: quay.io/brancz/kube-rbac-proxy:v0.18.0 + name: kube-rbac-proxy + ports: + - containerPort: 8443 + name: https + protocol: TCP + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true + securityContext: + runAsNonRoot: true + serviceAccountName: kserve-controller-manager + terminationGracePeriodSeconds: 10 + volumes: + - name: cert + secret: + defaultMode: 420 + secretName: kserve-webhook-server-cert +--- +apiVersion: apps/v1 +kind: Deployment +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-localmodel-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-localmodel-controller-manager + namespace: kubeflow +spec: + selector: + matchLabels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-localmodel-controller-manager + controller-tools.k8s.io: "1.0" + template: + metadata: + annotations: + kubectl.kubernetes.io/default-container: manager + labels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-localmodel-controller-manager + controller-tools.k8s.io: "1.0" + spec: + containers: + - command: + - /manager + env: + - name: POD_NAMESPACE + valueFrom: + fieldRef: + fieldPath: metadata.namespace + image: kserve/kserve-localmodel-controller:v0.14.0-rc1 + imagePullPolicy: Always + name: manager + resources: + limits: + cpu: 100m + memory: 300Mi + requests: + cpu: 100m + memory: 200Mi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true + securityContext: + runAsNonRoot: true + serviceAccountName: kserve-localmodel-controller-manager + terminationGracePeriodSeconds: 10 +--- +apiVersion: cert-manager.io/v1 +kind: Certificate +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: serving-cert + namespace: kubeflow +spec: + commonName: kserve-webhook-server-service.kubeflow.svc + dnsNames: + - kserve-webhook-server-service.kubeflow.svc + issuerRef: + kind: Issuer + name: selfsigned-issuer + secretName: kserve-webhook-server-cert +--- +apiVersion: cert-manager.io/v1 +kind: Issuer +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: selfsigned-issuer + namespace: kubeflow +spec: + selfSigned: {} +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: MutatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferenceservice.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /mutate-serving-kserve-io-v1beta1-inferenceservice + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.defaulter + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1beta1 + operations: + - CREATE + - UPDATE + resources: + - inferenceservices + sideEffects: None + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /mutate-pods + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.pod-mutator + namespaceSelector: + matchExpressions: + - key: control-plane + operator: DoesNotExist + objectSelector: + matchExpressions: + - key: serving.kserve.io/inferenceservice + operator: Exists + reinvocationPolicy: IfNeeded + rules: + - apiGroups: + - "" + apiVersions: + - v1 + operations: + - CREATE + resources: + - pods + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: clusterservingruntime.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /validate-serving-kserve-io-v1alpha1-clusterservingruntime + failurePolicy: Fail + name: clusterservingruntime.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - clusterservingruntimes + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferencegraph.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /validate-serving-kserve-io-v1alpha1-inferencegraph + failurePolicy: Fail + name: inferencegraph.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - inferencegraphs + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferenceservice.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /validate-serving-kserve-io-v1beta1-inferenceservice + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1beta1 + operations: + - CREATE + - UPDATE + resources: + - inferenceservices + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: servingruntime.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /validate-serving-kserve-io-v1alpha1-servingruntime + failurePolicy: Fail + name: servingruntime.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - servingruntimes + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: trainedmodel.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /validate-serving-kserve-io-v1alpha1-trainedmodel + failurePolicy: Fail + name: trainedmodel.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - trainedmodels + sideEffects: None diff --git a/install/v0.14.0/kserve-cluster-resources.yaml b/install/v0.14.0/kserve-cluster-resources.yaml new file mode 100644 index 00000000000..2ef6dc58c74 --- /dev/null +++ b/install/v0.14.0/kserve-cluster-resources.yaml @@ -0,0 +1,486 @@ +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-huggingfaceserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + image: kserve/huggingfaceserver:v0.14.0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + runAsNonRoot: true + volumeMounts: + - mountPath: /dev/shm + name: devshm + hostIPC: false + protocolVersions: + - v2 + - v1 + supportedModelFormats: + - autoSelect: true + name: huggingface + priority: 1 + version: "1" + volumes: + - emptyDir: + medium: Memory + name: devshm +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-lgbserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --model_dir=/mnt/models + - --http_port=8080 + - --nthread=1 + image: kserve/lgbserver:v0.14.0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + runAsNonRoot: true + protocolVersions: + - v1 + - v2 + supportedModelFormats: + - autoSelect: true + name: lightgbm + priority: 1 + version: "3" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-mlserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - env: + - name: MLSERVER_MODEL_IMPLEMENTATION + value: '{{.Labels.modelClass}}' + - name: MLSERVER_HTTP_PORT + value: "8080" + - name: MLSERVER_GRPC_PORT + value: "9000" + - name: MODELS_DIR + value: /mnt/models + image: docker.io/seldonio/mlserver:1.5.0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + runAsNonRoot: true + protocolVersions: + - v2 + supportedModelFormats: + - autoSelect: true + name: sklearn + priority: 2 + version: "0" + - autoSelect: true + name: sklearn + priority: 2 + version: "1" + - autoSelect: true + name: xgboost + priority: 2 + version: "1" + - autoSelect: true + name: xgboost + priority: 2 + version: "2" + - autoSelect: true + name: lightgbm + priority: 2 + version: "3" + - autoSelect: true + name: lightgbm + priority: 2 + version: "4" + - autoSelect: true + name: mlflow + priority: 1 + version: "1" + - autoSelect: true + name: mlflow + priority: 1 + version: "2" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-paddleserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --model_dir=/mnt/models + - --http_port=8080 + image: kserve/paddleserver:v0.14.0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + runAsNonRoot: true + protocolVersions: + - v1 + - v2 + supportedModelFormats: + - autoSelect: true + name: paddle + priority: 1 + version: "2" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-pmmlserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --model_dir=/mnt/models + - --http_port=8080 + image: kserve/pmmlserver:v0.14.0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + runAsNonRoot: true + protocolVersions: + - v1 + - v2 + supportedModelFormats: + - autoSelect: true + name: pmml + priority: 1 + version: "3" + - autoSelect: true + name: pmml + priority: 1 + version: "4" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-sklearnserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --model_dir=/mnt/models + - --http_port=8080 + image: kserve/sklearnserver:v0.14.0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + runAsNonRoot: true + protocolVersions: + - v1 + - v2 + supportedModelFormats: + - autoSelect: true + name: sklearn + priority: 1 + version: "1" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-tensorflow-serving +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --port=9000 + - --rest_api_port=8080 + - --model_base_path=/mnt/models + - --rest_api_timeout_in_ms=60000 + command: + - /usr/bin/tensorflow_model_server + image: tensorflow/serving:2.6.2 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + runAsNonRoot: true + runAsUser: 1000 + protocolVersions: + - v1 + - grpc-v1 + supportedModelFormats: + - autoSelect: true + name: tensorflow + priority: 2 + version: "1" + - autoSelect: true + name: tensorflow + priority: 2 + version: "2" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-torchserve +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8082" + containers: + - args: + - torchserve + - --start + - --model-store=/mnt/models/model-store + - --ts-config=/mnt/models/config/config.properties + env: + - name: TS_SERVICE_ENVELOPE + value: '{{.Labels.serviceEnvelope}}' + image: pytorch/torchserve-kfs:0.9.0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + runAsNonRoot: true + runAsUser: 1000 + protocolVersions: + - v1 + - v2 + - grpc-v2 + supportedModelFormats: + - autoSelect: true + name: pytorch + priority: 2 + version: "1" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-tritonserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8002" + containers: + - args: + - tritonserver + - --model-store=/mnt/models + - --grpc-port=9000 + - --http-port=8080 + - --allow-grpc=true + - --allow-http=true + image: nvcr.io/nvidia/tritonserver:23.05-py3 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + runAsNonRoot: true + runAsUser: 1000 + protocolVersions: + - v2 + - grpc-v2 + supportedModelFormats: + - autoSelect: true + name: tensorrt + priority: 1 + version: "8" + - autoSelect: true + name: tensorflow + priority: 1 + version: "1" + - autoSelect: true + name: tensorflow + priority: 1 + version: "2" + - autoSelect: true + name: onnx + priority: 1 + version: "1" + - name: pytorch + version: "1" + - autoSelect: true + name: triton + priority: 1 + version: "2" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterServingRuntime +metadata: + name: kserve-xgbserver +spec: + annotations: + prometheus.kserve.io/path: /metrics + prometheus.kserve.io/port: "8080" + containers: + - args: + - --model_name={{.Name}} + - --model_dir=/mnt/models + - --http_port=8080 + - --nthread=1 + image: kserve/xgbserver:v0.14.0 + name: kserve-container + resources: + limits: + cpu: "1" + memory: 2Gi + requests: + cpu: "1" + memory: 2Gi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + runAsNonRoot: true + protocolVersions: + - v1 + - v2 + supportedModelFormats: + - autoSelect: true + name: xgboost + priority: 1 + version: "1" +--- +apiVersion: serving.kserve.io/v1alpha1 +kind: ClusterStorageContainer +metadata: + name: default +spec: + container: + image: kserve/storage-initializer:v0.14.0 + name: storage-initializer + resources: + limits: + cpu: "1" + memory: 1Gi + requests: + cpu: 100m + memory: 100Mi + supportedUriFormats: + - prefix: gs:// + - prefix: s3:// + - prefix: hdfs:// + - prefix: hf:// + - prefix: webhdfs:// + - regex: https://(.+?).blob.core.windows.net/(.+) + - regex: https://(.+?).file.core.windows.net/(.+) + - regex: https?://(.+)/(.+) + workloadType: initContainer diff --git a/install/v0.14.0/kserve.yaml b/install/v0.14.0/kserve.yaml new file mode 100644 index 00000000000..68e381c62f9 --- /dev/null +++ b/install/v0.14.0/kserve.yaml @@ -0,0 +1,32262 @@ +apiVersion: v1 +kind: Namespace +metadata: + labels: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + istio-injection: disabled + name: kserve +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: clusterlocalmodels.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterLocalModel + listKind: ClusterLocalModelList + plural: clusterlocalmodels + singular: clusterlocalmodel + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + modelSize: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + nodeGroup: + type: string + sourceModelUri: + type: string + x-kubernetes-validations: + - message: StorageUri is immutable + rule: self == oldSelf + required: + - modelSize + - nodeGroup + - sourceModelUri + type: object + status: + properties: + copies: + properties: + available: + type: integer + failed: + type: integer + total: + type: integer + type: object + inferenceServices: + items: + properties: + name: + type: string + namespace: + type: string + type: object + type: array + nodeStatus: + additionalProperties: + enum: + - "" + - NodeNotReady + - NodeDownloadPending + - NodeDownloading + - NodeDownloaded + - NodeDownloadError + - NodeDeleting + - NodeDeletionError + - NodeDeleted + type: string + type: object + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: clusterservingruntimes.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterServingRuntime + listKind: ClusterServingRuntimeList + plural: clusterservingruntimes + singular: clusterservingruntime + scope: Cluster + versions: + - additionalPrinterColumns: + - jsonPath: .spec.disabled + name: Disabled + type: boolean + - jsonPath: .spec.supportedModelFormats[*].name + name: ModelType + type: string + - jsonPath: .spec.containers[*].name + name: Containers + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + builtInAdapter: + properties: + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + memBufferBytes: + type: integer + modelLoadingTimeoutMillis: + type: integer + runtimeManagementPort: + type: integer + serverType: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + disabled: + type: boolean + grpcDataEndpoint: + type: string + grpcEndpoint: + type: string + hostIPC: + type: boolean + httpDataEndpoint: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + multiModel: + type: boolean + nodeSelector: + additionalProperties: + type: string + type: object + protocolVersions: + items: + type: string + type: array + replicas: + type: integer + storageHelper: + properties: + disabled: + type: boolean + type: object + supportedModelFormats: + items: + properties: + autoSelect: + type: boolean + name: + type: string + priority: + format: int32 + minimum: 1 + type: integer + version: + type: string + required: + - name + type: object + type: array + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + workerSpec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + hostIPC: + type: boolean + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + nodeSelector: + additionalProperties: + type: string + type: object + size: + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + required: + - containers + type: object + required: + - containers + type: object + status: + type: object + type: object + served: true + storage: true + subresources: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: clusterstoragecontainers.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterStorageContainer + listKind: ClusterStorageContainerList + plural: clusterstoragecontainers + singular: clusterstoragecontainer + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + disabled: + type: boolean + kind: + type: string + metadata: + type: object + spec: + properties: + container: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + supportedUriFormats: + items: + properties: + prefix: + type: string + regex: + type: string + type: object + type: array + workloadType: + default: initContainer + type: string + required: + - container + - supportedUriFormats + type: object + type: object + served: true + storage: true +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: inferencegraphs.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: InferenceGraph + listKind: InferenceGraphList + plural: inferencegraphs + shortNames: + - ig + singular: inferencegraph + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodes: + additionalProperties: + properties: + routerType: + enum: + - Sequence + - Splitter + - Ensemble + - Switch + type: string + steps: + items: + properties: + condition: + type: string + data: + type: string + dependency: + enum: + - Soft + - Hard + type: string + name: + type: string + nodeName: + type: string + serviceName: + type: string + serviceUrl: + type: string + weight: + format: int64 + type: integer + type: object + type: array + required: + - routerType + type: object + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + timeout: + format: int64 + type: integer + required: + - nodes + type: object + status: + properties: + annotations: + additionalProperties: + type: string + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + controller-gen.kubebuilder.io/version: v0.16.2 + name: inferenceservices.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: InferenceService + listKind: InferenceServiceList + plural: inferenceservices + shortNames: + - isvc + singular: inferenceservice + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .status.components.predictor.traffic[?(@.tag=='prev')].percent + name: Prev + type: integer + - jsonPath: .status.components.predictor.traffic[?(@.latestRevision==true)].percent + name: Latest + type: integer + - jsonPath: .status.components.predictor.traffic[?(@.tag=='prev')].revisionName + name: PrevRolledoutRevision + type: string + - jsonPath: .status.components.predictor.traffic[?(@.latestRevision==true)].revisionName + name: LatestReadyRevision + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1beta1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + explainer: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + art: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + config: + additionalProperties: + type: string + type: object + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + type: + type: string + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + deploymentStrategy: + properties: + rollingUpdate: + properties: + maxSurge: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + maxUnavailable: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + type: + type: string + type: object + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + x-kubernetes-list-type: atomic + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + x-kubernetes-list-type: atomic + searches: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + x-kubernetes-list-type: atomic + ip: + type: string + required: + - ip + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + logger: + properties: + metadataHeaders: + items: + type: string + type: array + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + x-kubernetes-list-type: atomic + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + type: object + predictor: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + deploymentStrategy: + properties: + rollingUpdate: + properties: + maxSurge: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + maxUnavailable: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + type: + type: string + type: object + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + x-kubernetes-list-type: atomic + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + x-kubernetes-list-type: atomic + searches: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + x-kubernetes-list-type: atomic + ip: + type: string + required: + - ip + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + huggingface: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + lightgbm: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + logger: + properties: + metadataHeaders: + items: + type: string + type: array + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + model: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + modelFormat: + properties: + name: + type: string + version: + type: string + required: + - name + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtime: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + onnx: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + paddle: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + pmml: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + pytorch: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + x-kubernetes-list-type: atomic + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + sklearn: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + subdomain: + type: string + tensorflow: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + triton: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + workerSpec: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + automountServiceAccountToken: + type: boolean + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + x-kubernetes-list-type: atomic + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + x-kubernetes-list-type: atomic + searches: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + ephemeralContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + targetContainerName: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + x-kubernetes-list-type: atomic + ip: + type: string + required: + - ip + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + required: + - name + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + x-kubernetes-list-type: atomic + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + size: + type: integer + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + type: object + xgboost: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + type: object + transformer: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + deploymentStrategy: + properties: + rollingUpdate: + properties: + maxSurge: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + maxUnavailable: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + type: + type: string + type: object + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + x-kubernetes-list-type: atomic + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + x-kubernetes-list-type: atomic + searches: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + x-kubernetes-list-type: atomic + ip: + type: string + required: + - ip + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + logger: + properties: + metadataHeaders: + items: + type: string + type: array + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + x-kubernetes-list-type: atomic + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + type: object + required: + - predictor + type: object + status: + properties: + address: + properties: + CACerts: + type: string + audience: + type: string + name: + type: string + url: + type: string + type: object + annotations: + additionalProperties: + type: string + type: object + components: + additionalProperties: + properties: + address: + properties: + CACerts: + type: string + audience: + type: string + name: + type: string + url: + type: string + type: object + grpcUrl: + type: string + latestCreatedRevision: + type: string + latestReadyRevision: + type: string + latestRolledoutRevision: + type: string + previousRolledoutRevision: + type: string + restUrl: + type: string + traffic: + items: + properties: + configurationName: + type: string + latestRevision: + type: boolean + percent: + format: int64 + type: integer + revisionName: + type: string + tag: + type: string + url: + type: string + type: object + type: array + url: + type: string + type: object + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + modelStatus: + properties: + copies: + properties: + failedCopies: + default: 0 + type: integer + totalCopies: + type: integer + required: + - failedCopies + type: object + lastFailureInfo: + properties: + exitCode: + format: int32 + type: integer + location: + type: string + message: + type: string + modelRevisionName: + type: string + reason: + enum: + - ModelLoadFailed + - RuntimeUnhealthy + - RuntimeDisabled + - NoSupportingRuntime + - RuntimeNotRecognized + - InvalidPredictorSpec + type: string + time: + format: date-time + type: string + type: object + states: + properties: + activeModelState: + default: Pending + enum: + - "" + - Pending + - Standby + - Loading + - Loaded + - FailedToLoad + type: string + targetModelState: + default: "" + enum: + - "" + - Pending + - Standby + - Loading + - Loaded + - FailedToLoad + type: string + required: + - activeModelState + type: object + transitionStatus: + default: UpToDate + enum: + - "" + - UpToDate + - InProgress + - BlockedByFailedLoad + - InvalidSpec + type: string + required: + - transitionStatus + type: object + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + x-kubernetes-preserve-unknown-fields: true + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: localmodelnodegroups.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: LocalModelNodeGroup + listKind: LocalModelNodeGroupList + plural: localmodelnodegroups + singular: localmodelnodegroup + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + persistentVolumeClaimSpec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + persistentVolumeSpec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + secretNamespace: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + capacity: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + claimRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + resourceVersion: + type: string + uid: + type: string + type: object + x-kubernetes-map-type: granular + csi: + properties: + controllerExpandSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + controllerPublishSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + driver: + type: string + fsType: + type: string + nodeExpandSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + nodePublishSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + nodeStageSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + volumeHandle: + type: string + required: + - driver + - volumeHandle + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + glusterfs: + properties: + endpoints: + type: string + endpointsNamespace: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + local: + properties: + fsType: + type: string + path: + type: string + required: + - path + type: object + mountOptions: + items: + type: string + type: array + x-kubernetes-list-type: atomic + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + nodeAffinity: + properties: + required: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + persistentVolumeReclaimPolicy: + type: string + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + storageClassName: + type: string + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + resourceVersion: + type: string + uid: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + volumeAttributesClassName: + type: string + volumeMode: + type: string + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + type: object + storageLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + required: + - persistentVolumeClaimSpec + - persistentVolumeSpec + - storageLimit + type: object + status: + properties: + available: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + used: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + served: true + storage: true +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: servingruntimes.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ServingRuntime + listKind: ServingRuntimeList + plural: servingruntimes + singular: servingruntime + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .spec.disabled + name: Disabled + type: boolean + - jsonPath: .spec.supportedModelFormats[*].name + name: ModelType + type: string + - jsonPath: .spec.containers[*].name + name: Containers + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + builtInAdapter: + properties: + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + memBufferBytes: + type: integer + modelLoadingTimeoutMillis: + type: integer + runtimeManagementPort: + type: integer + serverType: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + disabled: + type: boolean + grpcDataEndpoint: + type: string + grpcEndpoint: + type: string + hostIPC: + type: boolean + httpDataEndpoint: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + multiModel: + type: boolean + nodeSelector: + additionalProperties: + type: string + type: object + protocolVersions: + items: + type: string + type: array + replicas: + type: integer + storageHelper: + properties: + disabled: + type: boolean + type: object + supportedModelFormats: + items: + properties: + autoSelect: + type: boolean + name: + type: string + priority: + format: int32 + minimum: 1 + type: integer + version: + type: string + required: + - name + type: object + type: array + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + workerSpec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + hostIPC: + type: boolean + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + nodeSelector: + additionalProperties: + type: string + type: object + size: + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + required: + - containers + type: object + required: + - containers + type: object + status: + type: object + type: object + served: true + storage: true + subresources: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: trainedmodels.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: TrainedModel + listKind: TrainedModelList + plural: trainedmodels + shortNames: + - tm + singular: trainedmodel + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + inferenceService: + type: string + model: + properties: + framework: + type: string + memory: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + storageUri: + type: string + required: + - framework + - memory + - storageUri + type: object + required: + - inferenceService + - model + type: object + status: + properties: + address: + properties: + CACerts: + type: string + audience: + type: string + name: + type: string + url: + type: string + type: object + annotations: + additionalProperties: + type: string + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: v1 +kind: ServiceAccount +metadata: + labels: + app.kubernetes.io/instance: kserve-controller-manager + app.kubernetes.io/managed-by: kserve-controller-manager + app.kubernetes.io/name: kserve-controller-manager + name: kserve-controller-manager + namespace: kserve +--- +apiVersion: v1 +kind: ServiceAccount +metadata: + labels: + app.kubernetes.io/instance: kserve-localmodel-controller-manager + app.kubernetes.io/managed-by: kserve-localmodel-controller-manager + app.kubernetes.io/name: kserve-localmodel-controller-manager + name: kserve-localmodel-controller-manager + namespace: kserve +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: Role +metadata: + name: kserve-leader-election-role + namespace: kserve +rules: +- apiGroups: + - coordination.k8s.io + resources: + - leases + verbs: + - create + - get + - list + - update +- apiGroups: + - "" + resources: + - configmaps + verbs: + - get + - list + - watch + - create + - update + - patch + - delete +- apiGroups: + - "" + resources: + - configmaps/status + verbs: + - get + - update + - patch +- apiGroups: + - "" + resources: + - events + verbs: + - create +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + name: kserve-localmodel-manager-role +rules: +- apiGroups: + - "" + resources: + - configmaps + verbs: + - get +- apiGroups: + - "" + resources: + - nodes + verbs: + - get + - list + - watch +- apiGroups: + - "" + resources: + - nodes/status + verbs: + - get + - watch +- apiGroups: + - "" + resources: + - persistentvolumeclaims + - persistentvolumes + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - batch + resources: + - jobs + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - batch + resources: + - jobs/status + verbs: + - get +- apiGroups: + - serving.kserve.io + resources: + - clusterlocalmodels + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.kserve.io + resources: + - clusterlocalmodels/status + verbs: + - get + - patch + - update +- apiGroups: + - serving.kserve.io + resources: + - clusterstoragecontainers + - inferenceservices + - localmodelnodegroups + verbs: + - get + - list + - watch +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + name: kserve-manager-role +rules: +- apiGroups: + - "" + resources: + - configmaps + verbs: + - create + - get + - update +- apiGroups: + - "" + resources: + - events + - services + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - "" + resources: + - namespaces + - pods + verbs: + - get + - list + - watch +- apiGroups: + - "" + resources: + - secrets + - serviceaccounts + verbs: + - get +- apiGroups: + - admissionregistration.k8s.io + resources: + - mutatingwebhookconfigurations + - validatingwebhookconfigurations + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - apps + resources: + - deployments + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - autoscaling + resources: + - horizontalpodautoscalers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - networking.istio.io + resources: + - virtualservices + - virtualservices/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - networking.istio.io + resources: + - virtualservices/status + verbs: + - get + - patch + - update +- apiGroups: + - networking.k8s.io + resources: + - ingresses + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.knative.dev + resources: + - services + - services/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.knative.dev + resources: + - services/status + verbs: + - get + - patch + - update +- apiGroups: + - serving.kserve.io + resources: + - clusterlocalmodels + verbs: + - get + - list +- apiGroups: + - serving.kserve.io + resources: + - clusterservingruntimes + - clusterservingruntimes/finalizers + - clusterstoragecontainers + - inferencegraphs + - inferencegraphs/finalizers + - inferenceservices + - inferenceservices/finalizers + - servingruntimes + - servingruntimes/finalizers + - trainedmodels + verbs: + - create + - delete + - get + - list + - patch + - update + - watch +- apiGroups: + - serving.kserve.io + resources: + - clusterservingruntimes/status + - inferencegraphs/status + - inferenceservices/status + - servingruntimes/status + - trainedmodels/status + verbs: + - get + - patch + - update +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + name: kserve-proxy-role +rules: +- apiGroups: + - authentication.k8s.io + resources: + - tokenreviews + verbs: + - create +- apiGroups: + - authorization.k8s.io + resources: + - subjectaccessreviews + verbs: + - create +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: RoleBinding +metadata: + name: kserve-leader-election-rolebinding + namespace: kserve +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: Role + name: kserve-leader-election-role +subjects: +- kind: ServiceAccount + name: kserve-controller-manager + namespace: kserve +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + name: kserve-localmodel-manager-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-localmodel-manager-role +subjects: +- kind: ServiceAccount + name: kserve-localmodel-controller-manager + namespace: kserve +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + name: kserve-manager-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-manager-role +subjects: +- kind: ServiceAccount + name: kserve-controller-manager + namespace: kserve +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + name: kserve-proxy-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-proxy-role +subjects: +- kind: ServiceAccount + name: kserve-controller-manager + namespace: kserve +--- +apiVersion: v1 +data: + _example: "################################\n# #\n# + \ EXAMPLE CONFIGURATION #\n# #\n################################\n\n# + This block is not actually functional configuration,\n# but serves to illustrate + the available configuration\n# options and document them in a way that is accessible\n# + to users that `kubectl edit` this config map.\n#\n# These sample configuration + options may be copied out of\n# this example block and unindented to be in the + data block\n# to actually change the configuration.\n\n# ====================================== + EXPLAINERS CONFIGURATION ======================================\n# Example\nexplainers: + |-\n {\n \"art\": {\n \"image\" : \"kserve/art-explainer\",\n \"defaultImageVersion\": + \"latest\"\n }\n }\n# Art Explainer runtime configuration\n explainers: + |-\n {\n # Art explainer runtime configuration\n \"art\": {\n # + image contains the default Art explainer serving runtime image uri.\n \"image\" + : \"kserve/art-explainer\",\n \n # defautltImageVersion contains the + Art explainer serving runtime default image version.\n \"defaultImageVersion\": + \"latest\"\n }\n }\n \n # ====================================== STORAGE + INITIALIZER CONFIGURATION ======================================\n # Example\n + storageInitializer: |-\n {\n \"image\" : \"kserve/storage-initializer:v0.14.0\",\n + \ \"memoryRequest\": \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": + \"100m\",\n \"cpuLimit\": \"1\",\n \"caBundleConfigMapName\": \"\",\n + \ \"caBundleVolumeMountPath\": \"/etc/ssl/custom-certs\",\n \"enableDirectPvcVolumeMount\": + false,\n \"enableModelcar\": false,\n \"cpuModelcar\": \"10m\",\n + \ \"memoryModelcar\": \"15Mi\"\n }\n storageInitializer: |-\n {\n # + image contains the default storage initializer image uri.\n \"image\" : + \"kserve/storage-initializer:v0.14.0\",\n \n # memoryRequest is the + requests.memory to set for the storage initializer init container.\n \"memoryRequest\": + \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the storage + initializer init container.\n \"memoryLimit\": \"1Gi\",\n \n # + cpuRequest is the requests.cpu to set for the storage initializer init container.\n + \ \"cpuRequest\": \"100m\",\n \n # cpuLimit is the limits.cpu + to set for the storage initializer init container.\n \"cpuLimit\": \"1\",\n + \ \n # caBundleConfigMapName is the ConfigMap will be copied to a user + namespace for the storage initializer init container.\n \"caBundleConfigMapName\": + \"\",\n\n # caBundleVolumeMountPath is the mount point for the configmap + set by caBundleConfigMapName for the storage initializer init container.\n \"caBundleVolumeMountPath\": + \"/etc/ssl/custom-certs\",\n\n # enableDirectPvcVolumeMount controls whether + users can mount pvc volumes directly.\n # if pvc volume is provided in storageuri + then the pvc volume is directly mounted to /mnt/models in the user container.\n + \ # rather than symlink it to a shared volume. For more info see https://github.com/kserve/kserve/issues/2737\n + \ \"enableDirectPvcVolumeMount\": true,\n\n # enableModelcar enabled + allows you to directly access an OCI container image by\n # using a source + URL with an \"oci://\" schema.\n \"enableModelcar\": false,\n\n # + cpuModelcar is the cpu request and limit that is used for the passive modelcar + container. It can be\n # set very low, but should be allowed by any Kubernetes + LimitRange that might apply.\n \"cpuModelcar\": \"10m\",\n\n # cpuModelcar + is the memory request and limit that is used for the passive modelcar container. + It can be\n # set very low, but should be allowed by any Kubernetes LimitRange + that might apply.\n \"memoryModelcar\": \"15Mi\",\n\n # uidModelcar + is the UID under with which the modelcar process and the main container is running.\n + \ # Some Kubernetes clusters might require this to be root (0). If not set + the user id is left untouched (default)\n \"uidModelcar\": 10\n }\n \n + # ====================================== CREDENTIALS ======================================\n + # Example\n credentials: |-\n {\n \"storageSpecSecretName\": \"storage-config\",\n + \ \"storageSecretNameAnnotation\": \"serving.kserve.io/storageSecretName\",\n + \ \"gcs\": {\n \"gcsCredentialFileName\": \"gcloud-application-credentials.json\"\n + \ },\n \"s3\": {\n \"s3AccessKeyIDName\": \"AWS_ACCESS_KEY_ID\",\n + \ \"s3SecretAccessKeyName\": \"AWS_SECRET_ACCESS_KEY\",\n \"s3Endpoint\": + \"\",\n \"s3UseHttps\": \"\",\n \"s3Region\": \"\",\n \"s3VerifySSL\": + \"\",\n \"s3UseVirtualBucket\": \"\",\n \"s3UseAccelerate\": + \"\",\n \"s3UseAnonymousCredential\": \"\",\n \"s3CABundle\": + \"\"\n }\n }\n # This is a global configuration used for downloading models + from the cloud storage.\n # You can override this configuration by specifying + the annotations on service account or static secret.\n # https://kserve.github.io/website/master/modelserving/storage/s3/s3/\n + # For a quick reference about AWS ENV variables:\n # AWS Cli: https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-envvars.html\n + # Boto: https://boto3.amazonaws.com/v1/documentation/api/latest/guide/configuration.html#using-environment-variables\n + #\n # The `s3AccessKeyIDName` and `s3SecretAccessKeyName` fields are only used + from this configmap when static credentials (IAM User Access Key Secret)\n # are + used as the authentication method for AWS S3.\n # The rest of the fields are used + in both authentication methods (IAM Role for Service Account & IAM User Access + Key Secret) if a non-empty value is provided.\n credentials: |-\n {\n # + storageSpecSecretName contains the secret name which has the credentials for downloading + the model.\n # This option is used when specifying the storage spec on isvc + yaml.\n \"storageSpecSecretName\": \"storage-config\",\n\n # The annotation + can be specified on isvc yaml to allow overriding with the secret name reference + from the annotation value.\n # When using storageUri the order of the precedence + is: secret name reference annotation > secret name references from service account\n + \ # When using storageSpec the order of the precedence is: secret name reference + annotation > storageSpecSecretName in configmap\n\n # Configuration for google + cloud storage\n \"gcs\": {\n # gcsCredentialFileName specifies the + filename of the gcs credential\n \"gcsCredentialFileName\": \"gcloud-application-credentials.json\"\n + \ },\n \n # Configuration for aws s3 storage. This add the corresponding + environmental variables to the storage initializer init container.\n # For + more info on s3 storage see https://kserve.github.io/website/master/modelserving/storage/s3/s3/\n + \ \"s3\": {\n # s3AccessKeyIDName specifies the s3 access key id + name\n \"s3AccessKeyIDName\": \"AWS_ACCESS_KEY_ID\",\n \n # + s3SecretAccessKeyName specifies the s3 secret access key name\n \"s3SecretAccessKeyName\": + \"AWS_SECRET_ACCESS_KEY\",\n \n # s3Endpoint specifies the s3 + endpoint\n \"s3Endpoint\": \"\",\n \n # s3UseHttps + controls whether to use secure https or unsecure http to download models.\n # + Allowed values are 0 and 1.\n \"s3UseHttps\": \"\",\n \n # + s3Region specifies the region of the bucket.\n \"s3Region\": \"\",\n + \ \n # s3VerifySSL controls whether to verify the tls/ssl certificate.\n + \ \"s3VerifySSL\": \"\",\n \n # s3UseVirtualBucket configures + whether it is a virtual bucket or not.\n \"s3UseVirtualBucket\": \"\",\n\n + \ # s3UseAccelerate configures whether to use transfer acceleration.\n + \ \"s3UseAccelerate\": \"\",\n \n # s3UseAnonymousCredential + configures whether to use anonymous credentials to download the model or not.\n + \ \"s3UseAnonymousCredential\": \"\",\n \n # s3CABundle + specifies the path to a certificate bundle to use for HTTPS certificate validation.\n + \ \"s3CABundle\": \"\"\n }\n }\n \n # ====================================== + INGRESS CONFIGURATION ======================================\n # Example\n ingress: + |-\n {\n \"ingressGateway\" : \"knative-serving/knative-ingress-gateway\",\n + \ \"localGateway\" : \"knative-serving/knative-local-gateway\",\n \"localGatewayService\" + : \"knative-local-gateway.istio-system.svc.cluster.local\",\n \"ingressDomain\" + \ : \"example.com\",\n \"additionalIngressDomains\": [\"additional-example.com\", + \"additional-example-1.com\"],\n \"ingressClassName\" : \"istio\",\n \"domainTemplate\": + \"{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}\",\n \"urlScheme\": + \"http\",\n \"disableIstioVirtualHost\": false,\n \"disableIngressCreation\": + false\n }\n ingress: |-\n {\n # ingressGateway specifies the ingress + gateway to serve external traffic.\n # The gateway should be specified in + format /\n # NOTE: This configuration only + applicable for serverless deployment with Istio configured as network layer.\n + \ \"ingressGateway\" : \"knative-serving/knative-ingress-gateway\",\n \n + \ # knativeLocalGatewayService specifies the hostname of the Knative's local + gateway service.\n # The default KServe configurations are re-using the + Istio local gateways for Knative. In this case, this\n # knativeLocalGatewayService + field can be left unset. When unset, the value of \"localGatewayService\" will + be used.\n # However, sometimes it may be better to have local gateways + specifically for KServe (e.g. when enabling strict mTLS in Istio).\n # Under + such setups where KServe is needed to have its own local gateways, the values + of the \"localGateway\" and\n # \"localGatewayService\" should point to + the KServe local gateways. Then, this knativeLocalGatewayService field\n # + should point to the Knative's local gateway service.\n # NOTE: This configuration + only applicable for serverless deployment with Istio configured as network layer.\n + \ \"knativeLocalGatewayService\": \"\",\n \n # localGateway specifies + the gateway which handles the network traffic within the cluster.\n # NOTE: + This configuration only applicable for serverless deployment with Istio configured + as network layer.\n \"localGateway\" : \"knative-serving/knative-local-gateway\",\n + \n # localGatewayService specifies the hostname of the local gateway service.\n + \ # NOTE: This configuration only applicable for serverless deployment with + Istio configured as network layer.\n \"localGatewayService\" : \"knative-local-gateway.istio-system.svc.cluster.local\",\n + \n # ingressDomain specifies the domain name which is used for creating + the url.\n # If ingressDomain is empty then example.com is used as default + domain.\n # NOTE: This configuration only applicable for raw deployment.\n + \ \"ingressDomain\" : \"example.com\",\n\n # additionalIngressDomains + specifies the additional domain names which are used for creating the url.\n \"additionalIngressDomains\": + [\"additional-example.com\", \"additional-example-1.com\"]\n\n # ingressClassName + specifies the ingress controller to use for ingress traffic.\n # This is + optional and if omitted the default ingress in the cluster is used.\n # + https://kubernetes.io/docs/concepts/services-networking/ingress/#default-ingress-class\n + \ # NOTE: This configuration only applicable for raw deployment.\n \"ingressClassName\" + : \"istio\",\n \n # domainTemplate specifies the template for generating + domain/url for each inference service by combining variable from:\n # Name + of the inference service ( {{ .Name}} )\n # Namespace of the inference + service ( {{ .Namespace }} )\n # Annotation of the inference service ( {{ + .Annotations.key }} )\n # Label of the inference service ( {{ .Labels.key + }} )\n # IngressDomain ( {{ .IngressDomain }} )\n # If domain template + is empty the default template {{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }} + is used.\n # NOTE: This configuration only applicable for raw deployment.\n + \ \"domainTemplate\": \"{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}\",\n + \n # urlScheme specifies the url scheme to use for inference service and + inference graph.\n # If urlScheme is empty then by default http is used.\n + \ \"urlScheme\": \"http\",\n \n # disableIstioVirtualHost controls + whether to use istio as network layer.\n # By default istio is used as the + network layer. When DisableIstioVirtualHost is true, KServe does not\n # + create the top level virtual service thus Istio is no longer required for serverless + mode.\n # By setting this field to true, user can use other networking layers + supported by knative.\n # For more info https://github.com/kserve/kserve/pull/2380, + https://kserve.github.io/website/master/admin/serverless/kourier_networking/.\n + \ # NOTE: This configuration is only applicable to serverless deployment.\n + \ \"disableIstioVirtualHost\": false,\n\n # disableIngressCreation + controls whether to disable ingress creation for raw deployment mode.\n \"disableIngressCreation\": + false,\n \n # pathTemplate specifies the template for generating path based + url for each inference service.\n # The following variables can be used + in the template for generating url.\n # Name of the inference service ( + {{ .Name}} )\n # Namespace of the inference service ( {{ .Namespace }} )\n + \ # For more info https://github.com/kserve/kserve/issues/2257.\n # + NOTE: This configuration only applicable to serverless deployment.\n \"pathTemplate\": + \"/serving/{{ .Namespace }}/{{ .Name }}\"\n }\n \n # ====================================== + LOGGER CONFIGURATION ======================================\n # Example\n logger: + |-\n {\n \"image\" : \"kserve/agent:v0.14.0\",\n \"memoryRequest\": + \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n + \ \"cpuLimit\": \"1\",\n \"defaultUrl\": \"http://default-broker\"\n + \ }\n logger: |-\n {\n # image contains the default logger image uri.\n + \ \"image\" : \"kserve/agent:v0.14.0\",\n \n # memoryRequest is the + requests.memory to set for the logger container.\n \"memoryRequest\": \"100Mi\",\n + \ \n # memoryLimit is the limits.memory to set for the logger container.\n + \ \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu + to set for the logger container.\n \"cpuRequest\": \"100m\",\n \n + \ # cpuLimit is the limits.cpu to set for the logger container.\n \"cpuLimit\": + \"1\",\n \n # defaultUrl specifies the default logger url. If logger + is not specified in the resource this url is used.\n \"defaultUrl\": \"http://default-broker\"\n + \ }\n \n # ====================================== BATCHER CONFIGURATION ======================================\n + # Example\n batcher: |-\n {\n \"image\" : \"kserve/agent:v0.14.0\",\n \"memoryRequest\": + \"1Gi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"1\",\n \"cpuLimit\": + \"1\",\n \"maxBatchSize\": \"32\",\n \"maxLatency\": \"5000\"\n }\n + batcher: |-\n {\n # image contains the default batcher image uri.\n \"image\" + : \"kserve/agent:v0.14.0\",\n \n # memoryRequest is the requests.memory + to set for the batcher container.\n \"memoryRequest\": \"1Gi\",\n \n # + memoryLimit is the limits.memory to set for the batcher container.\n \"memoryLimit\": + \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the batcher + container.\n \"cpuRequest\": \"1\",\n \n # cpuLimit is the limits.cpu + to set for the batcher container.\n \"cpuLimit\": \"1\"\n\n # maxBatchSize + is the default maximum batch size for batcher.\n \"maxBatchSize\": \"32\",\n\n + \ # maxLatency is the default maximum latency in milliseconds for batcher + to wait and collect the batch.\n \"maxLatency\": \"5000\"\n }\n \n # ====================================== + AGENT CONFIGURATION ======================================\n # Example\n agent: + |-\n {\n \"image\" : \"kserve/agent:v0.14.0\",\n \"memoryRequest\": + \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n + \ \"cpuLimit\": \"1\"\n }\n agent: |-\n {\n # image contains the + default agent image uri.\n \"image\" : \"kserve/agent:v0.14.0\",\n \n # + memoryRequest is the requests.memory to set for the agent container.\n \"memoryRequest\": + \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the agent + container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is + the requests.cpu to set for the agent container.\n \"cpuRequest\": \"100m\",\n + \ \n # cpuLimit is the limits.cpu to set for the agent container.\n + \ \"cpuLimit\": \"1\"\n }\n \n # ====================================== + ROUTER CONFIGURATION ======================================\n # Example\n router: + |-\n {\n \"image\" : \"kserve/router:v0.14.0\",\n \"memoryRequest\": + \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n + \ \"cpuLimit\": \"1\",\n \"headers\": {\n \"propagate\": []\n + \ }\n }\n # router is the implementation of inference graph.\n router: + |-\n {\n # image contains the default router image uri.\n \"image\" + : \"kserve/router:v0.14.0\",\n \n # memoryRequest is the requests.memory + to set for the router container.\n \"memoryRequest\": \"100Mi\",\n \n + \ # memoryLimit is the limits.memory to set for the router container.\n \"memoryLimit\": + \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the router + container.\n \"cpuRequest\": \"100m\",\n \n # cpuLimit is the + limits.cpu to set for the router container.\n \"cpuLimit\": \"1\",\n \n + \ # Propagate the specified headers to all the steps specified in an InferenceGraph. + \n # You can either specify the exact header names or use [Golang supported + regex patterns]\n # (https://pkg.go.dev/regexp/syntax@go1.21.3#hdr-Syntax) + to propagate multiple headers.\n \"headers\": {\n \"propagate\": + [\n \"Authorization\",\n \"Test-Header-*\",\n \"*Trace-Id*\"\n + \ ]\n }\n }\n \n # ====================================== DEPLOYMENT + CONFIGURATION ======================================\n # Example\n deploy: |-\n + \ {\n \"defaultDeploymentMode\": \"Serverless\"\n }\n deploy: |-\n {\n + \ # defaultDeploymentMode specifies the default deployment mode of the kserve. + The supported values are\n # Serverless, RawDeployment and ModelMesh. Users + can override the deployment mode at service level\n # by adding the annotation + serving.kserve.io/deploymentMode.For more info on deployment mode visit\n # + Serverless https://kserve.github.io/website/master/admin/serverless/serverless/\n + \ # RawDeployment https://kserve.github.io/website/master/admin/kubernetes_deployment/\n + \ # ModelMesh https://kserve.github.io/website/master/admin/modelmesh/\n \"defaultDeploymentMode\": + \"Serverless\"\n }\n \n # ====================================== METRICS CONFIGURATION + ======================================\n # Example\n metricsAggregator: |-\n {\n + \ \"enableMetricAggregation\": \"false\",\n \"enablePrometheusScraping\" + : \"false\"\n }\n # For more info see https://github.com/kserve/kserve/blob/master/qpext/README.md\n + metricsAggregator: |-\n {\n # enableMetricAggregation configures metric + aggregation annotation. This adds the annotation serving.kserve.io/enable-metric-aggregation + to every\n # service with the specified boolean value. If true enables metric + aggregation in queue-proxy by setting env vars in the queue proxy container\n + \ # to configure scraping ports.\n \"enableMetricAggregation\": \"false\",\n + \ \n # enablePrometheusScraping configures metric aggregation annotation. + This adds the annotation serving.kserve.io/enable-metric-aggregation to every\n + \ # service with the specified boolean value. If true, prometheus annotations + are added to the pod. If serving.kserve.io/enable-metric-aggregation is false,\n + \ # the prometheus port is set with the default prometheus scraping port 9090, + otherwise the prometheus port annotation is set with the metric aggregation port.\n + \ \"enablePrometheusScraping\" : \"false\"\n }\n \n # ====================================== + LOCALMODEL CONFIGURATION ======================================\n # Example\n + localModel: |-\n {\n \"enabled\": false,\n # jobNamespace specifies + the namespace where the download job will be created.\n \"jobNamespace\": + \"kserve-localmodel-jobs\",\n # defaultJobImage specifies the default image + used for the download job.\n \"defaultJobImage\" : \"kserve/storage-initializer:v0.14.0\",\n + \ # Kubernetes modifies the filesystem group ID on the attached volume.\n \"FSGroup\": + 1000\n }" + agent: |- + { + "image" : "kserve/agent:v0.14.0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } + batcher: |- + { + "image" : "kserve/agent:v0.14.0", + "memoryRequest": "1Gi", + "memoryLimit": "1Gi", + "cpuRequest": "1", + "cpuLimit": "1", + "maxBatchSize": "32", + "maxLatency": "5000" + } + credentials: |- + { + "storageSpecSecretName": "storage-config", + "storageSecretNameAnnotation": "serving.kserve.io/storageSecretName", + "gcs": { + "gcsCredentialFileName": "gcloud-application-credentials.json" + }, + "s3": { + "s3AccessKeyIDName": "AWS_ACCESS_KEY_ID", + "s3SecretAccessKeyName": "AWS_SECRET_ACCESS_KEY", + "s3Endpoint": "", + "s3UseHttps": "", + "s3Region": "", + "s3VerifySSL": "", + "s3UseVirtualBucket": "", + "s3UseAccelerate": "", + "s3UseAnonymousCredential": "", + "s3CABundle": "" + } + } + deploy: |- + { + "defaultDeploymentMode": "Serverless" + } + explainers: |- + { + "art": { + "image" : "kserve/art-explainer", + "defaultImageVersion": "latest" + } + } + ingress: |- + { + "ingressGateway" : "knative-serving/knative-ingress-gateway", + "localGateway" : "knative-serving/knative-local-gateway", + "localGatewayService" : "knative-local-gateway.istio-system.svc.cluster.local", + "ingressDomain" : "example.com", + "ingressClassName" : "istio", + "domainTemplate": "{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}", + "urlScheme": "http", + "disableIstioVirtualHost": false, + "disableIngressCreation": false + } + localModel: |- + { + "enabled": false, + "jobNamespace": "kserve-localmodel-jobs", + "defaultJobImage" : "kserve/storage-initializer:v0.14.0", + "FSGroup": 1000 + } + logger: |- + { + "image" : "kserve/agent:v0.14.0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1", + "defaultUrl": "http://default-broker" + } + metricsAggregator: |- + { + "enableMetricAggregation": "false", + "enablePrometheusScraping" : "false" + } + router: |- + { + "image" : "kserve/router:v0.14.0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } + security: |- + { + "autoMountServiceAccountToken": true + } + storageInitializer: |- + { + "image" : "kserve/storage-initializer:v0.14.0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1", + "caBundleConfigMapName": "", + "caBundleVolumeMountPath": "/etc/ssl/custom-certs", + "enableDirectPvcVolumeMount": true, + "enableModelcar": false, + "cpuModelcar": "10m", + "memoryModelcar": "15Mi" + } +kind: ConfigMap +metadata: + name: inferenceservice-config + namespace: kserve +--- +apiVersion: v1 +kind: Secret +metadata: + name: kserve-webhook-server-secret + namespace: kserve +--- +apiVersion: v1 +kind: Service +metadata: + annotations: + prometheus.io/port: "8443" + prometheus.io/scheme: https + prometheus.io/scrape: "true" + labels: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager-metrics-service + namespace: kserve +spec: + ports: + - name: https + port: 8443 + targetPort: https + selector: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" +--- +apiVersion: v1 +kind: Service +metadata: + labels: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager-service + namespace: kserve +spec: + ports: + - port: 8443 + protocol: TCP + targetPort: https + selector: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" +--- +apiVersion: v1 +kind: Service +metadata: + name: kserve-webhook-server-service + namespace: kserve +spec: + ports: + - port: 443 + targetPort: webhook-server + selector: + control-plane: kserve-controller-manager +--- +apiVersion: apps/v1 +kind: Deployment +metadata: + labels: + app.kubernetes.io/name: kserve-controller-manager + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager + namespace: kserve +spec: + selector: + matchLabels: + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + template: + metadata: + annotations: + kubectl.kubernetes.io/default-container: manager + labels: + app.kubernetes.io/name: kserve-controller-manager + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + spec: + containers: + - args: + - --metrics-addr=127.0.0.1:8080 + - --leader-elect + command: + - /manager + env: + - name: POD_NAMESPACE + valueFrom: + fieldRef: + fieldPath: metadata.namespace + - name: SECRET_NAME + value: kserve-webhook-server-cert + image: kserve/kserve-controller:v0.14.0 + imagePullPolicy: Always + livenessProbe: + failureThreshold: 5 + httpGet: + path: /healthz + port: 8081 + initialDelaySeconds: 10 + timeoutSeconds: 5 + name: manager + ports: + - containerPort: 9443 + name: webhook-server + protocol: TCP + readinessProbe: + failureThreshold: 10 + httpGet: + path: /readyz + port: 8081 + initialDelaySeconds: 10 + periodSeconds: 5 + timeoutSeconds: 5 + resources: + limits: + cpu: 100m + memory: 300Mi + requests: + cpu: 100m + memory: 200Mi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true + volumeMounts: + - mountPath: /tmp/k8s-webhook-server/serving-certs + name: cert + readOnly: true + - args: + - --secure-listen-address=0.0.0.0:8443 + - --upstream=http://127.0.0.1:8080/ + - --logtostderr=true + - --v=10 + image: quay.io/brancz/kube-rbac-proxy:v0.18.0 + name: kube-rbac-proxy + ports: + - containerPort: 8443 + name: https + protocol: TCP + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true + securityContext: + runAsNonRoot: true + serviceAccountName: kserve-controller-manager + terminationGracePeriodSeconds: 10 + volumes: + - name: cert + secret: + defaultMode: 420 + secretName: kserve-webhook-server-cert +--- +apiVersion: apps/v1 +kind: Deployment +metadata: + labels: + app.kubernetes.io/name: kserve-localmodel-controller-manager + control-plane: kserve-localmodel-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-localmodel-controller-manager + namespace: kserve +spec: + selector: + matchLabels: + control-plane: kserve-localmodel-controller-manager + controller-tools.k8s.io: "1.0" + template: + metadata: + annotations: + kubectl.kubernetes.io/default-container: manager + labels: + app.kubernetes.io/name: kserve-localmodel-controller-manager + control-plane: kserve-localmodel-controller-manager + controller-tools.k8s.io: "1.0" + spec: + containers: + - command: + - /manager + env: + - name: POD_NAMESPACE + valueFrom: + fieldRef: + fieldPath: metadata.namespace + image: kserve/kserve-localmodel-controller:v0.14.0 + imagePullPolicy: Always + name: manager + resources: + limits: + cpu: 100m + memory: 300Mi + requests: + cpu: 100m + memory: 200Mi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true + securityContext: + runAsNonRoot: true + serviceAccountName: kserve-localmodel-controller-manager + terminationGracePeriodSeconds: 10 +--- +apiVersion: cert-manager.io/v1 +kind: Certificate +metadata: + name: serving-cert + namespace: kserve +spec: + commonName: kserve-webhook-server-service.kserve.svc + dnsNames: + - kserve-webhook-server-service.kserve.svc + issuerRef: + kind: Issuer + name: selfsigned-issuer + secretName: kserve-webhook-server-cert +--- +apiVersion: cert-manager.io/v1 +kind: Issuer +metadata: + name: selfsigned-issuer + namespace: kserve +spec: + selfSigned: {} +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: MutatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: inferenceservice.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /mutate-serving-kserve-io-v1beta1-inferenceservice + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.defaulter + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1beta1 + operations: + - CREATE + - UPDATE + resources: + - inferenceservices + sideEffects: None +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /mutate-pods + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.pod-mutator + namespaceSelector: + matchExpressions: + - key: control-plane + operator: DoesNotExist + objectSelector: + matchExpressions: + - key: serving.kserve.io/inferenceservice + operator: Exists + reinvocationPolicy: IfNeeded + rules: + - apiGroups: + - "" + apiVersions: + - v1 + operations: + - CREATE + resources: + - pods + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: clusterservingruntime.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /validate-serving-kserve-io-v1alpha1-clusterservingruntime + failurePolicy: Fail + name: clusterservingruntime.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - clusterservingruntimes + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: inferencegraph.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /validate-serving-kserve-io-v1alpha1-inferencegraph + failurePolicy: Fail + name: inferencegraph.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - inferencegraphs + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: inferenceservice.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /validate-serving-kserve-io-v1beta1-inferenceservice + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1beta1 + operations: + - CREATE + - UPDATE + resources: + - inferenceservices + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: servingruntime.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /validate-serving-kserve-io-v1alpha1-servingruntime + failurePolicy: Fail + name: servingruntime.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - servingruntimes + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kserve/serving-cert + creationTimestamp: null + name: trainedmodel.serving.kserve.io +webhooks: +- admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kserve + path: /validate-serving-kserve-io-v1alpha1-trainedmodel + failurePolicy: Fail + name: trainedmodel.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - trainedmodels + sideEffects: None diff --git a/install/v0.14.0/kserve_kubeflow.yaml b/install/v0.14.0/kserve_kubeflow.yaml new file mode 100644 index 00000000000..40a10344e4f --- /dev/null +++ b/install/v0.14.0/kserve_kubeflow.yaml @@ -0,0 +1,32192 @@ +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: clusterlocalmodels.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterLocalModel + listKind: ClusterLocalModelList + plural: clusterlocalmodels + singular: clusterlocalmodel + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + modelSize: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + nodeGroup: + type: string + sourceModelUri: + type: string + x-kubernetes-validations: + - message: StorageUri is immutable + rule: self == oldSelf + required: + - modelSize + - nodeGroup + - sourceModelUri + type: object + status: + properties: + copies: + properties: + available: + type: integer + failed: + type: integer + total: + type: integer + type: object + inferenceServices: + items: + properties: + name: + type: string + namespace: + type: string + type: object + type: array + nodeStatus: + additionalProperties: + enum: + - "" + - NodeNotReady + - NodeDownloadPending + - NodeDownloading + - NodeDownloaded + - NodeDownloadError + - NodeDeleting + - NodeDeletionError + - NodeDeleted + type: string + type: object + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: clusterservingruntimes.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterServingRuntime + listKind: ClusterServingRuntimeList + plural: clusterservingruntimes + singular: clusterservingruntime + scope: Cluster + versions: + - additionalPrinterColumns: + - jsonPath: .spec.disabled + name: Disabled + type: boolean + - jsonPath: .spec.supportedModelFormats[*].name + name: ModelType + type: string + - jsonPath: .spec.containers[*].name + name: Containers + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + builtInAdapter: + properties: + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + memBufferBytes: + type: integer + modelLoadingTimeoutMillis: + type: integer + runtimeManagementPort: + type: integer + serverType: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + disabled: + type: boolean + grpcDataEndpoint: + type: string + grpcEndpoint: + type: string + hostIPC: + type: boolean + httpDataEndpoint: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + multiModel: + type: boolean + nodeSelector: + additionalProperties: + type: string + type: object + protocolVersions: + items: + type: string + type: array + replicas: + type: integer + storageHelper: + properties: + disabled: + type: boolean + type: object + supportedModelFormats: + items: + properties: + autoSelect: + type: boolean + name: + type: string + priority: + format: int32 + minimum: 1 + type: integer + version: + type: string + required: + - name + type: object + type: array + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + workerSpec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + hostIPC: + type: boolean + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + nodeSelector: + additionalProperties: + type: string + type: object + size: + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + required: + - containers + type: object + required: + - containers + type: object + status: + type: object + type: object + served: true + storage: true + subresources: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: clusterstoragecontainers.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterStorageContainer + listKind: ClusterStorageContainerList + plural: clusterstoragecontainers + singular: clusterstoragecontainer + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + disabled: + type: boolean + kind: + type: string + metadata: + type: object + spec: + properties: + container: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + supportedUriFormats: + items: + properties: + prefix: + type: string + regex: + type: string + type: object + type: array + workloadType: + default: initContainer + type: string + required: + - container + - supportedUriFormats + type: object + type: object + served: true + storage: true +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferencegraphs.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: InferenceGraph + listKind: InferenceGraphList + plural: inferencegraphs + shortNames: + - ig + singular: inferencegraph + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodes: + additionalProperties: + properties: + routerType: + enum: + - Sequence + - Splitter + - Ensemble + - Switch + type: string + steps: + items: + properties: + condition: + type: string + data: + type: string + dependency: + enum: + - Soft + - Hard + type: string + name: + type: string + nodeName: + type: string + serviceName: + type: string + serviceUrl: + type: string + weight: + format: int64 + type: integer + type: object + type: array + required: + - routerType + type: object + type: object + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + timeout: + format: int64 + type: integer + required: + - nodes + type: object + status: + properties: + annotations: + additionalProperties: + type: string + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + controller-gen.kubebuilder.io/version: v0.16.2 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferenceservices.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: InferenceService + listKind: InferenceServiceList + plural: inferenceservices + shortNames: + - isvc + singular: inferenceservice + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .status.components.predictor.traffic[?(@.tag=='prev')].percent + name: Prev + type: integer + - jsonPath: .status.components.predictor.traffic[?(@.latestRevision==true)].percent + name: Latest + type: integer + - jsonPath: .status.components.predictor.traffic[?(@.tag=='prev')].revisionName + name: PrevRolledoutRevision + type: string + - jsonPath: .status.components.predictor.traffic[?(@.latestRevision==true)].revisionName + name: LatestReadyRevision + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1beta1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + explainer: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + art: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + config: + additionalProperties: + type: string + type: object + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + type: + type: string + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + deploymentStrategy: + properties: + rollingUpdate: + properties: + maxSurge: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + maxUnavailable: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + type: + type: string + type: object + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + x-kubernetes-list-type: atomic + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + x-kubernetes-list-type: atomic + searches: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + x-kubernetes-list-type: atomic + ip: + type: string + required: + - ip + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + logger: + properties: + metadataHeaders: + items: + type: string + type: array + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + x-kubernetes-list-type: atomic + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + type: object + predictor: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + deploymentStrategy: + properties: + rollingUpdate: + properties: + maxSurge: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + maxUnavailable: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + type: + type: string + type: object + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + x-kubernetes-list-type: atomic + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + x-kubernetes-list-type: atomic + searches: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + x-kubernetes-list-type: atomic + ip: + type: string + required: + - ip + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + huggingface: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + lightgbm: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + logger: + properties: + metadataHeaders: + items: + type: string + type: array + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + model: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + modelFormat: + properties: + name: + type: string + version: + type: string + required: + - name + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtime: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + onnx: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + paddle: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + pmml: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + pytorch: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + x-kubernetes-list-type: atomic + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + sklearn: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + subdomain: + type: string + tensorflow: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + triton: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + workerSpec: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + automountServiceAccountToken: + type: boolean + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + x-kubernetes-list-type: atomic + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + x-kubernetes-list-type: atomic + searches: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + ephemeralContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + targetContainerName: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + x-kubernetes-list-type: atomic + ip: + type: string + required: + - ip + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + required: + - name + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + x-kubernetes-list-type: atomic + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + size: + type: integer + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + type: object + xgboost: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + type: object + transformer: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + deploymentStrategy: + properties: + rollingUpdate: + properties: + maxSurge: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + maxUnavailable: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + type: + type: string + type: object + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + x-kubernetes-list-type: atomic + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + x-kubernetes-list-type: atomic + searches: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + x-kubernetes-list-type: atomic + ip: + type: string + required: + - ip + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + logger: + properties: + metadataHeaders: + items: + type: string + type: array + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + x-kubernetes-list-type: atomic + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + type: object + required: + - predictor + type: object + status: + properties: + address: + properties: + CACerts: + type: string + audience: + type: string + name: + type: string + url: + type: string + type: object + annotations: + additionalProperties: + type: string + type: object + components: + additionalProperties: + properties: + address: + properties: + CACerts: + type: string + audience: + type: string + name: + type: string + url: + type: string + type: object + grpcUrl: + type: string + latestCreatedRevision: + type: string + latestReadyRevision: + type: string + latestRolledoutRevision: + type: string + previousRolledoutRevision: + type: string + restUrl: + type: string + traffic: + items: + properties: + configurationName: + type: string + latestRevision: + type: boolean + percent: + format: int64 + type: integer + revisionName: + type: string + tag: + type: string + url: + type: string + type: object + type: array + url: + type: string + type: object + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + modelStatus: + properties: + copies: + properties: + failedCopies: + default: 0 + type: integer + totalCopies: + type: integer + required: + - failedCopies + type: object + lastFailureInfo: + properties: + exitCode: + format: int32 + type: integer + location: + type: string + message: + type: string + modelRevisionName: + type: string + reason: + enum: + - ModelLoadFailed + - RuntimeUnhealthy + - RuntimeDisabled + - NoSupportingRuntime + - RuntimeNotRecognized + - InvalidPredictorSpec + type: string + time: + format: date-time + type: string + type: object + states: + properties: + activeModelState: + default: Pending + enum: + - "" + - Pending + - Standby + - Loading + - Loaded + - FailedToLoad + type: string + targetModelState: + default: "" + enum: + - "" + - Pending + - Standby + - Loading + - Loaded + - FailedToLoad + type: string + required: + - activeModelState + type: object + transitionStatus: + default: UpToDate + enum: + - "" + - UpToDate + - InProgress + - BlockedByFailedLoad + - InvalidSpec + type: string + required: + - transitionStatus + type: object + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + x-kubernetes-preserve-unknown-fields: true + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: localmodelnodegroups.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: LocalModelNodeGroup + listKind: LocalModelNodeGroupList + plural: localmodelnodegroups + singular: localmodelnodegroup + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + persistentVolumeClaimSpec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + persistentVolumeSpec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + secretNamespace: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + capacity: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + claimRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + resourceVersion: + type: string + uid: + type: string + type: object + x-kubernetes-map-type: granular + csi: + properties: + controllerExpandSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + controllerPublishSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + driver: + type: string + fsType: + type: string + nodeExpandSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + nodePublishSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + nodeStageSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + volumeHandle: + type: string + required: + - driver + - volumeHandle + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + glusterfs: + properties: + endpoints: + type: string + endpointsNamespace: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + local: + properties: + fsType: + type: string + path: + type: string + required: + - path + type: object + mountOptions: + items: + type: string + type: array + x-kubernetes-list-type: atomic + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + nodeAffinity: + properties: + required: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + persistentVolumeReclaimPolicy: + type: string + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + storageClassName: + type: string + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + resourceVersion: + type: string + uid: + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + volumeAttributesClassName: + type: string + volumeMode: + type: string + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + type: object + storageLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + required: + - persistentVolumeClaimSpec + - persistentVolumeSpec + - storageLimit + type: object + status: + properties: + available: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + used: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + served: true + storage: true +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: servingruntimes.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ServingRuntime + listKind: ServingRuntimeList + plural: servingruntimes + singular: servingruntime + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .spec.disabled + name: Disabled + type: boolean + - jsonPath: .spec.supportedModelFormats[*].name + name: ModelType + type: string + - jsonPath: .spec.containers[*].name + name: Containers + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + builtInAdapter: + properties: + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + memBufferBytes: + type: integer + modelLoadingTimeoutMillis: + type: integer + runtimeManagementPort: + type: integer + serverType: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + disabled: + type: boolean + grpcDataEndpoint: + type: string + grpcEndpoint: + type: string + hostIPC: + type: boolean + httpDataEndpoint: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + multiModel: + type: boolean + nodeSelector: + additionalProperties: + type: string + type: object + protocolVersions: + items: + type: string + type: array + replicas: + type: integer + storageHelper: + properties: + disabled: + type: boolean + type: object + supportedModelFormats: + items: + properties: + autoSelect: + type: boolean + name: + type: string + priority: + format: int32 + minimum: 1 + type: integer + version: + type: string + required: + - name + type: object + type: array + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + workerSpec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + hostIPC: + type: boolean + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + nodeSelector: + additionalProperties: + type: string + type: object + size: + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + required: + - containers + type: object + required: + - containers + type: object + status: + type: object + type: object + served: true + storage: true + subresources: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + labels: + app: kserve + app.kubernetes.io/name: kserve + name: trainedmodels.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: TrainedModel + listKind: TrainedModelList + plural: trainedmodels + shortNames: + - tm + singular: trainedmodel + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .status.url + name: URL + type: string + - jsonPath: .status.conditions[?(@.type=='Ready')].status + name: Ready + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + inferenceService: + type: string + model: + properties: + framework: + type: string + memory: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + storageUri: + type: string + required: + - framework + - memory + - storageUri + type: object + required: + - inferenceService + - model + type: object + status: + properties: + address: + properties: + CACerts: + type: string + audience: + type: string + name: + type: string + url: + type: string + type: object + annotations: + additionalProperties: + type: string + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: + type: string + required: + - status + - type + type: object + type: array + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: v1 +kind: ServiceAccount +metadata: + labels: + app: kserve + app.kubernetes.io/instance: kserve-controller-manager + app.kubernetes.io/managed-by: kserve-controller-manager + app.kubernetes.io/name: kserve + name: kserve-controller-manager + namespace: kubeflow +--- +apiVersion: v1 +kind: ServiceAccount +metadata: + labels: + app: kserve + app.kubernetes.io/instance: kserve-localmodel-controller-manager + app.kubernetes.io/managed-by: kserve-localmodel-controller-manager + app.kubernetes.io/name: kserve + name: kserve-localmodel-controller-manager + namespace: kubeflow +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: Role +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-leader-election-role + namespace: kubeflow +rules: + - apiGroups: + - coordination.k8s.io + resources: + - leases + verbs: + - create + - get + - list + - update + - apiGroups: + - "" + resources: + - configmaps + verbs: + - get + - list + - watch + - create + - update + - patch + - delete + - apiGroups: + - "" + resources: + - configmaps/status + verbs: + - get + - update + - patch + - apiGroups: + - "" + resources: + - events + verbs: + - create +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-localmodel-manager-role +rules: + - apiGroups: + - "" + resources: + - configmaps + verbs: + - get + - apiGroups: + - "" + resources: + - nodes + verbs: + - get + - list + - watch + - apiGroups: + - "" + resources: + - nodes/status + verbs: + - get + - watch + - apiGroups: + - "" + resources: + - persistentvolumeclaims + - persistentvolumes + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - batch + resources: + - jobs + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - batch + resources: + - jobs/status + verbs: + - get + - apiGroups: + - serving.kserve.io + resources: + - clusterlocalmodels + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.kserve.io + resources: + - clusterlocalmodels/status + verbs: + - get + - patch + - update + - apiGroups: + - serving.kserve.io + resources: + - clusterstoragecontainers + - inferenceservices + - localmodelnodegroups + verbs: + - get + - list + - watch +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-manager-role +rules: + - apiGroups: + - "" + resources: + - configmaps + verbs: + - create + - get + - update + - apiGroups: + - "" + resources: + - events + - services + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - "" + resources: + - namespaces + - pods + verbs: + - get + - list + - watch + - apiGroups: + - "" + resources: + - secrets + - serviceaccounts + verbs: + - get + - apiGroups: + - admissionregistration.k8s.io + resources: + - mutatingwebhookconfigurations + - validatingwebhookconfigurations + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - apps + resources: + - deployments + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - autoscaling + resources: + - horizontalpodautoscalers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - networking.istio.io + resources: + - virtualservices + - virtualservices/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - networking.istio.io + resources: + - virtualservices/status + verbs: + - get + - patch + - update + - apiGroups: + - networking.k8s.io + resources: + - ingresses + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.knative.dev + resources: + - services + - services/finalizers + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.knative.dev + resources: + - services/status + verbs: + - get + - patch + - update + - apiGroups: + - serving.kserve.io + resources: + - clusterlocalmodels + verbs: + - get + - list + - apiGroups: + - serving.kserve.io + resources: + - clusterservingruntimes + - clusterservingruntimes/finalizers + - clusterstoragecontainers + - inferencegraphs + - inferencegraphs/finalizers + - inferenceservices + - inferenceservices/finalizers + - servingruntimes + - servingruntimes/finalizers + - trainedmodels + verbs: + - create + - delete + - get + - list + - patch + - update + - watch + - apiGroups: + - serving.kserve.io + resources: + - clusterservingruntimes/status + - inferencegraphs/status + - inferenceservices/status + - servingruntimes/status + - trainedmodels/status + verbs: + - get + - patch + - update +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-proxy-role +rules: + - apiGroups: + - authentication.k8s.io + resources: + - tokenreviews + verbs: + - create + - apiGroups: + - authorization.k8s.io + resources: + - subjectaccessreviews + verbs: + - create +--- +aggregationRule: + clusterRoleSelectors: + - matchLabels: + rbac.authorization.kubeflow.org/aggregate-to-kubeflow-kserve-admin: "true" +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + rbac.authorization.kubeflow.org/aggregate-to-kubeflow-admin: "true" + name: kubeflow-kserve-admin +rules: [] +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + rbac.authorization.kubeflow.org/aggregate-to-kubeflow-edit: "true" + rbac.authorization.kubeflow.org/aggregate-to-kubeflow-kserve-admin: "true" + name: kubeflow-kserve-edit +rules: + - apiGroups: + - serving.kserve.io + resources: + - inferenceservices + - servingruntimes + verbs: + - get + - list + - watch + - create + - delete + - deletecollection + - patch + - update + - apiGroups: + - serving.knative.dev + resources: + - services + - services/status + - routes + - routes/status + - configurations + - configurations/status + - revisions + - revisions/status + verbs: + - get + - list + - watch + - create + - delete + - deletecollection + - patch + - update +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + rbac.authorization.kubeflow.org/aggregate-to-kubeflow-view: "true" + name: kubeflow-kserve-view +rules: + - apiGroups: + - serving.kserve.io + resources: + - inferenceservices + - servingruntimes + verbs: + - get + - list + - watch + - apiGroups: + - serving.knative.dev + resources: + - services + - services/status + - routes + - routes/status + - configurations + - configurations/status + - revisions + - revisions/status + verbs: + - get + - list +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: RoleBinding +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-leader-election-rolebinding + namespace: kubeflow +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: Role + name: kserve-leader-election-role +subjects: + - kind: ServiceAccount + name: kserve-controller-manager + namespace: kubeflow +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-localmodel-manager-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-localmodel-manager-role +subjects: + - kind: ServiceAccount + name: kserve-localmodel-controller-manager + namespace: kubeflow +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-manager-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-manager-role +subjects: + - kind: ServiceAccount + name: kserve-controller-manager + namespace: kubeflow +--- +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-proxy-rolebinding +roleRef: + apiGroup: rbac.authorization.k8s.io + kind: ClusterRole + name: kserve-proxy-role +subjects: + - kind: ServiceAccount + name: kserve-controller-manager + namespace: kubeflow +--- +apiVersion: v1 +data: + _example: "################################\n# #\n# EXAMPLE CONFIGURATION #\n# #\n################################\n\n# This block is not actually functional configuration,\n# but serves to illustrate the available configuration\n# options and document them in a way that is accessible\n# to users that `kubectl edit` this config map.\n#\n# These sample configuration options may be copied out of\n# this example block and unindented to be in the data block\n# to actually change the configuration.\n\n# ====================================== EXPLAINERS CONFIGURATION ======================================\n# Example\nexplainers: |-\n {\n \"art\": {\n \"image\" : \"kserve/art-explainer\",\n \"defaultImageVersion\": \"latest\"\n }\n }\n# Art Explainer runtime configuration\n explainers: |-\n {\n # Art explainer runtime configuration\n \"art\": {\n # image contains the default Art explainer serving runtime image uri.\n \"image\" : \"kserve/art-explainer\",\n \n # defautltImageVersion contains the Art explainer serving runtime default image version.\n \"defaultImageVersion\": \"latest\"\n }\n }\n \n # ====================================== STORAGE INITIALIZER CONFIGURATION ======================================\n # Example\n storageInitializer: |-\n {\n \"image\" : \"kserve/storage-initializer:v0.14.0\",\n \"memoryRequest\": \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n \"cpuLimit\": \"1\",\n \"caBundleConfigMapName\": \"\",\n \"caBundleVolumeMountPath\": \"/etc/ssl/custom-certs\",\n \"enableDirectPvcVolumeMount\": false,\n \"enableModelcar\": false,\n \"cpuModelcar\": \"10m\",\n \"memoryModelcar\": \"15Mi\"\n }\n storageInitializer: |-\n {\n # image contains the default storage initializer image uri.\n \"image\" : \"kserve/storage-initializer:v0.14.0\",\n \n # memoryRequest is the requests.memory to set for the storage initializer init container.\n \"memoryRequest\": \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the storage initializer init container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the storage initializer init container.\n \"cpuRequest\": \"100m\",\n \n # cpuLimit is the limits.cpu to set for the storage initializer init container.\n \"cpuLimit\": \"1\",\n \n # caBundleConfigMapName is the ConfigMap will be copied to a user namespace for the storage initializer init container.\n \"caBundleConfigMapName\": \"\",\n\n # caBundleVolumeMountPath is the mount point for the configmap set by caBundleConfigMapName for the storage initializer init container.\n \"caBundleVolumeMountPath\": \"/etc/ssl/custom-certs\",\n\n # enableDirectPvcVolumeMount controls whether users can mount pvc volumes directly.\n # if pvc volume is provided in storageuri then the pvc volume is directly mounted to /mnt/models in the user container.\n # rather than symlink it to a shared volume. For more info see https://github.com/kserve/kserve/issues/2737\n \"enableDirectPvcVolumeMount\": true,\n\n # enableModelcar enabled allows you to directly access an OCI container image by\n # using a source URL with an \"oci://\" schema.\n \"enableModelcar\": false,\n\n # cpuModelcar is the cpu request and limit that is used for the passive modelcar container. It can be\n # set very low, but should be allowed by any Kubernetes LimitRange that might apply.\n \"cpuModelcar\": \"10m\",\n\n # cpuModelcar is the memory request and limit that is used for the passive modelcar container. It can be\n # set very low, but should be allowed by any Kubernetes LimitRange that might apply.\n \"memoryModelcar\": \"15Mi\",\n\n # uidModelcar is the UID under with which the modelcar process and the main container is running.\n # Some Kubernetes clusters might require this to be root (0). If not set the user id is left untouched (default)\n \"uidModelcar\": 10\n }\n \n # ====================================== CREDENTIALS ======================================\n # Example\n credentials: |-\n {\n \"storageSpecSecretName\": \"storage-config\",\n \"storageSecretNameAnnotation\": \"serving.kserve.io/storageSecretName\",\n \"gcs\": {\n \"gcsCredentialFileName\": \"gcloud-application-credentials.json\"\n },\n \"s3\": {\n \"s3AccessKeyIDName\": \"AWS_ACCESS_KEY_ID\",\n \"s3SecretAccessKeyName\": \"AWS_SECRET_ACCESS_KEY\",\n \"s3Endpoint\": \"\",\n \"s3UseHttps\": \"\",\n \"s3Region\": \"\",\n \"s3VerifySSL\": \"\",\n \"s3UseVirtualBucket\": \"\",\n \"s3UseAccelerate\": \"\",\n \"s3UseAnonymousCredential\": \"\",\n \"s3CABundle\": \"\"\n }\n }\n # This is a global configuration used for downloading models from the cloud storage.\n # You can override this configuration by specifying the annotations on service account or static secret.\n # https://kserve.github.io/website/master/modelserving/storage/s3/s3/\n # For a quick reference about AWS ENV variables:\n # AWS Cli: https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-envvars.html\n # Boto: https://boto3.amazonaws.com/v1/documentation/api/latest/guide/configuration.html#using-environment-variables\n #\n # The `s3AccessKeyIDName` and `s3SecretAccessKeyName` fields are only used from this configmap when static credentials (IAM User Access Key Secret)\n # are used as the authentication method for AWS S3.\n # The rest of the fields are used in both authentication methods (IAM Role for Service Account & IAM User Access Key Secret) if a non-empty value is provided.\n credentials: |-\n {\n # storageSpecSecretName contains the secret name which has the credentials for downloading the model.\n # This option is used when specifying the storage spec on isvc yaml.\n \"storageSpecSecretName\": \"storage-config\",\n\n # The annotation can be specified on isvc yaml to allow overriding with the secret name reference from the annotation value.\n # When using storageUri the order of the precedence is: secret name reference annotation > secret name references from service account\n # When using storageSpec the order of the precedence is: secret name reference annotation > storageSpecSecretName in configmap\n\n # Configuration for google cloud storage\n \"gcs\": {\n # gcsCredentialFileName specifies the filename of the gcs credential\n \"gcsCredentialFileName\": \"gcloud-application-credentials.json\"\n },\n \n # Configuration for aws s3 storage. This add the corresponding environmental variables to the storage initializer init container.\n # For more info on s3 storage see https://kserve.github.io/website/master/modelserving/storage/s3/s3/\n \"s3\": {\n # s3AccessKeyIDName specifies the s3 access key id name\n \"s3AccessKeyIDName\": \"AWS_ACCESS_KEY_ID\",\n \n # s3SecretAccessKeyName specifies the s3 secret access key name\n \"s3SecretAccessKeyName\": \"AWS_SECRET_ACCESS_KEY\",\n \n # s3Endpoint specifies the s3 endpoint\n \"s3Endpoint\": \"\",\n \n # s3UseHttps controls whether to use secure https or unsecure http to download models.\n # Allowed values are 0 and 1.\n \"s3UseHttps\": \"\",\n \n # s3Region specifies the region of the bucket.\n \"s3Region\": \"\",\n \n # s3VerifySSL controls whether to verify the tls/ssl certificate.\n \"s3VerifySSL\": \"\",\n \n # s3UseVirtualBucket configures whether it is a virtual bucket or not.\n \"s3UseVirtualBucket\": \"\",\n\n # s3UseAccelerate configures whether to use transfer acceleration.\n \"s3UseAccelerate\": \"\",\n \n # s3UseAnonymousCredential configures whether to use anonymous credentials to download the model or not.\n \"s3UseAnonymousCredential\": \"\",\n \n # s3CABundle specifies the path to a certificate bundle to use for HTTPS certificate validation.\n \"s3CABundle\": \"\"\n }\n }\n \n # ====================================== INGRESS CONFIGURATION ======================================\n # Example\n ingress: |-\n {\n \"ingressGateway\" : \"knative-serving/knative-ingress-gateway\",\n \"localGateway\" : \"knative-serving/knative-local-gateway\",\n \"localGatewayService\" : \"knative-local-gateway.istio-system.svc.cluster.local\",\n \"ingressDomain\" : \"example.com\",\n \"additionalIngressDomains\": [\"additional-example.com\", \"additional-example-1.com\"],\n \"ingressClassName\" : \"istio\",\n \"domainTemplate\": \"{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}\",\n \"urlScheme\": \"http\",\n \"disableIstioVirtualHost\": false,\n \"disableIngressCreation\": false\n }\n ingress: |-\n {\n # ingressGateway specifies the ingress gateway to serve external traffic.\n # The gateway should be specified in format /\n # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer.\n \"ingressGateway\" : \"knative-serving/knative-ingress-gateway\",\n \n # knativeLocalGatewayService specifies the hostname of the Knative's local gateway service.\n # The default KServe configurations are re-using the Istio local gateways for Knative. In this case, this\n # knativeLocalGatewayService field can be left unset. When unset, the value of \"localGatewayService\" will be used.\n # However, sometimes it may be better to have local gateways specifically for KServe (e.g. when enabling strict mTLS in Istio).\n # Under such setups where KServe is needed to have its own local gateways, the values of the \"localGateway\" and\n # \"localGatewayService\" should point to the KServe local gateways. Then, this knativeLocalGatewayService field\n # should point to the Knative's local gateway service.\n # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer.\n \"knativeLocalGatewayService\": \"\",\n \n # localGateway specifies the gateway which handles the network traffic within the cluster.\n # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer.\n \"localGateway\" : \"knative-serving/knative-local-gateway\",\n \n # localGatewayService specifies the hostname of the local gateway service.\n # NOTE: This configuration only applicable for serverless deployment with Istio configured as network layer.\n \"localGatewayService\" : \"knative-local-gateway.istio-system.svc.cluster.local\",\n \n # ingressDomain specifies the domain name which is used for creating the url.\n # If ingressDomain is empty then example.com is used as default domain.\n # NOTE: This configuration only applicable for raw deployment.\n \"ingressDomain\" : \"example.com\",\n\n # additionalIngressDomains specifies the additional domain names which are used for creating the url.\n \"additionalIngressDomains\": [\"additional-example.com\", \"additional-example-1.com\"]\n\n # ingressClassName specifies the ingress controller to use for ingress traffic.\n # This is optional and if omitted the default ingress in the cluster is used.\n # https://kubernetes.io/docs/concepts/services-networking/ingress/#default-ingress-class\n # NOTE: This configuration only applicable for raw deployment.\n \"ingressClassName\" : \"istio\",\n \n # domainTemplate specifies the template for generating domain/url for each inference service by combining variable from:\n # Name of the inference service ( {{ .Name}} )\n # Namespace of the inference service ( {{ .Namespace }} )\n # Annotation of the inference service ( {{ .Annotations.key }} )\n # Label of the inference service ( {{ .Labels.key }} )\n # IngressDomain ( {{ .IngressDomain }} )\n # If domain template is empty the default template {{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }} is used.\n # NOTE: This configuration only applicable for raw deployment.\n \"domainTemplate\": \"{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}\",\n \n # urlScheme specifies the url scheme to use for inference service and inference graph.\n # If urlScheme is empty then by default http is used.\n \"urlScheme\": \"http\",\n \n # disableIstioVirtualHost controls whether to use istio as network layer.\n # By default istio is used as the network layer. When DisableIstioVirtualHost is true, KServe does not\n # create the top level virtual service thus Istio is no longer required for serverless mode.\n # By setting this field to true, user can use other networking layers supported by knative.\n # For more info https://github.com/kserve/kserve/pull/2380, https://kserve.github.io/website/master/admin/serverless/kourier_networking/.\n # NOTE: This configuration is only applicable to serverless deployment.\n \"disableIstioVirtualHost\": false,\n\n # disableIngressCreation controls whether to disable ingress creation for raw deployment mode.\n \"disableIngressCreation\": false,\n \n # pathTemplate specifies the template for generating path based url for each inference service.\n # The following variables can be used in the template for generating url.\n # Name of the inference service ( {{ .Name}} )\n # Namespace of the inference service ( {{ .Namespace }} )\n # For more info https://github.com/kserve/kserve/issues/2257.\n # NOTE: This configuration only applicable to serverless deployment.\n \"pathTemplate\": \"/serving/{{ .Namespace }}/{{ .Name }}\"\n }\n \n # ====================================== LOGGER CONFIGURATION ======================================\n # Example\n logger: |-\n {\n \"image\" : \"kserve/agent:v0.14.0\",\n \"memoryRequest\": \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n \"cpuLimit\": \"1\",\n \"defaultUrl\": \"http://default-broker\"\n }\n logger: |-\n {\n # image contains the default logger image uri.\n \"image\" : \"kserve/agent:v0.14.0\",\n \n # memoryRequest is the requests.memory to set for the logger container.\n \"memoryRequest\": \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the logger container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the logger container.\n \"cpuRequest\": \"100m\",\n \n # cpuLimit is the limits.cpu to set for the logger container.\n \"cpuLimit\": \"1\",\n \n # defaultUrl specifies the default logger url. If logger is not specified in the resource this url is used.\n \"defaultUrl\": \"http://default-broker\"\n }\n \n # ====================================== BATCHER CONFIGURATION ======================================\n # Example\n batcher: |-\n {\n \"image\" : \"kserve/agent:v0.14.0\",\n \"memoryRequest\": \"1Gi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"1\",\n \"cpuLimit\": \"1\",\n \"maxBatchSize\": \"32\",\n \"maxLatency\": \"5000\"\n }\n batcher: |-\n {\n # image contains the default batcher image uri.\n \"image\" : \"kserve/agent:v0.14.0\",\n \n # memoryRequest is the requests.memory to set for the batcher container.\n \"memoryRequest\": \"1Gi\",\n \n # memoryLimit is the limits.memory to set for the batcher container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the batcher container.\n \"cpuRequest\": \"1\",\n \n # cpuLimit is the limits.cpu to set for the batcher container.\n \"cpuLimit\": \"1\"\n\n # maxBatchSize is the default maximum batch size for batcher.\n \"maxBatchSize\": \"32\",\n\n # maxLatency is the default maximum latency in milliseconds for batcher to wait and collect the batch.\n \"maxLatency\": \"5000\"\n }\n \n # ====================================== AGENT CONFIGURATION ======================================\n # Example\n agent: |-\n {\n \"image\" : \"kserve/agent:v0.14.0\",\n \"memoryRequest\": \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n \"cpuLimit\": \"1\"\n }\n agent: |-\n {\n # image contains the default agent image uri.\n \"image\" : \"kserve/agent:v0.14.0\",\n \n # memoryRequest is the requests.memory to set for the agent container.\n \"memoryRequest\": \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the agent container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the agent container.\n \"cpuRequest\": \"100m\",\n \n # cpuLimit is the limits.cpu to set for the agent container.\n \"cpuLimit\": \"1\"\n }\n \n # ====================================== ROUTER CONFIGURATION ======================================\n # Example\n router: |-\n {\n \"image\" : \"kserve/router:v0.14.0\",\n \"memoryRequest\": \"100Mi\",\n \"memoryLimit\": \"1Gi\",\n \"cpuRequest\": \"100m\",\n \"cpuLimit\": \"1\",\n \"headers\": {\n \"propagate\": []\n }\n }\n # router is the implementation of inference graph.\n router: |-\n {\n # image contains the default router image uri.\n \"image\" : \"kserve/router:v0.14.0\",\n \n # memoryRequest is the requests.memory to set for the router container.\n \"memoryRequest\": \"100Mi\",\n \n # memoryLimit is the limits.memory to set for the router container.\n \"memoryLimit\": \"1Gi\",\n \n # cpuRequest is the requests.cpu to set for the router container.\n \"cpuRequest\": \"100m\",\n \n # cpuLimit is the limits.cpu to set for the router container.\n \"cpuLimit\": \"1\",\n \n # Propagate the specified headers to all the steps specified in an InferenceGraph. \n # You can either specify the exact header names or use [Golang supported regex patterns]\n # (https://pkg.go.dev/regexp/syntax@go1.21.3#hdr-Syntax) to propagate multiple headers.\n \"headers\": {\n \"propagate\": [\n \"Authorization\",\n \"Test-Header-*\",\n \"*Trace-Id*\"\n ]\n }\n }\n \n # ====================================== DEPLOYMENT CONFIGURATION ======================================\n # Example\n deploy: |-\n {\n \"defaultDeploymentMode\": \"Serverless\"\n }\n deploy: |-\n {\n # defaultDeploymentMode specifies the default deployment mode of the kserve. The supported values are\n # Serverless, RawDeployment and ModelMesh. Users can override the deployment mode at service level\n # by adding the annotation serving.kserve.io/deploymentMode.For more info on deployment mode visit\n # Serverless https://kserve.github.io/website/master/admin/serverless/serverless/\n # RawDeployment https://kserve.github.io/website/master/admin/kubernetes_deployment/\n # ModelMesh https://kserve.github.io/website/master/admin/modelmesh/\n \"defaultDeploymentMode\": \"Serverless\"\n }\n \n # ====================================== METRICS CONFIGURATION ======================================\n # Example\n metricsAggregator: |-\n {\n \"enableMetricAggregation\": \"false\",\n \"enablePrometheusScraping\" : \"false\"\n }\n # For more info see https://github.com/kserve/kserve/blob/master/qpext/README.md\n metricsAggregator: |-\n {\n # enableMetricAggregation configures metric aggregation annotation. This adds the annotation serving.kserve.io/enable-metric-aggregation to every\n # service with the specified boolean value. If true enables metric aggregation in queue-proxy by setting env vars in the queue proxy container\n # to configure scraping ports.\n \"enableMetricAggregation\": \"false\",\n \n # enablePrometheusScraping configures metric aggregation annotation. This adds the annotation serving.kserve.io/enable-metric-aggregation to every\n # service with the specified boolean value. If true, prometheus annotations are added to the pod. If serving.kserve.io/enable-metric-aggregation is false,\n # the prometheus port is set with the default prometheus scraping port 9090, otherwise the prometheus port annotation is set with the metric aggregation port.\n \"enablePrometheusScraping\" : \"false\"\n }\n \n # ====================================== LOCALMODEL CONFIGURATION ======================================\n # Example\n localModel: |-\n {\n \"enabled\": false,\n # jobNamespace specifies the namespace where the download job will be created.\n \"jobNamespace\": \"kserve-localmodel-jobs\",\n # defaultJobImage specifies the default image used for the download job.\n \"defaultJobImage\" : \"kserve/storage-initializer:v0.14.0\",\n # Kubernetes modifies the filesystem group ID on the attached volume.\n \"FSGroup\": 1000\n }" + agent: |- + { + "image" : "kserve/agent:v0.14.0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } + batcher: |- + { + "image" : "kserve/agent:v0.14.0", + "memoryRequest": "1Gi", + "memoryLimit": "1Gi", + "cpuRequest": "1", + "cpuLimit": "1", + "maxBatchSize": "32", + "maxLatency": "5000" + } + credentials: |- + { + "storageSpecSecretName": "storage-config", + "storageSecretNameAnnotation": "serving.kserve.io/storageSecretName", + "gcs": { + "gcsCredentialFileName": "gcloud-application-credentials.json" + }, + "s3": { + "s3AccessKeyIDName": "AWS_ACCESS_KEY_ID", + "s3SecretAccessKeyName": "AWS_SECRET_ACCESS_KEY", + "s3Endpoint": "", + "s3UseHttps": "", + "s3Region": "", + "s3VerifySSL": "", + "s3UseVirtualBucket": "", + "s3UseAccelerate": "", + "s3UseAnonymousCredential": "", + "s3CABundle": "" + } + } + deploy: |- + { + "defaultDeploymentMode": "Serverless" + } + explainers: |- + { + "art": { + "image" : "kserve/art-explainer", + "defaultImageVersion": "latest" + } + } + ingress: |- + { + "ingressGateway": "kubeflow/kubeflow-gateway", + "localGateway": "knative-serving/knative-local-gateway", + "localGatewayService": "knative-local-gateway.istio-system.svc.cluster.local", + "ingressDomain": "example.com", + "ingressClassName": "istio", + "domainTemplate": "{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}", + "urlScheme": "http", + "disableIstioVirtualHost": false, + "disableIngressCreation": false + } + localModel: |- + { + "enabled": false, + "jobNamespace": "kserve-localmodel-jobs", + "defaultJobImage" : "kserve/storage-initializer:v0.14.0", + "FSGroup": 1000 + } + logger: |- + { + "image" : "kserve/agent:v0.14.0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1", + "defaultUrl": "http://default-broker" + } + metricsAggregator: |- + { + "enableMetricAggregation": "false", + "enablePrometheusScraping" : "false" + } + router: |- + { + "image" : "kserve/router:v0.14.0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1" + } + security: |- + { + "autoMountServiceAccountToken": true + } + storageInitializer: |- + { + "image" : "kserve/storage-initializer:v0.14.0", + "memoryRequest": "100Mi", + "memoryLimit": "1Gi", + "cpuRequest": "100m", + "cpuLimit": "1", + "caBundleConfigMapName": "", + "caBundleVolumeMountPath": "/etc/ssl/custom-certs", + "enableDirectPvcVolumeMount": true, + "enableModelcar": false, + "cpuModelcar": "10m", + "memoryModelcar": "15Mi" + } +kind: ConfigMap +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferenceservice-config + namespace: kubeflow +--- +apiVersion: v1 +kind: Secret +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-webhook-server-secret + namespace: kubeflow +--- +apiVersion: v1 +kind: Service +metadata: + annotations: + prometheus.io/port: "8443" + prometheus.io/scheme: https + prometheus.io/scrape: "true" + labels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager-metrics-service + namespace: kubeflow +spec: + ports: + - name: https + port: 8443 + targetPort: https + selector: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" +--- +apiVersion: v1 +kind: Service +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager-service + namespace: kubeflow +spec: + ports: + - port: 8443 + protocol: TCP + targetPort: https + selector: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" +--- +apiVersion: v1 +kind: Service +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: kserve-webhook-server-service + namespace: kubeflow +spec: + ports: + - port: 443 + targetPort: webhook-server + selector: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager +--- +apiVersion: apps/v1 +kind: Deployment +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-controller-manager + namespace: kubeflow +spec: + selector: + matchLabels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + template: + metadata: + annotations: + kubectl.kubernetes.io/default-container: manager + sidecar.istio.io/inject: "false" + labels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-controller-manager + controller-tools.k8s.io: "1.0" + spec: + containers: + - args: + - --metrics-addr=127.0.0.1:8080 + - --leader-elect + command: + - /manager + env: + - name: POD_NAMESPACE + valueFrom: + fieldRef: + fieldPath: metadata.namespace + - name: SECRET_NAME + value: kserve-webhook-server-cert + image: kserve/kserve-controller:v0.14.0 + imagePullPolicy: Always + livenessProbe: + failureThreshold: 5 + httpGet: + path: /healthz + port: 8081 + initialDelaySeconds: 10 + timeoutSeconds: 5 + name: manager + ports: + - containerPort: 9443 + name: webhook-server + protocol: TCP + readinessProbe: + failureThreshold: 10 + httpGet: + path: /readyz + port: 8081 + initialDelaySeconds: 10 + periodSeconds: 5 + timeoutSeconds: 5 + resources: + limits: + cpu: 100m + memory: 300Mi + requests: + cpu: 100m + memory: 200Mi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true + volumeMounts: + - mountPath: /tmp/k8s-webhook-server/serving-certs + name: cert + readOnly: true + - args: + - --secure-listen-address=0.0.0.0:8443 + - --upstream=http://127.0.0.1:8080/ + - --logtostderr=true + - --v=10 + image: quay.io/brancz/kube-rbac-proxy:v0.18.0 + name: kube-rbac-proxy + ports: + - containerPort: 8443 + name: https + protocol: TCP + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true + securityContext: + runAsNonRoot: true + serviceAccountName: kserve-controller-manager + terminationGracePeriodSeconds: 10 + volumes: + - name: cert + secret: + defaultMode: 420 + secretName: kserve-webhook-server-cert +--- +apiVersion: apps/v1 +kind: Deployment +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-localmodel-controller-manager + controller-tools.k8s.io: "1.0" + name: kserve-localmodel-controller-manager + namespace: kubeflow +spec: + selector: + matchLabels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-localmodel-controller-manager + controller-tools.k8s.io: "1.0" + template: + metadata: + annotations: + kubectl.kubernetes.io/default-container: manager + labels: + app: kserve + app.kubernetes.io/name: kserve + control-plane: kserve-localmodel-controller-manager + controller-tools.k8s.io: "1.0" + spec: + containers: + - command: + - /manager + env: + - name: POD_NAMESPACE + valueFrom: + fieldRef: + fieldPath: metadata.namespace + image: kserve/kserve-localmodel-controller:v0.14.0 + imagePullPolicy: Always + name: manager + resources: + limits: + cpu: 100m + memory: 300Mi + requests: + cpu: 100m + memory: 200Mi + securityContext: + allowPrivilegeEscalation: false + capabilities: + drop: + - ALL + privileged: false + readOnlyRootFilesystem: true + runAsNonRoot: true + securityContext: + runAsNonRoot: true + serviceAccountName: kserve-localmodel-controller-manager + terminationGracePeriodSeconds: 10 +--- +apiVersion: cert-manager.io/v1 +kind: Certificate +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: serving-cert + namespace: kubeflow +spec: + commonName: kserve-webhook-server-service.kubeflow.svc + dnsNames: + - kserve-webhook-server-service.kubeflow.svc + issuerRef: + kind: Issuer + name: selfsigned-issuer + secretName: kserve-webhook-server-cert +--- +apiVersion: cert-manager.io/v1 +kind: Issuer +metadata: + labels: + app: kserve + app.kubernetes.io/name: kserve + name: selfsigned-issuer + namespace: kubeflow +spec: + selfSigned: {} +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: MutatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferenceservice.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /mutate-serving-kserve-io-v1beta1-inferenceservice + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.defaulter + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1beta1 + operations: + - CREATE + - UPDATE + resources: + - inferenceservices + sideEffects: None + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /mutate-pods + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.pod-mutator + namespaceSelector: + matchExpressions: + - key: control-plane + operator: DoesNotExist + objectSelector: + matchExpressions: + - key: serving.kserve.io/inferenceservice + operator: Exists + reinvocationPolicy: IfNeeded + rules: + - apiGroups: + - "" + apiVersions: + - v1 + operations: + - CREATE + resources: + - pods + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: clusterservingruntime.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /validate-serving-kserve-io-v1alpha1-clusterservingruntime + failurePolicy: Fail + name: clusterservingruntime.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - clusterservingruntimes + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferencegraph.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /validate-serving-kserve-io-v1alpha1-inferencegraph + failurePolicy: Fail + name: inferencegraph.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - inferencegraphs + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: inferenceservice.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /validate-serving-kserve-io-v1beta1-inferenceservice + failurePolicy: Fail + name: inferenceservice.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1beta1 + operations: + - CREATE + - UPDATE + resources: + - inferenceservices + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: servingruntime.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /validate-serving-kserve-io-v1alpha1-servingruntime + failurePolicy: Fail + name: servingruntime.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - servingruntimes + sideEffects: None +--- +apiVersion: admissionregistration.k8s.io/v1 +kind: ValidatingWebhookConfiguration +metadata: + annotations: + cert-manager.io/inject-ca-from: kubeflow/serving-cert + creationTimestamp: null + labels: + app: kserve + app.kubernetes.io/name: kserve + name: trainedmodel.serving.kserve.io +webhooks: + - admissionReviewVersions: + - v1beta1 + clientConfig: + service: + name: kserve-webhook-server-service + namespace: kubeflow + path: /validate-serving-kserve-io-v1alpha1-trainedmodel + failurePolicy: Fail + name: trainedmodel.kserve-webhook-server.validator + rules: + - apiGroups: + - serving.kserve.io + apiVersions: + - v1alpha1 + operations: + - CREATE + - UPDATE + resources: + - trainedmodels + sideEffects: None diff --git a/localmodel.Dockerfile b/localmodel.Dockerfile new file mode 100644 index 00000000000..931adf5b61a --- /dev/null +++ b/localmodel.Dockerfile @@ -0,0 +1,21 @@ +# Build the manager binary +FROM golang:1.22 AS builder + +# Copy in the go src +WORKDIR /go/src/github.com/kserve/kserve +COPY go.mod go.mod +COPY go.sum go.sum + +RUN go mod download + +COPY cmd/ cmd/ +COPY pkg/ pkg/ + +# Build +RUN CGO_ENABLED=0 GOOS=linux go build -a -o localmodel-manager ./cmd/localmodel + +# Copy the controller-manager into a thin image +FROM gcr.io/distroless/static:nonroot +COPY third_party/ /third_party/ +COPY --from=builder /go/src/github.com/kserve/kserve/localmodel-manager /manager +ENTRYPOINT ["/manager"] diff --git a/pkg/agent/puller.go b/pkg/agent/puller.go index a7aaaa62c52..d3adbd15d7c 100644 --- a/pkg/agent/puller.go +++ b/pkg/agent/puller.go @@ -25,9 +25,10 @@ import ( "sync" "syscall" + "go.uber.org/zap" + "github.com/kserve/kserve/pkg/agent/storage" v1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" - "go.uber.org/zap" ) type OpType string @@ -177,7 +178,7 @@ func (p *Puller) modelProcessor(modelName string, ops <-chan *ModelOp) { } else { body, err := io.ReadAll(resp.Body) if err == nil { - p.logger.Infof("Failed to load model %s with status [%d] and resp:%v", modelName, resp.StatusCode, body) + p.logger.Infof("Failed to load model %s with status [%d] and resp:%s", modelName, resp.StatusCode, string(body)) } } } diff --git a/pkg/agent/storage/utils.go b/pkg/agent/storage/utils.go index 9679e23d104..7e8f7b8fa1f 100644 --- a/pkg/agent/storage/utils.go +++ b/pkg/agent/storage/utils.go @@ -32,9 +32,10 @@ import ( "github.com/aws/aws-sdk-go/service/s3" "github.com/aws/aws-sdk-go/service/s3/s3manager" "github.com/googleapis/google-cloud-go-testing/storage/stiface" + "google.golang.org/api/option" + gcscredential "github.com/kserve/kserve/pkg/credentials/gcs" s3credential "github.com/kserve/kserve/pkg/credentials/s3" - "google.golang.org/api/option" ) func FileExists(filename string) bool { diff --git a/pkg/agent/watcher_test.go b/pkg/agent/watcher_test.go index 792a3c47704..ae79d4dd880 100644 --- a/pkg/agent/watcher_test.go +++ b/pkg/agent/watcher_test.go @@ -26,6 +26,7 @@ import ( "os" "path/filepath" "sync" + "time" gstorage "cloud.google.com/go/storage" "github.com/aws/aws-sdk-go/aws" @@ -53,6 +54,7 @@ var _ = Describe("Watcher", func() { zapLogger, _ := zap.NewProduction() sugar = zapLogger.Sugar() logger.Printf("Creating temp dir %v\n", modelDir) + SetDefaultEventuallyTimeout(2 * time.Minute) }) AfterEach(func() { os.RemoveAll(modelDir) diff --git a/pkg/apis/serving/v1alpha1/cluster_local_model_status.go b/pkg/apis/serving/v1alpha1/cluster_local_model_status.go new file mode 100644 index 00000000000..98c1bbdc744 --- /dev/null +++ b/pkg/apis/serving/v1alpha1/cluster_local_model_status.go @@ -0,0 +1,57 @@ +/* +Copyright 2024 The KServe Authors. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +package v1alpha1 + +type ClusterLocalModelStatus struct { + // Status of the model on a node, like NodeDownloaded or NodeNotReady + NodeStatus map[string]NodeStatus `json:"nodeStatus,omitempty"` + + // How many nodes have the model available locally + // +optional + ModelCopies *ModelCopies `json:"copies,omitempty"` + // Inference services using this local model + InferenceServices []NamespacedName `json:"inferenceServices,omitempty"` +} + +type NamespacedName struct { + Namespace string `json:"namespace,omitempty"` + Name string `json:"name,omitempty"` +} + +// NodeStatus enum +// +kubebuilder:validation:Enum="";NodeNotReady;NodeDownloadPending;NodeDownloading;NodeDownloaded;NodeDownloadError;NodeDeleting;NodeDeletionError;NodeDeleted +type NodeStatus string + +// NodeStatus Enum values +const ( + NodeNotReady NodeStatus = "NodeNotReady" + NodeDownloadPending NodeStatus = "NodeDownloadPending" + NodeDownloading NodeStatus = "NodeDownloading" + NodeDownloaded NodeStatus = "NodeDownloaded" + NodeDownloadError NodeStatus = "NodeDownloadError" + NodeDeleting NodeStatus = "NodeDeleting" + NodeDeletionError NodeStatus = "NodeDeletionError" + NodeDeleted NodeStatus = "NodeDeleted" +) + +type ModelCopies struct { + Available int `json:"available,omitempty"` + // Total number of nodes that we expect the model to be downloaded. Including nodes that are not ready + Total int `json:"total,omitempty"` + // Download Failed + Failed int `json:"failed,omitempty"` +} diff --git a/pkg/apis/serving/v1alpha1/cluster_local_model_types.go b/pkg/apis/serving/v1alpha1/cluster_local_model_types.go new file mode 100644 index 00000000000..253ef76aa2f --- /dev/null +++ b/pkg/apis/serving/v1alpha1/cluster_local_model_types.go @@ -0,0 +1,60 @@ +/* +Copyright 2024 The KServe Authors. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +package v1alpha1 + +import ( + "k8s.io/apimachinery/pkg/api/resource" + metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" +) + +// +k8s:openapi-gen=true +type ClusterLocalModelSpec struct { + // +kubebuilder:validation:XValidation:rule="self == oldSelf",message="StorageUri is immutable" + // Original StorageUri + SourceModelUri string `json:"sourceModelUri" validate:"required"` + // Model size to make sure it does not exceed the disk space reserved for local models. The limit is defined on the NodeGroup. + ModelSize resource.Quantity `json:"modelSize" validate:"required"` + // group of nodes to cache the model on. + NodeGroup string `json:"nodeGroup" validate:"required"` +} + +// +k8s:openapi-gen=true +// +k8s:deepcopy-gen:interfaces=k8s.io/apimachinery/pkg/runtime.Object +// +genclient +// +kubebuilder:object:root=true +// +kubebuilder:subresource:status +// +kubebuilder:resource:scope="Cluster" +type ClusterLocalModel struct { + metav1.TypeMeta `json:",inline"` + metav1.ObjectMeta `json:"metadata,omitempty"` + + Spec ClusterLocalModelSpec `json:"spec,omitempty"` + Status ClusterLocalModelStatus `json:"status,omitempty"` +} + +// +k8s:openapi-gen=true +// +kubebuilder:object:root=true +// +k8s:deepcopy-gen:interfaces=k8s.io/apimachinery/pkg/runtime.Object +type ClusterLocalModelList struct { + metav1.TypeMeta `json:",inline"` + metav1.ListMeta `json:"metadata,omitempty"` + Items []ClusterLocalModel `json:"items" validate:"required"` +} + +func init() { + SchemeBuilder.Register(&ClusterLocalModel{}, &ClusterLocalModelList{}) +} diff --git a/pkg/apis/serving/v1alpha1/inference_graph_validation.go b/pkg/apis/serving/v1alpha1/inference_graph_validation.go index 73f10afedb7..bed0a2c3e6d 100644 --- a/pkg/apis/serving/v1alpha1/inference_graph_validation.go +++ b/pkg/apis/serving/v1alpha1/inference_graph_validation.go @@ -17,16 +17,15 @@ limitations under the License. package v1alpha1 import ( + "context" "fmt" - - "k8s.io/apimachinery/pkg/util/sets" - "sigs.k8s.io/controller-runtime/pkg/webhook/admission" - "regexp" "k8s.io/apimachinery/pkg/runtime" + "k8s.io/apimachinery/pkg/util/sets" logf "sigs.k8s.io/controller-runtime/pkg/log" "sigs.k8s.io/controller-runtime/pkg/webhook" + "sigs.k8s.io/controller-runtime/pkg/webhook/admission" ) const ( @@ -58,14 +57,54 @@ var ( GraphRegexp = regexp.MustCompile("^" + GraphNameFmt + "$") ) +// +kubebuilder:object:generate=false +// +k8s:deepcopy-gen=false +// +k8s:openapi-gen=false +// InferenceGraphValidator is responsible for setting default values on the InferenceGraph resources +// when created or updated. +// +// NOTE: The +kubebuilder:object:generate=false and +k8s:deepcopy-gen=false marker prevents controller-gen from generating DeepCopy methods, +// as it is used only for temporary operations and does not need to be deeply copied. +type InferenceGraphValidator struct{} + // +kubebuilder:webhook:verbs=create;update,path=/validate-inferencegraph,mutating=false,failurePolicy=fail,groups=serving.kserve.io,resources=pods,versions=v1alpha1,name=inferencegraph.kserve-webhook-server.validator -var _ webhook.Validator = &InferenceGraph{} +var _ webhook.CustomValidator = &InferenceGraphValidator{} // ValidateCreate implements webhook.Validator so a webhook will be registered for the type -func (ig *InferenceGraph) ValidateCreate() (admission.Warnings, error) { +func (v *InferenceGraphValidator) ValidateCreate(ctx context.Context, obj runtime.Object) (admission.Warnings, error) { + ig, err := convertToInferenceGraph(obj) + if err != nil { + validatorLogger.Error(err, "Unable to convert object to InferenceGraph") + return nil, err + } validatorLogger.Info("validate create", "name", ig.Name) + return validateInferenceGraph(ig) +} + +// ValidateUpdate implements webhook.Validator so a webhook will be registered for the type +func (v *InferenceGraphValidator) ValidateUpdate(ctx context.Context, oldObj, newObj runtime.Object) (admission.Warnings, error) { + ig, err := convertToInferenceGraph(newObj) + if err != nil { + validatorLogger.Error(err, "Unable to convert object to InferenceGraph") + return nil, err + } + validatorLogger.Info("validate update", "name", ig.Name) + return validateInferenceGraph(ig) +} + +// ValidateDelete implements webhook.Validator so a webhook will be registered for the type +func (v *InferenceGraphValidator) ValidateDelete(ctx context.Context, obj runtime.Object) (admission.Warnings, error) { + ig, err := convertToInferenceGraph(obj) + if err != nil { + validatorLogger.Error(err, "Unable to convert object to InferenceGraph") + return nil, err + } + validatorLogger.Info("validate delete", "name", ig.Name) + return nil, nil +} +func validateInferenceGraph(ig *InferenceGraph) (admission.Warnings, error) { if err := validateInferenceGraphName(ig); err != nil { return nil, err } @@ -88,19 +127,6 @@ func (ig *InferenceGraph) ValidateCreate() (admission.Warnings, error) { return nil, nil } -// ValidateUpdate implements webhook.Validator so a webhook will be registered for the type -func (ig *InferenceGraph) ValidateUpdate(old runtime.Object) (admission.Warnings, error) { - validatorLogger.Info("validate update", "name", ig.Name) - - return ig.ValidateCreate() -} - -// ValidateDelete implements webhook.Validator so a webhook will be registered for the type -func (ig *InferenceGraph) ValidateDelete() (admission.Warnings, error) { - validatorLogger.Info("validate delete", "name", ig.Name) - return nil, nil -} - // Validation of unique step names func validateInferenceGraphStepNameUniqueness(ig *InferenceGraph) error { nodes := ig.Spec.Nodes @@ -184,3 +210,12 @@ func validateInferenceGraphSplitterWeight(ig *InferenceGraph) error { } return nil } + +// Convert runtime.Object into InferenceGraph +func convertToInferenceGraph(obj runtime.Object) (*InferenceGraph, error) { + ig, ok := obj.(*InferenceGraph) + if !ok { + return nil, fmt.Errorf("expected an InferenceGraph object but got %T", obj) + } + return ig, nil +} diff --git a/pkg/apis/serving/v1alpha1/inference_graph_validation_test.go b/pkg/apis/serving/v1alpha1/inference_graph_validation_test.go index d0a335a7e11..7bfa67bcb31 100644 --- a/pkg/apis/serving/v1alpha1/inference_graph_validation_test.go +++ b/pkg/apis/serving/v1alpha1/inference_graph_validation_test.go @@ -17,12 +17,14 @@ limitations under the License. package v1alpha1 import ( + "context" "fmt" + "testing" + "github.com/onsi/gomega" "github.com/onsi/gomega/types" "google.golang.org/protobuf/proto" metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" - "testing" ) func makeTestInferenceGraph() InferenceGraph { @@ -260,6 +262,7 @@ func TestInferenceGraph_ValidateCreate(t *testing.T) { }, } + validator := InferenceGraphValidator{} for testName, scenario := range scenarios { t.Run(testName, func(t *testing.T) { ig := &scenario.ig @@ -267,7 +270,7 @@ func TestInferenceGraph_ValidateCreate(t *testing.T) { ig.update(igField, value) } ig.Spec.Nodes = scenario.nodes - warnings, err := scenario.ig.ValidateCreate() + warnings, err := validator.ValidateCreate(context.Background(), ig) if !g.Expect(gomega.MatchError(err)).To(gomega.Equal(scenario.errMatcher)) { t.Errorf("got %t, want %t", err, scenario.errMatcher) } @@ -300,6 +303,7 @@ func TestInferenceGraph_ValidateUpdate(t *testing.T) { }, } + validator := InferenceGraphValidator{} for testName, scenario := range scenarios { t.Run(testName, func(t *testing.T) { ig := &scenario.ig @@ -307,7 +311,7 @@ func TestInferenceGraph_ValidateUpdate(t *testing.T) { ig.update(igField, value) } ig.Spec.Nodes = scenario.nodes - warnings, err := scenario.ig.ValidateUpdate(old) + warnings, err := validator.ValidateUpdate(context.Background(), old, ig) if !g.Expect(gomega.MatchError(err)).To(gomega.Equal(scenario.errMatcher)) { t.Errorf("got %t, want %t", err, scenario.errMatcher) } @@ -337,6 +341,7 @@ func TestInferenceGraph_ValidateDelete(t *testing.T) { }, } + validator := InferenceGraphValidator{} for testName, scenario := range scenarios { t.Run(testName, func(t *testing.T) { ig := &scenario.ig @@ -344,7 +349,7 @@ func TestInferenceGraph_ValidateDelete(t *testing.T) { ig.update(igField, value) } ig.Spec.Nodes = scenario.nodes - warnings, err := scenario.ig.ValidateDelete() + warnings, err := validator.ValidateDelete(context.Background(), ig) if !g.Expect(gomega.MatchError(err)).To(gomega.Equal(scenario.errMatcher)) { t.Errorf("got %t, want %t", err, scenario.errMatcher) } diff --git a/pkg/clientv1alpha1/clientset/versioned/scheme/doc.go b/pkg/apis/serving/v1alpha1/local_model_node_group_status.go similarity index 59% rename from pkg/clientv1alpha1/clientset/versioned/scheme/doc.go rename to pkg/apis/serving/v1alpha1/local_model_node_group_status.go index 5d1bc1717c4..9e60ff11211 100644 --- a/pkg/clientv1alpha1/clientset/versioned/scheme/doc.go +++ b/pkg/apis/serving/v1alpha1/local_model_node_group_status.go @@ -1,5 +1,5 @@ /* -Copyright 2023 The KServe Authors. +Copyright 2024 The KServe Authors. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. @@ -14,7 +14,13 @@ See the License for the specific language governing permissions and limitations under the License. */ -// Code generated by client-gen. DO NOT EDIT. +package v1alpha1 -// This package contains the scheme of the automatically generated clientset. -package scheme +import "k8s.io/apimachinery/pkg/api/resource" + +type LocalModelNodeGroupStatus struct { + // Used storage space on any node for this node group + Used resource.Quantity `json:"used,omitempty"` + // Available storage space on any node for this node group + Available resource.Quantity `json:"available,omitempty"` +} diff --git a/pkg/apis/serving/v1alpha1/local_model_node_group_types.go b/pkg/apis/serving/v1alpha1/local_model_node_group_types.go new file mode 100644 index 00000000000..6f5e979fbe0 --- /dev/null +++ b/pkg/apis/serving/v1alpha1/local_model_node_group_types.go @@ -0,0 +1,60 @@ +/* +Copyright 2024 The KServe Authors. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +package v1alpha1 + +import ( + corev1 "k8s.io/api/core/v1" + "k8s.io/apimachinery/pkg/api/resource" + metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" +) + +// LocalModelNodeGroupSpec defines a group of nodes for to download the model to. +// +k8s:openapi-gen=true +type LocalModelNodeGroupSpec struct { + // Max storage size per node in this node group + StorageLimit resource.Quantity `json:"storageLimit"` + // Used to create PersistentVolumes for downloading models and in inference service namespaces + PersistentVolumeSpec corev1.PersistentVolumeSpec `json:"persistentVolumeSpec"` + // Used to create PersistentVolumeClaims for download and in inference service namespaces + PersistentVolumeClaimSpec corev1.PersistentVolumeClaimSpec `json:"persistentVolumeClaimSpec"` +} + +// +k8s:openapi-gen=true +// +k8s:deepcopy-gen:interfaces=k8s.io/apimachinery/pkg/runtime.Object +// +genclient +// +kubebuilder:object:root=true +// +kubebuilder:resource:scope="Cluster" +type LocalModelNodeGroup struct { + metav1.TypeMeta `json:",inline"` + metav1.ObjectMeta `json:"metadata,omitempty"` + + Spec LocalModelNodeGroupSpec `json:"spec,omitempty"` + Status LocalModelNodeGroupStatus `json:"status,omitempty"` +} + +// +k8s:openapi-gen=true +// +kubebuilder:object:root=true +// +k8s:deepcopy-gen:interfaces=k8s.io/apimachinery/pkg/runtime.Object +type LocalModelNodeGroupList struct { + metav1.TypeMeta `json:",inline"` + metav1.ListMeta `json:"metadata,omitempty"` + Items []LocalModelNodeGroup `json:"items"` +} + +func init() { + SchemeBuilder.Register(&LocalModelNodeGroup{}, &LocalModelNodeGroupList{}) +} diff --git a/pkg/apis/serving/v1alpha1/servingruntime_types.go b/pkg/apis/serving/v1alpha1/servingruntime_types.go index 6a6ac0f145c..1d70caae4f4 100644 --- a/pkg/apis/serving/v1alpha1/servingruntime_types.go +++ b/pkg/apis/serving/v1alpha1/servingruntime_types.go @@ -17,9 +17,13 @@ limitations under the License. package v1alpha1 import ( + "fmt" + "github.com/kserve/kserve/pkg/constants" + "gopkg.in/go-playground/validator.v9" corev1 "k8s.io/api/core/v1" metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" + "k8s.io/apimachinery/pkg/runtime" ) // +k8s:openapi-gen=true @@ -102,6 +106,11 @@ type ServingRuntimePodSpec struct { // +patchMergeKey=name // +patchStrategy=merge ImagePullSecrets []corev1.LocalObjectReference `json:"imagePullSecrets,omitempty" patchStrategy:"merge" patchMergeKey:"name" protobuf:"bytes,15,rep,name=imagePullSecrets"` + // Use the host's ipc namespace. + // Optional: Default to false. + // +k8s:conversion-gen=false + // +optional + HostIPC bool `json:"hostIPC,omitempty" protobuf:"varint,13,opt,name=hostIPC"` // Possibly other things here } @@ -126,6 +135,10 @@ type ServingRuntimeSpec struct { // +optional ProtocolVersions []constants.InferenceServiceProtocol `json:"protocolVersions,omitempty"` + // Set WorkerSpec to enable multi-node/multi-gpu + // +optional + WorkerSpec *WorkerSpec `json:"workerSpec,omitempty"` + ServingRuntimePodSpec `json:",inline"` // The following fields apply to ModelMesh deployments. @@ -254,6 +267,15 @@ type SupportedRuntime struct { Spec ServingRuntimeSpec } +// WorkerSpec is the schema for multi-node/multi-GPU feature +type WorkerSpec struct { + ServingRuntimePodSpec `json:",inline"` + + // Configure the number of replicas in the worker set, each worker set represents the unit of scaling + // +optional + Size int `json:"size,omitempty"` +} + func init() { SchemeBuilder.Register(&ServingRuntime{}, &ServingRuntimeList{}) SchemeBuilder.Register(&ClusterServingRuntime{}, &ClusterServingRuntimeList{}) @@ -292,3 +314,41 @@ func (srSpec *ServingRuntimeSpec) GetPriority(modelName string) *int32 { func (m *SupportedModelFormat) IsAutoSelectEnabled() bool { return m.AutoSelect != nil && *m.AutoSelect } + +func (srSpec *ServingRuntimeSpec) IsValid() bool { + if err := srSpec.validatePodSpecAndWorkerSpec(); err != nil { + return false + } + return true +} + +// common validation logic +func (srSpec *ServingRuntimeSpec) validatePodSpecAndWorkerSpec() error { + // Respect for ServingRuntimePodSpec validate fields + if err := validate.Struct(srSpec.ServingRuntimePodSpec); err != nil { + return err + } + + // Additional validation for WorkerSpec + if srSpec.WorkerSpec != nil { + if len(srSpec.WorkerSpec.Containers) == 0 { + return fmt.Errorf("spec.workerSpec.containers: Required value") + } + } + + return nil +} + +var validate = validator.New() + +func (srSpec *ServingRuntimeSpec) ValidateCreate() error { + return srSpec.validatePodSpecAndWorkerSpec() +} + +func (srSpec *ServingRuntimeSpec) ValidateUpdate(old runtime.Object) error { + return srSpec.validatePodSpecAndWorkerSpec() +} + +func (srSpec *ServingRuntimeSpec) ValidateDelete() error { + return nil +} diff --git a/pkg/apis/serving/v1alpha1/servingruntime_types_test.go b/pkg/apis/serving/v1alpha1/servingruntime_types_test.go index 18733216f7a..32ea93dfaf7 100644 --- a/pkg/apis/serving/v1alpha1/servingruntime_types_test.go +++ b/pkg/apis/serving/v1alpha1/servingruntime_types_test.go @@ -177,6 +177,185 @@ func TestServingRuntimeSpec_IsDisabled(t *testing.T) { } } +func TestServingRuntimeSpec_ValidateField(t *testing.T) { + endpoint := "endpoint" + version := "1.0" + + scenarios := map[string]struct { + spec ServingRuntimeSpec + res bool + }{ + "if servingRuntimePodSpec does not have containers field, it will fail": { + spec: ServingRuntimeSpec{ + GrpcDataEndpoint: &endpoint, + ServingRuntimePodSpec: ServingRuntimePodSpec{ + NodeSelector: make(map[string]string), + }, + SupportedModelFormats: []SupportedModelFormat{ + { + Name: "name", + Version: &version, + }, + }, + }, + res: false, + }, + "if servingRuntimePodSpec have containers field, it will succeed": { + spec: ServingRuntimeSpec{ + GrpcDataEndpoint: &endpoint, + ServingRuntimePodSpec: ServingRuntimePodSpec{ + Containers: []v1.Container{ + { + Args: []string{"arg1", "arg2"}, + Command: []string{"command", "command2"}, + Env: []v1.EnvVar{ + {Name: "name", Value: "value"}, + { + Name: "fromSecret", + ValueFrom: &v1.EnvVarSource{ + SecretKeyRef: &v1.SecretKeySelector{Key: "mykey"}, + }, + }, + }, + Image: "image", + Name: "name", + ImagePullPolicy: "IfNotPresent", + Resources: v1.ResourceRequirements{ + Limits: v1.ResourceList{ + v1.ResourceMemory: resource.MustParse("200Mi"), + }, + }, + }, + }, + }, + SupportedModelFormats: []SupportedModelFormat{ + { + Name: "name", + Version: &version, + }, + }, + }, + res: true, + }, + "if workerSpec does not have containers field, it will fail": { + spec: ServingRuntimeSpec{ + GrpcDataEndpoint: &endpoint, + Disabled: proto.Bool(true), + ServingRuntimePodSpec: ServingRuntimePodSpec{ + Containers: []v1.Container{ + { + Args: []string{"arg1", "arg2"}, + Command: []string{"command", "command2"}, + Env: []v1.EnvVar{ + {Name: "name", Value: "value"}, + { + Name: "fromSecret", + ValueFrom: &v1.EnvVarSource{ + SecretKeyRef: &v1.SecretKeySelector{Key: "mykey"}, + }, + }, + }, + Image: "image", + Name: "name", + ImagePullPolicy: "IfNotPresent", + Resources: v1.ResourceRequirements{ + Limits: v1.ResourceList{ + v1.ResourceMemory: resource.MustParse("200Mi"), + }, + }, + }, + }, + }, + WorkerSpec: &WorkerSpec{ + ServingRuntimePodSpec: ServingRuntimePodSpec{ + NodeSelector: make(map[string]string), + }, + }, + SupportedModelFormats: []SupportedModelFormat{ + { + Name: "name", + Version: &version, + }, + }, + }, + res: false, + }, + "if workerSpec have containers field, it will succeed": { + spec: ServingRuntimeSpec{ + GrpcDataEndpoint: &endpoint, + Disabled: proto.Bool(true), + ServingRuntimePodSpec: ServingRuntimePodSpec{ + Containers: []v1.Container{ + { + Args: []string{"arg1", "arg2"}, + Command: []string{"command", "command2"}, + Env: []v1.EnvVar{ + {Name: "name", Value: "value"}, + { + Name: "fromSecret", + ValueFrom: &v1.EnvVarSource{ + SecretKeyRef: &v1.SecretKeySelector{Key: "mykey"}, + }, + }, + }, + Image: "image", + Name: "name", + ImagePullPolicy: "IfNotPresent", + Resources: v1.ResourceRequirements{ + Limits: v1.ResourceList{ + v1.ResourceMemory: resource.MustParse("200Mi"), + }, + }, + }, + }, + }, + WorkerSpec: &WorkerSpec{ + ServingRuntimePodSpec: ServingRuntimePodSpec{ + Containers: []v1.Container{ + { + Args: []string{"arg1", "arg2"}, + Command: []string{"command", "command2"}, + Env: []v1.EnvVar{ + {Name: "name", Value: "value"}, + { + Name: "fromSecret", + ValueFrom: &v1.EnvVarSource{ + SecretKeyRef: &v1.SecretKeySelector{Key: "mykey"}, + }, + }, + }, + Image: "image", + Name: "name", + ImagePullPolicy: "IfNotPresent", + Resources: v1.ResourceRequirements{ + Limits: v1.ResourceList{ + v1.ResourceMemory: resource.MustParse("200Mi"), + }, + }, + }, + }, + }, + }, + SupportedModelFormats: []SupportedModelFormat{ + { + Name: "name", + Version: &version, + }, + }, + }, + res: true, + }, + } + for name, scenario := range scenarios { + t.Run(name, func(t *testing.T) { + res := scenario.spec.IsValid() + if res != scenario.res { + t.Errorf("Expected %t, got %t", scenario.res, res) + } + }) + } +} + func TestServingRuntimeSpec_IsMultiModelRuntime(t *testing.T) { endpoint := "endpoint" version := "1.0" diff --git a/pkg/apis/serving/v1alpha1/storage_container_types.go b/pkg/apis/serving/v1alpha1/storage_container_types.go index 79f547853e6..1ee7054ffa3 100644 --- a/pkg/apis/serving/v1alpha1/storage_container_types.go +++ b/pkg/apis/serving/v1alpha1/storage_container_types.go @@ -32,6 +32,8 @@ type StorageContainerSpec struct { // List of URI formats that this container supports SupportedUriFormats []SupportedUriFormat `json:"supportedUriFormats" validate:"required"` + // +kubebuilder:default="initContainer" + WorkloadType WorkloadType `json:"workloadType,omitempty"` } // SupportedUriFormat can be either prefix or regex. Todo: Add validation that only one of them is set. @@ -41,6 +43,14 @@ type SupportedUriFormat struct { Regex string `json:"regex,omitempty"` } +// +k8s:openapi-gen=true +type WorkloadType string + +const ( + InitContainer WorkloadType = "initContainer" + LocalModelDownloadJob WorkloadType = "localModelDownloadJob" +) + // +k8s:openapi-gen=true // +k8s:deepcopy-gen:interfaces=k8s.io/apimachinery/pkg/runtime.Object // +genclient diff --git a/pkg/apis/serving/v1alpha1/trainedmodel_webhook.go b/pkg/apis/serving/v1alpha1/trainedmodel_webhook.go index c9daa0becad..f9f95c1184d 100644 --- a/pkg/apis/serving/v1alpha1/trainedmodel_webhook.go +++ b/pkg/apis/serving/v1alpha1/trainedmodel_webhook.go @@ -17,6 +17,7 @@ limitations under the License. package v1alpha1 import ( + "context" "fmt" "regexp" "strings" @@ -48,12 +49,27 @@ var ( StorageUriProtocols = strings.Join(storage.GetAllProtocol(), CommaSpaceSeparator) ) +// +kubebuilder:object:generate=false +// +k8s:deepcopy-gen=false +// +k8s:openapi-gen=false +// TrainedModelValidator is responsible for setting default values on the TrainedModel resources +// when created or updated. +// +// NOTE: The +kubebuilder:object:generate=false and +k8s:deepcopy-gen=false marker prevents controller-gen from generating DeepCopy methods, +// as it is used only for temporary operations and does not need to be deeply copied. +type TrainedModelValidator struct{} + // +kubebuilder:webhook:verbs=create;update,path=/validate-trainedmodel,mutating=false,failurePolicy=fail,groups=serving.kserve.io,resources=trainedmodels,versions=v1alpha1,name=trainedmodel.kserve-webhook-server.validator -var _ webhook.Validator = &TrainedModel{} +var _ webhook.CustomValidator = &TrainedModelValidator{} // ValidateCreate implements webhook.Validator so a webhook will be registered for the type -func (tm *TrainedModel) ValidateCreate() (admission.Warnings, error) { +func (v *TrainedModelValidator) ValidateCreate(ctx context.Context, obj runtime.Object) (admission.Warnings, error) { + tm, err := convertToTrainedModel(obj) + if err != nil { + tmLogger.Error(err, "Unable to convert object to TrainedModel") + return nil, err + } tmLogger.Info("validate create", "name", tm.Name) return nil, utils.FirstNonNilError([]error{ tm.validateTrainedModel(), @@ -61,18 +77,32 @@ func (tm *TrainedModel) ValidateCreate() (admission.Warnings, error) { } // ValidateUpdate implements webhook.Validator so a webhook will be registered for the type -func (tm *TrainedModel) ValidateUpdate(old runtime.Object) (admission.Warnings, error) { - tmLogger.Info("validate update", "name", tm.Name) - oldTm := convertToTrainedModel(old) +func (v *TrainedModelValidator) ValidateUpdate(ctx context.Context, oldObj, newObj runtime.Object) (admission.Warnings, error) { + newTm, err := convertToTrainedModel(newObj) + if err != nil { + tmLogger.Error(err, "Unable to convert object to TrainedModel") + return nil, err + } + oldTm, err := convertToTrainedModel(oldObj) + if err != nil { + tmLogger.Error(err, "Unable to convert object to TrainedModel") + return nil, err + } + tmLogger.Info("validate update", "name", newTm.Name) return nil, utils.FirstNonNilError([]error{ - tm.validateTrainedModel(), - tm.validateMemorySpecNotModified(oldTm), + newTm.validateTrainedModel(), + newTm.validateMemorySpecNotModified(oldTm), }) } // ValidateDelete implements webhook.Validator so a webhook will be registered for the type -func (tm *TrainedModel) ValidateDelete() (admission.Warnings, error) { +func (v *TrainedModelValidator) ValidateDelete(ctx context.Context, obj runtime.Object) (admission.Warnings, error) { + tm, err := convertToTrainedModel(obj) + if err != nil { + tmLogger.Error(err, "Unable to convert object to TrainedModel") + return nil, err + } tmLogger.Info("validate delete", "name", tm.Name) return nil, nil } @@ -96,9 +126,12 @@ func (tm *TrainedModel) validateTrainedModel() error { } // Convert runtime.Object into TrainedModel -func convertToTrainedModel(old runtime.Object) *TrainedModel { - tm := old.(*TrainedModel) - return tm +func convertToTrainedModel(obj runtime.Object) (*TrainedModel, error) { + tm, ok := obj.(*TrainedModel) + if !ok { + return nil, fmt.Errorf("expected an TrainedModel object but got %T", obj) + } + return tm, nil } // Validates format for TrainedModel's name diff --git a/pkg/apis/serving/v1alpha1/trainedmodel_webhook_test.go b/pkg/apis/serving/v1alpha1/trainedmodel_webhook_test.go index 722d670493c..396277e0934 100644 --- a/pkg/apis/serving/v1alpha1/trainedmodel_webhook_test.go +++ b/pkg/apis/serving/v1alpha1/trainedmodel_webhook_test.go @@ -17,12 +17,14 @@ limitations under the License. package v1alpha1 import ( + "context" "fmt" + "testing" + "github.com/onsi/gomega" "github.com/onsi/gomega/types" "k8s.io/apimachinery/pkg/api/resource" metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" - "testing" ) var ( @@ -127,13 +129,14 @@ func TestValidateCreate(t *testing.T) { }, } + validator := TrainedModelValidator{} for testName, scenario := range scenarios { t.Run(testName, func(t *testing.T) { tm := &scenario.tm for tmField, value := range scenario.update { tm.update(tmField, value) } - warnings, err := scenario.tm.ValidateCreate() + warnings, err := validator.ValidateCreate(context.Background(), tm) if !g.Expect(gomega.MatchError(err)).To(gomega.Equal(scenario.errMatcher)) { t.Errorf("got %t, want %t", err, scenario.errMatcher) } @@ -251,13 +254,14 @@ func TestValidateUpdate(t *testing.T) { }, } + validator := TrainedModelValidator{} for testName, scenario := range scenarios { t.Run(testName, func(t *testing.T) { tm := &scenario.tm for tmField, value := range scenario.update { tm.update(tmField, value) } - warnings, err := scenario.tm.ValidateUpdate(old) + warnings, err := validator.ValidateUpdate(context.Background(), old, tm) if !g.Expect(gomega.MatchError(err)).To(gomega.Equal(scenario.errMatcher)) { t.Errorf("got %t, want %t", err, scenario.errMatcher) } @@ -283,9 +287,10 @@ func TestValidateDelete(t *testing.T) { }, } + validator := TrainedModelValidator{} for testName, scenario := range scenarios { t.Run(testName, func(t *testing.T) { - warnings, err := scenario.tm.ValidateDelete() + warnings, err := validator.ValidateDelete(context.Background(), &scenario.tm) if !g.Expect(gomega.MatchError(err)).To(gomega.Equal(scenario.errMatcher)) { t.Errorf("got %t, want %t", err, scenario.errMatcher) } diff --git a/pkg/apis/serving/v1alpha1/v1alpha1.go b/pkg/apis/serving/v1alpha1/v1alpha1.go index 69eae90c0ea..d0893bfb934 100644 --- a/pkg/apis/serving/v1alpha1/v1alpha1.go +++ b/pkg/apis/serving/v1alpha1/v1alpha1.go @@ -19,7 +19,6 @@ limitations under the License. // Package v1alpha1 contains API Schema definitions for the serving v1alpha1 API group // +k8s:openapi-gen=true // +kubebuilder:object:generate=true -// +k8s:conversion-gen=kserve/pkg/apis/serving // +k8s:defaulter-gen=TypeMeta // +groupName=serving.kserve.io package v1alpha1 diff --git a/pkg/apis/serving/v1alpha1/zz_generated.deepcopy.go b/pkg/apis/serving/v1alpha1/zz_generated.deepcopy.go index 076a62a79cb..dbcc91a0261 100644 --- a/pkg/apis/serving/v1alpha1/zz_generated.deepcopy.go +++ b/pkg/apis/serving/v1alpha1/zz_generated.deepcopy.go @@ -1,5 +1,4 @@ //go:build !ignore_autogenerated -// +build !ignore_autogenerated /* Copyright 2023 The KServe Authors. @@ -51,6 +50,113 @@ func (in *BuiltInAdapter) DeepCopy() *BuiltInAdapter { return out } +// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. +func (in *ClusterLocalModel) DeepCopyInto(out *ClusterLocalModel) { + *out = *in + out.TypeMeta = in.TypeMeta + in.ObjectMeta.DeepCopyInto(&out.ObjectMeta) + in.Spec.DeepCopyInto(&out.Spec) + in.Status.DeepCopyInto(&out.Status) +} + +// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ClusterLocalModel. +func (in *ClusterLocalModel) DeepCopy() *ClusterLocalModel { + if in == nil { + return nil + } + out := new(ClusterLocalModel) + in.DeepCopyInto(out) + return out +} + +// DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object. +func (in *ClusterLocalModel) DeepCopyObject() runtime.Object { + if c := in.DeepCopy(); c != nil { + return c + } + return nil +} + +// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. +func (in *ClusterLocalModelList) DeepCopyInto(out *ClusterLocalModelList) { + *out = *in + out.TypeMeta = in.TypeMeta + in.ListMeta.DeepCopyInto(&out.ListMeta) + if in.Items != nil { + in, out := &in.Items, &out.Items + *out = make([]ClusterLocalModel, len(*in)) + for i := range *in { + (*in)[i].DeepCopyInto(&(*out)[i]) + } + } +} + +// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ClusterLocalModelList. +func (in *ClusterLocalModelList) DeepCopy() *ClusterLocalModelList { + if in == nil { + return nil + } + out := new(ClusterLocalModelList) + in.DeepCopyInto(out) + return out +} + +// DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object. +func (in *ClusterLocalModelList) DeepCopyObject() runtime.Object { + if c := in.DeepCopy(); c != nil { + return c + } + return nil +} + +// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. +func (in *ClusterLocalModelSpec) DeepCopyInto(out *ClusterLocalModelSpec) { + *out = *in + out.ModelSize = in.ModelSize.DeepCopy() +} + +// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ClusterLocalModelSpec. +func (in *ClusterLocalModelSpec) DeepCopy() *ClusterLocalModelSpec { + if in == nil { + return nil + } + out := new(ClusterLocalModelSpec) + in.DeepCopyInto(out) + return out +} + +// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. +func (in *ClusterLocalModelStatus) DeepCopyInto(out *ClusterLocalModelStatus) { + *out = *in + if in.NodeStatus != nil { + in, out := &in.NodeStatus, &out.NodeStatus + *out = make(map[string]NodeStatus, len(*in)) + for key, val := range *in { + (*out)[key] = val + } + } + if in.ModelCopies != nil { + in, out := &in.ModelCopies, &out.ModelCopies + *out = new(ModelCopies) + **out = **in + } + if in.InferenceServices != nil { + in, out := &in.InferenceServices, &out.InferenceServices + *out = make([]NamespacedName, len(*in)) + copy(*out, *in) + } +} + +// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ClusterLocalModelStatus. +func (in *ClusterLocalModelStatus) DeepCopy() *ClusterLocalModelStatus { + if in == nil { + return nil + } + out := new(ClusterLocalModelStatus) + in.DeepCopyInto(out) + return out +} + // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. func (in *ClusterServingRuntime) DeepCopyInto(out *ClusterServingRuntime) { *out = *in @@ -359,6 +465,115 @@ func (in *InferenceTarget) DeepCopy() *InferenceTarget { return out } +// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. +func (in *LocalModelNodeGroup) DeepCopyInto(out *LocalModelNodeGroup) { + *out = *in + out.TypeMeta = in.TypeMeta + in.ObjectMeta.DeepCopyInto(&out.ObjectMeta) + in.Spec.DeepCopyInto(&out.Spec) + in.Status.DeepCopyInto(&out.Status) +} + +// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LocalModelNodeGroup. +func (in *LocalModelNodeGroup) DeepCopy() *LocalModelNodeGroup { + if in == nil { + return nil + } + out := new(LocalModelNodeGroup) + in.DeepCopyInto(out) + return out +} + +// DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object. +func (in *LocalModelNodeGroup) DeepCopyObject() runtime.Object { + if c := in.DeepCopy(); c != nil { + return c + } + return nil +} + +// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. +func (in *LocalModelNodeGroupList) DeepCopyInto(out *LocalModelNodeGroupList) { + *out = *in + out.TypeMeta = in.TypeMeta + in.ListMeta.DeepCopyInto(&out.ListMeta) + if in.Items != nil { + in, out := &in.Items, &out.Items + *out = make([]LocalModelNodeGroup, len(*in)) + for i := range *in { + (*in)[i].DeepCopyInto(&(*out)[i]) + } + } +} + +// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LocalModelNodeGroupList. +func (in *LocalModelNodeGroupList) DeepCopy() *LocalModelNodeGroupList { + if in == nil { + return nil + } + out := new(LocalModelNodeGroupList) + in.DeepCopyInto(out) + return out +} + +// DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object. +func (in *LocalModelNodeGroupList) DeepCopyObject() runtime.Object { + if c := in.DeepCopy(); c != nil { + return c + } + return nil +} + +// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. +func (in *LocalModelNodeGroupSpec) DeepCopyInto(out *LocalModelNodeGroupSpec) { + *out = *in + out.StorageLimit = in.StorageLimit.DeepCopy() + in.PersistentVolumeSpec.DeepCopyInto(&out.PersistentVolumeSpec) + in.PersistentVolumeClaimSpec.DeepCopyInto(&out.PersistentVolumeClaimSpec) +} + +// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LocalModelNodeGroupSpec. +func (in *LocalModelNodeGroupSpec) DeepCopy() *LocalModelNodeGroupSpec { + if in == nil { + return nil + } + out := new(LocalModelNodeGroupSpec) + in.DeepCopyInto(out) + return out +} + +// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. +func (in *LocalModelNodeGroupStatus) DeepCopyInto(out *LocalModelNodeGroupStatus) { + *out = *in + out.Used = in.Used.DeepCopy() + out.Available = in.Available.DeepCopy() +} + +// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LocalModelNodeGroupStatus. +func (in *LocalModelNodeGroupStatus) DeepCopy() *LocalModelNodeGroupStatus { + if in == nil { + return nil + } + out := new(LocalModelNodeGroupStatus) + in.DeepCopyInto(out) + return out +} + +// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. +func (in *ModelCopies) DeepCopyInto(out *ModelCopies) { + *out = *in +} + +// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ModelCopies. +func (in *ModelCopies) DeepCopy() *ModelCopies { + if in == nil { + return nil + } + out := new(ModelCopies) + in.DeepCopyInto(out) + return out +} + // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. func (in *ModelSpec) DeepCopyInto(out *ModelSpec) { *out = *in @@ -375,6 +590,21 @@ func (in *ModelSpec) DeepCopy() *ModelSpec { return out } +// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. +func (in *NamespacedName) DeepCopyInto(out *NamespacedName) { + *out = *in +} + +// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new NamespacedName. +func (in *NamespacedName) DeepCopy() *NamespacedName { + if in == nil { + return nil + } + out := new(NamespacedName) + in.DeepCopyInto(out) + return out +} + // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. func (in *ServingRuntime) DeepCopyInto(out *ServingRuntime) { *out = *in @@ -526,6 +756,11 @@ func (in *ServingRuntimeSpec) DeepCopyInto(out *ServingRuntimeSpec) { *out = make([]constants.InferenceServiceProtocol, len(*in)) copy(*out, *in) } + if in.WorkerSpec != nil { + in, out := &in.WorkerSpec, &out.WorkerSpec + *out = new(WorkerSpec) + (*in).DeepCopyInto(*out) + } in.ServingRuntimePodSpec.DeepCopyInto(&out.ServingRuntimePodSpec) if in.GrpcMultiModelManagementEndpoint != nil { in, out := &in.GrpcMultiModelManagementEndpoint, &out.GrpcMultiModelManagementEndpoint @@ -781,3 +1016,19 @@ func (in *TrainedModelStatus) DeepCopy() *TrainedModelStatus { in.DeepCopyInto(out) return out } + +// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. +func (in *WorkerSpec) DeepCopyInto(out *WorkerSpec) { + *out = *in + in.ServingRuntimePodSpec.DeepCopyInto(&out.ServingRuntimePodSpec) +} + +// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new WorkerSpec. +func (in *WorkerSpec) DeepCopy() *WorkerSpec { + if in == nil { + return nil + } + out := new(WorkerSpec) + in.DeepCopyInto(out) + return out +} diff --git a/pkg/apis/serving/v1alpha1/zz_generated.defaults.go b/pkg/apis/serving/v1alpha1/zz_generated.defaults.go new file mode 100644 index 00000000000..0bb8ef1d8a3 --- /dev/null +++ b/pkg/apis/serving/v1alpha1/zz_generated.defaults.go @@ -0,0 +1,33 @@ +//go:build !ignore_autogenerated +// +build !ignore_autogenerated + +/* +Copyright 2023 The KServe Authors. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +// Code generated by defaulter-gen. DO NOT EDIT. + +package v1alpha1 + +import ( + runtime "k8s.io/apimachinery/pkg/runtime" +) + +// RegisterDefaults adds defaulters functions to the given scheme. +// Public to allow building arbitrary schemes. +// All generated defaulters are covering - they call all nested defaulters. +func RegisterDefaults(scheme *runtime.Scheme) error { + return nil +} diff --git a/pkg/apis/serving/v1beta1/component.go b/pkg/apis/serving/v1beta1/component.go index faf435d293a..952dab97976 100644 --- a/pkg/apis/serving/v1beta1/component.go +++ b/pkg/apis/serving/v1beta1/component.go @@ -30,15 +30,15 @@ import ( // Known error messages const ( - MinReplicasShouldBeLessThanMaxError = "MinReplicas cannot be greater than MaxReplicas." - MinReplicasLowerBoundExceededError = "MinReplicas cannot be less than 0." - MaxReplicasLowerBoundExceededError = "MaxReplicas cannot be less than 0." - ParallelismLowerBoundExceededError = "Parallelism cannot be less than 0." - UnsupportedStorageURIFormatError = "storageUri, must be one of: [%s] or match https://{}.blob.core.windows.net/{}/{} or be an absolute or relative local path. StorageUri [%s] is not supported." - UnsupportedStorageSpecFormatError = "storage.spec.type, must be one of: [%s]. storage.spec.type [%s] is not supported." - InvalidLoggerType = "Invalid logger type" - InvalidISVCNameFormatError = "The InferenceService \"%s\" is invalid: a InferenceService name must consist of lower case alphanumeric characters or '-', and must start with alphabetical character. (e.g. \"my-name\" or \"abc-123\", regex used for validation is '%s')" - InvalidProtocol = "Invalid protocol %s. Must be one of [%s]" + MinReplicasShouldBeLessThanMaxError = "'MinReplicas' cannot be greater than MaxReplicas" + MinReplicasLowerBoundExceededError = "'MinReplicas' cannot be less than 0" + MaxReplicasLowerBoundExceededError = "'MaxReplicas' cannot be less than 0" + ParallelismLowerBoundExceededError = "parallelism cannot be less than 0" + UnsupportedStorageURIFormatError = "storageUri, must be one of: [%s] or match https://{}.blob.core.windows.net/{}/{} or be an absolute or relative local path. StorageUri [%s] is not supported" + UnsupportedStorageSpecFormatError = "storage.spec.type, must be one of: [%s]. storage.spec.type [%s] is not supported" + InvalidLoggerType = "invalid logger type" + InvalidISVCNameFormatError = "the InferenceService \"%s\" is invalid: a InferenceService name must consist of lower case alphanumeric characters or '-', and must start with alphabetical character. (e.g. \"my-name\" or \"abc-123\", regex used for validation is '%s')" + InvalidProtocol = "invalid protocol %s. Must be one of [%s]" ) // Constants @@ -99,12 +99,12 @@ type ComponentExtensionSpec struct { // Activate request batching and batching configurations // +optional Batcher *Batcher `json:"batcher,omitempty"` - // Labels that will be add to the component pod. - // More info: http://kubernetes.io/docs/user-guide/labels + // Labels that will be added to the component pod. + // More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/ // +optional Labels map[string]string `json:"labels,omitempty"` - // Annotations that will be add to the component pod. - // More info: http://kubernetes.io/docs/user-guide/annotations + // Annotations that will be added to the component pod. + // More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/ // +optional Annotations map[string]string `json:"annotations,omitempty"` @@ -140,7 +140,7 @@ func validateStorageSpec(storageSpec *StorageSpec, storageURI *string) error { if storageSpec == nil { return nil } - if storageSpec != nil && storageURI != nil { + if storageURI != nil { if utils.IsPrefixSupported(*storageURI, SupportedStorageSpecURIPrefixList) { return nil } else { @@ -229,7 +229,7 @@ func ExactlyOneErrorFor(component Component) error { implementationTypes = append(implementationTypes, componentType.Field(i).Name) } return fmt.Errorf( - "Exactly one of [%s] must be specified in %s", + "exactly one of [%s] must be specified in %s", strings.Join(implementationTypes, ", "), componentType.Name(), ) diff --git a/pkg/apis/serving/v1beta1/component_test.go b/pkg/apis/serving/v1beta1/component_test.go index 178d8934ffe..7a670592737 100644 --- a/pkg/apis/serving/v1beta1/component_test.go +++ b/pkg/apis/serving/v1beta1/component_test.go @@ -138,6 +138,13 @@ func TestComponentExtensionSpec_validateLogger(t *testing.T) { }, matcher: gomega.BeNil(), }, + "LoggerWithHeaderMetadata": { + logger: &LoggerSpec{ + Mode: LogAll, + MetadataHeaders: []string{"Foo", "Bar"}, + }, + matcher: gomega.BeNil(), + }, "InvalidLoggerMode": { logger: &LoggerSpec{ Mode: "InvalidMode", diff --git a/pkg/apis/serving/v1beta1/configmap.go b/pkg/apis/serving/v1beta1/configmap.go index 56c2f56b278..27d7770bf33 100644 --- a/pkg/apis/serving/v1beta1/configmap.go +++ b/pkg/apis/serving/v1beta1/configmap.go @@ -32,16 +32,16 @@ import ( // ConfigMap Keys const ( ExplainerConfigKeyName = "explainers" + IngressConfigKeyName = "ingress" + DeployConfigName = "deploy" + LocalModelConfigName = "localModel" + SecurityConfigName = "security" ) const ( - IngressConfigKeyName = "ingress" - DeployConfigName = "deploy" - DefaultDomainTemplate = "{{ .Name }}-{{ .Namespace }}.{{ .IngressDomain }}" DefaultIngressDomain = "example.com" - - DefaultUrlScheme = "http" + DefaultUrlScheme = "http" ) // +kubebuilder:object:generate=false @@ -65,18 +65,18 @@ type InferenceServicesConfig struct { // +kubebuilder:object:generate=false type IngressConfig struct { - IngressGateway string `json:"ingressGateway,omitempty"` - IngressServiceName string `json:"ingressService,omitempty"` - LocalGateway string `json:"localGateway,omitempty"` - LocalGatewayServiceName string `json:"localGatewayService,omitempty"` - IngressDomain string `json:"ingressDomain,omitempty"` - IngressClassName *string `json:"ingressClassName,omitempty"` - AdditionalIngressDomains *[]string `json:"additionalIngressDomains,omitempty"` - DomainTemplate string `json:"domainTemplate,omitempty"` - UrlScheme string `json:"urlScheme,omitempty"` - DisableIstioVirtualHost bool `json:"disableIstioVirtualHost,omitempty"` - PathTemplate string `json:"pathTemplate,omitempty"` - DisableIngressCreation bool `json:"disableIngressCreation,omitempty"` + IngressGateway string `json:"ingressGateway,omitempty"` + KnativeLocalGatewayService string `json:"knativeLocalGatewayService,omitempty"` + LocalGateway string `json:"localGateway,omitempty"` + LocalGatewayServiceName string `json:"localGatewayService,omitempty"` + IngressDomain string `json:"ingressDomain,omitempty"` + IngressClassName *string `json:"ingressClassName,omitempty"` + AdditionalIngressDomains *[]string `json:"additionalIngressDomains,omitempty"` + DomainTemplate string `json:"domainTemplate,omitempty"` + UrlScheme string `json:"urlScheme,omitempty"` + DisableIstioVirtualHost bool `json:"disableIstioVirtualHost,omitempty"` + PathTemplate string `json:"pathTemplate,omitempty"` + DisableIngressCreation bool `json:"disableIngressCreation,omitempty"` } // +kubebuilder:object:generate=false @@ -84,6 +84,19 @@ type DeployConfig struct { DefaultDeploymentMode string `json:"defaultDeploymentMode,omitempty"` } +// +kubebuilder:object:generate=false +type LocalModelConfig struct { + Enabled bool `json:"enabled"` + JobNamespace string `json:"jobNamespace"` + DefaultJobImage string `json:"defaultJobImage,omitempty"` + FSGroup *int64 `json:"fsGroup,omitempty"` +} + +// +kubebuilder:object:generate=false +type SecurityConfig struct { + AutoMountServiceAccountToken bool `json:"autoMountServiceAccountToken"` +} + func NewInferenceServicesConfig(clientset kubernetes.Interface) (*InferenceServicesConfig, error) { configMap, err := clientset.CoreV1().ConfigMaps(constants.KServeNamespace).Get(context.TODO(), constants.InferenceServiceConfigMapName, metav1.GetOptions{}) if err != nil { @@ -112,8 +125,8 @@ func NewIngressConfig(clientset kubernetes.Interface) (*IngressConfig, error) { return nil, fmt.Errorf("unable to parse ingress config json: %w", err) } - if ingressConfig.IngressGateway == "" || ingressConfig.IngressServiceName == "" { - return nil, fmt.Errorf("invalid ingress config - ingressGateway and ingressService are required") + if ingressConfig.IngressGateway == "" { + return nil, fmt.Errorf("invalid ingress config - ingressGateway is required") } if ingressConfig.PathTemplate != "" { // TODO: ensure that the generated path is valid, that is: @@ -128,6 +141,10 @@ func NewIngressConfig(clientset kubernetes.Interface) (*IngressConfig, error) { return nil, fmt.Errorf("invalid ingress config - ingressDomain is required if pathTemplate is given") } } + + if len(ingressConfig.KnativeLocalGatewayService) == 0 { + ingressConfig.KnativeLocalGatewayService = ingressConfig.LocalGatewayServiceName + } } if ingressConfig.DomainTemplate == "" { @@ -180,3 +197,33 @@ func NewDeployConfig(clientset kubernetes.Interface) (*DeployConfig, error) { } return deployConfig, nil } + +func NewLocalModelConfig(clientset kubernetes.Interface) (*LocalModelConfig, error) { + configMap, err := clientset.CoreV1().ConfigMaps(constants.KServeNamespace).Get(context.TODO(), constants.InferenceServiceConfigMapName, metav1.GetOptions{}) + if err != nil { + return nil, err + } + localModelConfig := &LocalModelConfig{} + if localModel, ok := configMap.Data[LocalModelConfigName]; ok { + err := json.Unmarshal([]byte(localModel), &localModelConfig) + if err != nil { + return nil, err + } + } + return localModelConfig, nil +} + +func NewSecurityConfig(clientset kubernetes.Interface) (*SecurityConfig, error) { + configMap, err := clientset.CoreV1().ConfigMaps(constants.KServeNamespace).Get(context.TODO(), constants.InferenceServiceConfigMapName, metav1.GetOptions{}) + if err != nil { + return nil, err + } + securityConfig := &SecurityConfig{} + if security, ok := configMap.Data[SecurityConfigName]; ok { + err := json.Unmarshal([]byte(security), &securityConfig) + if err != nil { + return nil, err + } + } + return securityConfig, nil +} diff --git a/pkg/apis/serving/v1beta1/configmap_test.go b/pkg/apis/serving/v1beta1/configmap_test.go index de78c6965b4..b5ee02da061 100644 --- a/pkg/apis/serving/v1beta1/configmap_test.go +++ b/pkg/apis/serving/v1beta1/configmap_test.go @@ -28,23 +28,23 @@ import ( ) var ( - KnativeIngressGateway = "knative-serving/knative-ingress-gateway" - IngressService = "test-destination" - KnativeLocalGateway = "knative-serving/knative-local-gateway" - LocalGatewayService = "knative-local-gateway.istio-system.svc.cluster.local" - UrlScheme = "https" - IngressDomain = "example.com" - AdditionalDomain = "additional-example.com" - AdditionalDomainExtra = "additional-example-extra.com" - IngressConfigData = fmt.Sprintf(`{ + KnativeIngressGateway = "knative-serving/knative-ingress-gateway" + KnativeLocalGatewayService = "test-destination" + KnativeLocalGateway = "knative-serving/knative-local-gateway" + LocalGatewayService = "knative-local-gateway.istio-system.svc.cluster.local" + UrlScheme = "https" + IngressDomain = "example.com" + AdditionalDomain = "additional-example.com" + AdditionalDomainExtra = "additional-example-extra.com" + IngressConfigData = fmt.Sprintf(`{ "ingressGateway" : "%s", - "ingressService" : "%s", + "knativeLocalGatewayService" : "%s", "localGateway" : "%s", "localGatewayService" : "%s", "ingressDomain": "%s", "urlScheme": "https", "additionalIngressDomains": ["%s","%s"] - }`, KnativeIngressGateway, IngressService, KnativeLocalGateway, LocalGatewayService, IngressDomain, + }`, KnativeIngressGateway, KnativeLocalGatewayService, KnativeLocalGateway, LocalGatewayService, IngressDomain, AdditionalDomain, AdditionalDomainExtra) ) @@ -71,7 +71,7 @@ func TestNewIngressConfig(t *testing.T) { g.Expect(ingressCfg).ShouldNot(gomega.BeNil()) g.Expect(ingressCfg.IngressGateway).To(gomega.Equal(KnativeIngressGateway)) - g.Expect(ingressCfg.IngressServiceName).To(gomega.Equal(IngressService)) + g.Expect(ingressCfg.KnativeLocalGatewayService).To(gomega.Equal(KnativeLocalGatewayService)) g.Expect(ingressCfg.LocalGateway).To(gomega.Equal(KnativeLocalGateway)) g.Expect(ingressCfg.LocalGatewayServiceName).To(gomega.Equal(LocalGatewayService)) g.Expect(ingressCfg.UrlScheme).To(gomega.Equal(UrlScheme)) @@ -79,6 +79,28 @@ func TestNewIngressConfig(t *testing.T) { g.Expect(*ingressCfg.AdditionalIngressDomains).To(gomega.Equal([]string{AdditionalDomain, AdditionalDomainExtra})) } +func TestNewIngressConfigDefaultKnativeService(t *testing.T) { + g := gomega.NewGomegaWithT(t) + clientset := fakeclientset.NewSimpleClientset(&v1.ConfigMap{ + ObjectMeta: metav1.ObjectMeta{Name: constants.InferenceServiceConfigMapName, Namespace: constants.KServeNamespace}, + Data: map[string]string{ + IngressConfigKeyName: fmt.Sprintf(`{ + "ingressGateway" : "%s", + "localGateway" : "%s", + "localGatewayService" : "%s", + "ingressDomain": "%s", + "urlScheme": "https", + "additionalIngressDomains": ["%s","%s"] + }`, KnativeIngressGateway, KnativeLocalGateway, LocalGatewayService, IngressDomain, + AdditionalDomain, AdditionalDomainExtra), + }, + }) + ingressCfg, err := NewIngressConfig(clientset) + g.Expect(err).Should(gomega.BeNil()) + g.Expect(ingressCfg).ShouldNot(gomega.BeNil()) + g.Expect(ingressCfg.KnativeLocalGatewayService).To(gomega.Equal(LocalGatewayService)) +} + func TestNewDeployConfig(t *testing.T) { g := gomega.NewGomegaWithT(t) clientset := fakeclientset.NewSimpleClientset(&v1.ConfigMap{ diff --git a/pkg/apis/serving/v1beta1/doc.go b/pkg/apis/serving/v1beta1/doc.go index 30c10dac9ad..aaa65a35325 100644 --- a/pkg/apis/serving/v1beta1/doc.go +++ b/pkg/apis/serving/v1beta1/doc.go @@ -17,7 +17,6 @@ limitations under the License. // Package v1beta1 contains API Schema definitions for the serving v1beta1 API group // +k8s:openapi-gen=true // +k8s:deepcopy-gen=package,register -// +k8s:conversion-gen=kserve/pkg/apis/serving // +k8s:defaulter-gen=TypeMeta // +groupName=serving.kserve.io package v1beta1 diff --git a/pkg/apis/serving/v1beta1/inference_service.go b/pkg/apis/serving/v1beta1/inference_service.go index 0f3f5a9f308..df220507c9f 100644 --- a/pkg/apis/serving/v1beta1/inference_service.go +++ b/pkg/apis/serving/v1beta1/inference_service.go @@ -41,11 +41,11 @@ type LoggerType string // LoggerType Enum const ( - // Logger mode to log both request and response + // LogAll Logger mode to log both request and response LogAll LoggerType = "all" - // Logger mode to log only request + // LogRequest Logger mode to log only request LogRequest LoggerType = "request" - // Logger mode to log only response + // LogResponse Logger mode to log only response LogResponse LoggerType = "response" ) @@ -61,6 +61,9 @@ type LoggerSpec struct { // - "response": log only response
// +optional Mode LoggerType `json:"mode,omitempty"` + // Matched metadata HTTP headers for propagating to inference logger cloud events. + // +optional + MetadataHeaders []string `json:"metadataHeaders,omitempty"` } // Batcher specifies optional payload batching available for all components diff --git a/pkg/apis/serving/v1beta1/inference_service_defaults.go b/pkg/apis/serving/v1beta1/inference_service_defaults.go index d9e3e86aa2e..4fc722b038c 100644 --- a/pkg/apis/serving/v1beta1/inference_service_defaults.go +++ b/pkg/apis/serving/v1beta1/inference_service_defaults.go @@ -17,19 +17,26 @@ limitations under the License. package v1beta1 import ( + "context" "fmt" "reflect" "strconv" + "strings" + "google.golang.org/protobuf/proto" v1 "k8s.io/api/core/v1" "k8s.io/apimachinery/pkg/api/resource" + "k8s.io/apimachinery/pkg/runtime" "k8s.io/client-go/kubernetes" + "sigs.k8s.io/controller-runtime/pkg/client" "sigs.k8s.io/controller-runtime/pkg/client/config" logf "sigs.k8s.io/controller-runtime/pkg/log" "sigs.k8s.io/controller-runtime/pkg/webhook" + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" "github.com/kserve/kserve/pkg/constants" "github.com/kserve/kserve/pkg/utils" + "k8s.io/client-go/kubernetes/scheme" ) var ( @@ -41,8 +48,19 @@ var ( mutatorLogger = logf.Log.WithName("inferenceservice-v1beta1-mutating-webhook") ) +// +kubebuilder:object:generate=false +// +k8s:deepcopy-gen=false +// +k8s:openapi-gen=false +// InferenceServiceDefaulter is responsible for setting default values on the InferenceService +// when created or updated. +// +// NOTE: The +kubebuilder:object:generate=false and +k8s:deepcopy-gen=false marker prevents controller-gen from generating DeepCopy methods, +// as it is used only for temporary operations and does not need to be deeply copied. +type InferenceServiceDefaulter struct { +} + // +kubebuilder:webhook:path=/mutate-inferenceservices,mutating=true,failurePolicy=fail,groups=serving.kserve.io,resources=inferenceservices,verbs=create;update,versions=v1beta1,name=inferenceservice.kserve-webhook-server.defaulter -var _ webhook.Defaulter = &InferenceService{} +var _ webhook.CustomDefaulter = &InferenceServiceDefaulter{} func setResourceRequirementDefaults(requirements *v1.ResourceRequirements) { if requirements.Requests == nil { @@ -64,30 +82,61 @@ func setResourceRequirementDefaults(requirements *v1.ResourceRequirements) { } } -func (isvc *InferenceService) Default() { +func (d *InferenceServiceDefaulter) Default(ctx context.Context, obj runtime.Object) error { + isvc, err := convertToInferenceService(obj) + if err != nil { + validatorLogger.Error(err, "Unable to convert object to InferenceService") + return err + } mutatorLogger.Info("Defaulting InferenceService", "namespace", isvc.Namespace, "isvc", isvc.Spec.Predictor) cfg, err := config.GetConfig() if err != nil { mutatorLogger.Error(err, "unable to set up client config") - panic(err) + return err } clientSet, err := kubernetes.NewForConfig(cfg) if err != nil { mutatorLogger.Error(err, "unable to create clientSet") - panic(err) + return err } + // Todo: call api server only once to get all configs configMap, err := NewInferenceServicesConfig(clientSet) if err != nil { - panic(err) + return err } deployConfig, err := NewDeployConfig(clientSet) if err != nil { - panic(err) + return err + } + localModelConfig, err := NewLocalModelConfig(clientSet) + if err != nil { + return err + } + securityConfig, err := NewSecurityConfig(clientSet) + if err != nil { + return err } - isvc.DefaultInferenceService(configMap, deployConfig) + + var models *v1alpha1.ClusterLocalModelList + if localModelConfig.Enabled { + var c client.Client + if c, err = client.New(cfg, client.Options{Scheme: scheme.Scheme}); err != nil { + mutatorLogger.Error(err, "Failed to start client") + return err + } + models = &v1alpha1.ClusterLocalModelList{} + if err := c.List(context.TODO(), models); err != nil { + mutatorLogger.Error(err, "Cannot List local models") + return err + } + } + + // Pass a list of ClusterLocalModel resources to set the local model label if there is a match + isvc.DefaultInferenceService(configMap, deployConfig, securityConfig, models) + return nil } -func (isvc *InferenceService) DefaultInferenceService(config *InferenceServicesConfig, deployConfig *DeployConfig) { +func (isvc *InferenceService) DefaultInferenceService(config *InferenceServicesConfig, deployConfig *DeployConfig, securityConfig *SecurityConfig, models *v1alpha1.ClusterLocalModelList) { deploymentMode, ok := isvc.ObjectMeta.Annotations[constants.DeploymentMode] if !ok && deployConfig != nil { @@ -121,6 +170,26 @@ func (isvc *InferenceService) DefaultInferenceService(config *InferenceServicesC } } } + + isvc.setLocalModelLabel(models) + if securityConfig != nil && !securityConfig.AutoMountServiceAccountToken { + disableAutomountServiceAccountToken(isvc) + } +} + +// disableAutomountServiceAccountToken sets AutomountServiceAccountToken to be false +// Usually serving runtimes do not need access to kubernetes apiserver, so we set it to false by default. +// This can be overridden by setting AutomountServiceAccountToken to true in the InferenceService spec +func disableAutomountServiceAccountToken(isvc *InferenceService) { + if isvc.Spec.Predictor.AutomountServiceAccountToken == nil { + isvc.Spec.Predictor.AutomountServiceAccountToken = proto.Bool(false) + } + if isvc.Spec.Transformer != nil && isvc.Spec.Transformer.AutomountServiceAccountToken == nil { + isvc.Spec.Transformer.AutomountServiceAccountToken = proto.Bool(false) + } + if isvc.Spec.Explainer != nil && isvc.Spec.Explainer.AutomountServiceAccountToken == nil { + isvc.Spec.Explainer.AutomountServiceAccountToken = proto.Bool(false) + } } func (isvc *InferenceService) setPredictorModelDefaults() { @@ -364,3 +433,40 @@ func (isvc *InferenceService) SetTritonDefaults() { fmt.Sprintf("%s=%s", "--model-control-mode", "explicit")) } } + +// If there is a ClusterLocalModel resource, add the name of the ClusterLocalModel and sourceModelUri to the isvc, +// which is used by the local model controller to manage PV/PVCs. +func (isvc *InferenceService) setLocalModelLabel(models *v1alpha1.ClusterLocalModelList) { + if models == nil { + return + } + // Todo: support multiple storage uris? + var storageUri string + var predictor ComponentImplementation + if predictor = isvc.Spec.Predictor.GetImplementation(); predictor == nil { + return + } + if predictor.GetStorageUri() == nil { + return + } + storageUri = *isvc.Spec.Predictor.GetImplementation().GetStorageUri() + var localModel *v1alpha1.ClusterLocalModel + for i, model := range models.Items { + if strings.HasPrefix(storageUri, model.Spec.SourceModelUri) { + localModel = &models.Items[i] + break + } + } + if localModel == nil { + return + } + if isvc.Labels == nil { + isvc.Labels = make(map[string]string) + } + if isvc.Annotations == nil { + isvc.Annotations = make(map[string]string) + } + isvc.Labels[constants.LocalModelLabel] = localModel.Name + isvc.Annotations[constants.LocalModelSourceUriAnnotationKey] = localModel.Spec.SourceModelUri + mutatorLogger.Info("ClusterLocalModel found", "model", localModel.Name, "namespace", isvc.Namespace, "isvc", isvc.Name) +} diff --git a/pkg/apis/serving/v1beta1/inference_service_defaults_test.go b/pkg/apis/serving/v1beta1/inference_service_defaults_test.go index 4a20321690c..ed9de9965e9 100644 --- a/pkg/apis/serving/v1beta1/inference_service_defaults_test.go +++ b/pkg/apis/serving/v1beta1/inference_service_defaults_test.go @@ -20,12 +20,14 @@ import ( "strconv" "testing" + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" "github.com/kserve/kserve/pkg/constants" "google.golang.org/protobuf/proto" "github.com/onsi/gomega" "github.com/onsi/gomega/types" v1 "k8s.io/api/core/v1" + "k8s.io/apimachinery/pkg/api/resource" metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" ) @@ -303,9 +305,9 @@ func TestInferenceServiceDefaults(t *testing.T) { for _, scenario := range scenarios { resources := v1.ResourceRequirements{Requests: defaultResource, Limits: defaultResource} scenario.isvc.Spec.DeepCopy() - scenario.isvc.DefaultInferenceService(scenario.config, scenario.deployConfig) + scenario.isvc.DefaultInferenceService(scenario.config, scenario.deployConfig, nil, nil) - g.Expect(*&scenario.isvc.Spec.Predictor.Tensorflow).To(gomega.BeNil()) + g.Expect(scenario.isvc.Spec.Predictor.Tensorflow).To(gomega.BeNil()) g.Expect(scenario.isvc.Spec.Predictor.ONNX).To(gomega.BeNil()) g.Expect(scenario.isvc.Spec.Predictor.PMML).To(gomega.BeNil()) g.Expect(scenario.isvc.Spec.Predictor.Paddle).To(gomega.BeNil()) @@ -354,7 +356,7 @@ func TestCustomPredictorDefaults(t *testing.T) { } resources := v1.ResourceRequirements{Requests: defaultResource, Limits: defaultResource} isvc.Spec.DeepCopy() - isvc.DefaultInferenceService(config, deployConfig) + isvc.DefaultInferenceService(config, deployConfig, nil, nil) g.Expect(isvc.Spec.Predictor.PodSpec.Containers[0].Resources).To(gomega.Equal(resources)) } @@ -383,7 +385,7 @@ func TestInferenceServiceDefaultsModelMeshAnnotation(t *testing.T) { }, } isvc.Spec.DeepCopy() - isvc.DefaultInferenceService(config, deployConfig) + isvc.DefaultInferenceService(config, deployConfig, nil, nil) g.Expect(isvc.Spec.Predictor.Model).To(gomega.BeNil()) g.Expect(isvc.Spec.Predictor.Tensorflow).ToNot(gomega.BeNil()) } @@ -462,7 +464,7 @@ func TestRuntimeDefaults(t *testing.T) { }, } for name, scenario := range scenarios { - scenario.isvc.DefaultInferenceService(scenario.config, deployConfig) + scenario.isvc.DefaultInferenceService(scenario.config, deployConfig, nil, nil) scenario.isvc.Spec.Predictor.Model.Runtime = &scenario.runtime scenario.isvc.SetRuntimeDefaults() g.Expect(scenario.isvc.Spec.Predictor.Model).ToNot(gomega.BeNil()) @@ -538,7 +540,7 @@ func TestTorchServeDefaults(t *testing.T) { } runtime := constants.TorchServe for _, scenario := range scenarios { - scenario.isvc.DefaultInferenceService(scenario.config, deployConfig) + scenario.isvc.DefaultInferenceService(scenario.config, deployConfig, nil, nil) scenario.isvc.Spec.Predictor.Model.Runtime = &runtime scenario.isvc.SetTorchServeDefaults() g.Expect(scenario.isvc.Spec.Predictor.Model).ToNot(gomega.BeNil()) @@ -596,7 +598,7 @@ func TestSetTritonDefaults(t *testing.T) { } runtime := constants.TritonServer for _, scenario := range scenarios { - scenario.isvc.DefaultInferenceService(scenario.config, deployConfig) + scenario.isvc.DefaultInferenceService(scenario.config, deployConfig, nil, nil) scenario.isvc.Spec.Predictor.Model.Runtime = &runtime scenario.isvc.SetTritonDefaults() g.Expect(scenario.isvc.Spec.Predictor.Model).ToNot(gomega.BeNil()) @@ -740,7 +742,7 @@ func TestMlServerDefaults(t *testing.T) { } runtime := constants.MLServer for _, scenario := range scenarios { - scenario.isvc.DefaultInferenceService(scenario.config, deployConfig) + scenario.isvc.DefaultInferenceService(scenario.config, deployConfig, nil, nil) scenario.isvc.Spec.Predictor.Model.Runtime = &runtime scenario.isvc.SetMlServerDefaults() g.Expect(scenario.isvc.Spec.Predictor.Model).ToNot(gomega.BeNil()) @@ -749,3 +751,76 @@ func TestMlServerDefaults(t *testing.T) { g.Expect(scenario.isvc.ObjectMeta.Labels).To(scenario.matcher["labels"]) } } + +func TestLocalModelAnnotation(t *testing.T) { + g := gomega.NewGomegaWithT(t) + + deployConfig := &DeployConfig{ + DefaultDeploymentMode: "Serverless", + } + protocolVersion := constants.ProtocolV2 + localModelName := "iris" + scenarios := map[string]struct { + config *InferenceServicesConfig + isvc InferenceService + matcher types.GomegaMatcher + }{ + "isvc without ClusterLocalModel": { + config: &InferenceServicesConfig{}, + isvc: InferenceService{ + ObjectMeta: metav1.ObjectMeta{ + Name: "foo", + Namespace: "default", + }, + Spec: InferenceServiceSpec{ + Predictor: PredictorSpec{ + PyTorch: &TorchServeSpec{ + PredictorExtensionSpec: PredictorExtensionSpec{ + StorageURI: proto.String("gs://testbucket/testmodel"), + ProtocolVersion: &protocolVersion, + }, + }, + }, + }, + }, + matcher: gomega.HaveKeyWithValue(constants.LocalModelLabel, localModelName), + }, + "isvc with ClusterLocalModel": { + config: &InferenceServicesConfig{}, + isvc: InferenceService{ + ObjectMeta: metav1.ObjectMeta{ + Name: "foo", + Namespace: "default", + Labels: map[string]string{ + "Purpose": "Testing", + }, + }, + Spec: InferenceServiceSpec{ + Predictor: PredictorSpec{ + PyTorch: &TorchServeSpec{ + PredictorExtensionSpec: PredictorExtensionSpec{ + StorageURI: proto.String("gs://testbucket2/testmodel"), + }, + }, + }, + }, + }, + matcher: gomega.Not(gomega.HaveKeyWithValue(constants.LocalModelLabel, localModelName)), + }, + } + localModel := &v1alpha1.ClusterLocalModel{ + ObjectMeta: metav1.ObjectMeta{ + Name: localModelName, + }, + Spec: v1alpha1.ClusterLocalModelSpec{ + SourceModelUri: "gs://testbucket/testmodel", + ModelSize: resource.MustParse("123Gi"), + NodeGroup: "gpu", + }, + } + localModels := &v1alpha1.ClusterLocalModelList{Items: []v1alpha1.ClusterLocalModel{*localModel}} + for _, scenario := range scenarios { + scenario.isvc.DefaultInferenceService(scenario.config, deployConfig, nil, localModels) + g.Expect(scenario.isvc.ObjectMeta.Labels).To(scenario.matcher) + } +} diff --git a/pkg/apis/serving/v1beta1/inference_service_validation.go b/pkg/apis/serving/v1beta1/inference_service_validation.go index eee51735e1c..8ba915321d4 100644 --- a/pkg/apis/serving/v1beta1/inference_service_validation.go +++ b/pkg/apis/serving/v1beta1/inference_service_validation.go @@ -17,6 +17,7 @@ limitations under the License. package v1beta1 import ( + "context" "fmt" "reflect" "strconv" @@ -46,12 +47,60 @@ var ( IsvcRegexp = regexp.MustCompile("^" + IsvcNameFmt + "$") ) +// +kubebuilder:object:generate=false +// +k8s:deepcopy-gen=false +// +k8s:openapi-gen=false +// InferenceServiceValidator is responsible for validating the InferenceService resource +// when it is created, updated, or deleted. +// +// NOTE: The +kubebuilder:object:generate=false and +k8s:deepcopy-gen=false marker prevents controller-gen from generating DeepCopy methods, +// as this struct is used only for temporary operations and does not need to be deeply copied. +type InferenceServiceValidator struct{} + // +kubebuilder:webhook:verbs=create;update,path=/validate-inferenceservices,mutating=false,failurePolicy=fail,groups=serving.kserve.io,resources=inferenceservices,versions=v1beta1,name=inferenceservice.kserve-webhook-server.validator -var _ webhook.Validator = &InferenceService{} +var _ webhook.CustomValidator = &InferenceServiceValidator{} // ValidateCreate implements webhook.Validator so a webhook will be registered for the type -func (isvc *InferenceService) ValidateCreate() (admission.Warnings, error) { +func (v *InferenceServiceValidator) ValidateCreate(ctx context.Context, obj runtime.Object) (admission.Warnings, error) { + isvc, err := convertToInferenceService(obj) + if err != nil { + validatorLogger.Error(err, "Unable to convert object to InferenceService") + return nil, err + } validatorLogger.Info("validate create", "name", isvc.Name) + return validateInferenceService(isvc) +} + +// ValidateUpdate implements webhook.Validator so a webhook will be registered for the type +func (v *InferenceServiceValidator) ValidateUpdate(ctx context.Context, oldObj, newObj runtime.Object) (admission.Warnings, error) { + isvc, err := convertToInferenceService(newObj) + if err != nil { + validatorLogger.Error(err, "Unable to convert object to InferenceService") + return nil, err + } + validatorLogger.Info("validate update", "name", isvc.Name) + + return validateInferenceService(isvc) +} + +// ValidateDelete implements webhook.Validator so a webhook will be registered for the type +func (v *InferenceServiceValidator) ValidateDelete(ctx context.Context, obj runtime.Object) (admission.Warnings, error) { + isvc, err := convertToInferenceService(obj) + if err != nil { + validatorLogger.Error(err, "Unable to convert object to InferenceService") + return nil, err + } + validatorLogger.Info("validate delete", "name", isvc.Name) + return nil, nil +} + +// GetIntReference returns the pointer for the integer input +func GetIntReference(number int) *int { + num := number + return &num +} + +func validateInferenceService(isvc *InferenceService) (admission.Warnings, error) { var allWarnings admission.Warnings annotations := isvc.Annotations @@ -103,25 +152,6 @@ func validateAutoScalingCompExtension(annotations map[string]string, compExtSpec return validateScalingKPACompExtension(compExtSpec) } -// ValidateUpdate implements webhook.Validator so a webhook will be registered for the type -func (isvc *InferenceService) ValidateUpdate(old runtime.Object) (admission.Warnings, error) { - validatorLogger.Info("validate update", "name", isvc.Name) - - return isvc.ValidateCreate() -} - -// ValidateDelete implements webhook.Validator so a webhook will be registered for the type -func (isvc *InferenceService) ValidateDelete() (admission.Warnings, error) { - validatorLogger.Info("validate delete", "name", isvc.Name) - return nil, nil -} - -// GetIntReference returns the pointer for the integer input -func GetIntReference(number int) *int { - num := number - return &num -} - // Validation of isvc name func validateInferenceServiceName(isvc *InferenceService) error { if !IsvcRegexp.MatchString(isvc.Name) { @@ -152,7 +182,7 @@ func validateInferenceServiceAutoscaler(isvc *InferenceService) error { } } } - return fmt.Errorf("[%s] is not a supported autoscaler class type.\n", value) + return fmt.Errorf("[%s] is not a supported autoscaler class type", value) } return nil @@ -165,7 +195,7 @@ func validateHPAMetrics(metric ScaleMetric) error { return nil } } - return fmt.Errorf("[%s] is not a supported metric.\n", metric) + return fmt.Errorf("[%s] is not a supported metric", metric) } // Validate of autoscaler targetUtilizationPercentage @@ -174,9 +204,9 @@ func validateAutoscalerTargetUtilizationPercentage(isvc *InferenceService) error if value, ok := annotations[constants.TargetUtilizationPercentage]; ok { t, err := strconv.Atoi(value) if err != nil { - return fmt.Errorf("The target utilization percentage should be a [1-100] integer.") + return fmt.Errorf("the target utilization percentage should be a [1-100] integer") } else if t < 1 || t > 100 { - return fmt.Errorf("The target utilization percentage should be a [1-100] integer.") + return fmt.Errorf("the target utilization percentage should be a [1-100] integer") } } @@ -198,11 +228,11 @@ func validateScalingHPACompExtension(compExtSpec *ComponentExtensionSpec) error if compExtSpec.ScaleTarget != nil { target := *compExtSpec.ScaleTarget if metric == MetricCPU && target < 1 || target > 100 { - return fmt.Errorf("The target utilization percentage should be a [1-100] integer.") + return fmt.Errorf("the target utilization percentage should be a [1-100] integer") } if metric == MetricMemory && target < 1 { - return fmt.Errorf("The target memory should be greater than 1 MiB") + return fmt.Errorf("the target memory should be greater than 1 MiB") } } @@ -215,7 +245,7 @@ func validateKPAMetrics(metric ScaleMetric) error { return nil } } - return fmt.Errorf("[%s] is not a supported metric.\n", metric) + return fmt.Errorf("[%s] is not a supported metric", metric) } func validateScalingKPACompExtension(compExtSpec *ComponentExtensionSpec) error { @@ -258,3 +288,12 @@ func validateCollocationStorageURI(predictorSpec PredictorSpec) error { } return nil } + +// Convert runtime.Object into InferenceService +func convertToInferenceService(obj runtime.Object) (*InferenceService, error) { + isvc, ok := obj.(*InferenceService) + if !ok { + return nil, fmt.Errorf("expected an InferenceService object but got %T", obj) + } + return isvc, nil +} diff --git a/pkg/apis/serving/v1beta1/inference_service_validation_test.go b/pkg/apis/serving/v1beta1/inference_service_validation_test.go index e1cea90f4e5..6cbae73f669 100644 --- a/pkg/apis/serving/v1beta1/inference_service_validation_test.go +++ b/pkg/apis/serving/v1beta1/inference_service_validation_test.go @@ -17,9 +17,11 @@ limitations under the License. package v1beta1 import ( - "github.com/kserve/kserve/pkg/constants" + "context" "testing" + "github.com/kserve/kserve/pkg/constants" + "google.golang.org/protobuf/proto" "github.com/onsi/gomega" @@ -77,7 +79,8 @@ func makeTestInferenceService() InferenceService { func TestValidAutoscalerClassTypeAndHPAMetrics(t *testing.T) { g := gomega.NewGomegaWithT(t) isvc := makeTestRawInferenceService() - warnings, err := isvc.ValidateCreate() + validator := InferenceServiceValidator{} + warnings, err := validator.ValidateCreate(context.Background(), &isvc) g.Expect(warnings).Should(gomega.BeEmpty()) g.Expect(err).Should(gomega.Succeed()) } @@ -86,7 +89,8 @@ func TestInvalidAutoscalerClassType(t *testing.T) { g := gomega.NewGomegaWithT(t) isvc := makeTestRawInferenceService() isvc.ObjectMeta.Annotations["serving.kserve.io/autoscalerClass"] = "test" - warnings, err := isvc.ValidateCreate() + validator := InferenceServiceValidator{} + warnings, err := validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).ShouldNot(gomega.Succeed()) g.Expect(warnings).Should(gomega.BeEmpty()) } @@ -95,7 +99,8 @@ func TestValidTargetUtilizationPercentage(t *testing.T) { g := gomega.NewGomegaWithT(t) isvc := makeTestRawInferenceService() isvc.ObjectMeta.Annotations["serving.kserve.io/targetUtilizationPercentage"] = "70" - warnings, err := isvc.ValidateCreate() + validator := InferenceServiceValidator{} + warnings, err := validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).Should(gomega.Succeed()) g.Expect(warnings).Should(gomega.BeEmpty()) } @@ -104,22 +109,23 @@ func TestInvalidTargetUtilizationPercentage(t *testing.T) { g := gomega.NewGomegaWithT(t) isvc := makeTestRawInferenceService() isvc.ObjectMeta.Annotations["serving.kserve.io/targetUtilizationPercentage"] = "101" - warnings, err := isvc.ValidateCreate() + validator := InferenceServiceValidator{} + warnings, err := validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).ShouldNot(gomega.Succeed()) g.Expect(warnings).Should(gomega.BeEmpty()) isvc.ObjectMeta.Annotations["serving.kserve.io/targetUtilizationPercentage"] = "abc" - warnings, err = isvc.ValidateCreate() + warnings, err = validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).ShouldNot(gomega.Succeed()) g.Expect(warnings).Should(gomega.BeEmpty()) isvc.ObjectMeta.Annotations["serving.kserve.io/targetUtilizationPercentage"] = "0" - warnings, err = isvc.ValidateCreate() + warnings, err = validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).ShouldNot(gomega.Succeed()) g.Expect(warnings).Should(gomega.BeEmpty()) isvc.ObjectMeta.Annotations["serving.kserve.io/targetUtilizationPercentage"] = "99.9" - warnings, err = isvc.ValidateCreate() + warnings, err = validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).ShouldNot(gomega.Succeed()) g.Expect(warnings).Should(gomega.BeEmpty()) } @@ -128,7 +134,8 @@ func TestInvalidAutoscalerHPAMetrics(t *testing.T) { g := gomega.NewGomegaWithT(t) isvc := makeTestRawInferenceService() isvc.ObjectMeta.Annotations["serving.kserve.io/metrics"] = "test" - warnings, err := isvc.ValidateCreate() + validator := InferenceServiceValidator{} + warnings, err := validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).ShouldNot(gomega.Succeed()) g.Expect(warnings).Should(gomega.BeEmpty()) } @@ -137,7 +144,8 @@ func TestRejectMultipleModelSpecs(t *testing.T) { g := gomega.NewGomegaWithT(t) isvc := makeTestInferenceService() isvc.Spec.Predictor.XGBoost = &XGBoostSpec{} - warnings, err := isvc.ValidateCreate() + validator := InferenceServiceValidator{} + warnings, err := validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).Should(gomega.MatchError(ExactlyOneErrorFor(&isvc.Spec.Predictor))) g.Expect(warnings).Should(gomega.BeEmpty()) } @@ -149,7 +157,8 @@ func TestCustomizeDeploymentStrategyUnsupportedForServerless(t *testing.T) { isvc.Spec.Predictor.DeploymentStrategy = &appsv1.DeploymentStrategy{ Type: appsv1.RecreateDeploymentStrategyType, } - warnings, err := isvc.ValidateCreate() + validator := InferenceServiceValidator{} + warnings, err := validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).Should(gomega.MatchError("customizing deploymentStrategy is only supported for raw deployment mode")) g.Expect(warnings).Should(gomega.BeEmpty()) } @@ -158,7 +167,8 @@ func TestModelSpecAndCustomOverridesIsValid(t *testing.T) { g := gomega.NewGomegaWithT(t) isvc := makeTestInferenceService() isvc.Spec.Predictor.PodSpec = PodSpec{ServiceAccountName: "test"} - warnings, err := isvc.ValidateCreate() + validator := InferenceServiceValidator{} + warnings, err := validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).Should(gomega.Succeed()) g.Expect(warnings).Should(gomega.BeEmpty()) } @@ -167,7 +177,8 @@ func TestRejectModelSpecMissing(t *testing.T) { g := gomega.NewGomegaWithT(t) isvc := makeTestInferenceService() isvc.Spec.Predictor.Tensorflow = nil - warnings, err := isvc.ValidateCreate() + validator := InferenceServiceValidator{} + warnings, err := validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).Should(gomega.MatchError(ExactlyOneErrorFor(&isvc.Spec.Predictor))) g.Expect(warnings).Should(gomega.BeEmpty()) } @@ -176,7 +187,8 @@ func TestBadParallelismValues(t *testing.T) { g := gomega.NewGomegaWithT(t) isvc := makeTestInferenceService() isvc.Spec.Predictor.ContainerConcurrency = proto.Int64(-1) - warnings, err := isvc.ValidateCreate() + validator := InferenceServiceValidator{} + warnings, err := validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).Should(gomega.MatchError(ParallelismLowerBoundExceededError)) g.Expect(warnings).Should(gomega.BeEmpty()) } @@ -185,19 +197,20 @@ func TestBadReplicaValues(t *testing.T) { g := gomega.NewGomegaWithT(t) isvc := makeTestInferenceService() isvc.Spec.Predictor.MinReplicas = GetIntReference(-1) - warnings, err := isvc.ValidateCreate() + validator := InferenceServiceValidator{} + warnings, err := validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).Should(gomega.MatchError(MinReplicasLowerBoundExceededError)) g.Expect(warnings).Should(gomega.BeEmpty()) isvc.Spec.Predictor.MinReplicas = GetIntReference(1) isvc.Spec.Predictor.MaxReplicas = -1 - warnings, err = isvc.ValidateCreate() + warnings, err = validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).Should(gomega.MatchError(MaxReplicasLowerBoundExceededError)) g.Expect(warnings).Should(gomega.BeEmpty()) isvc.Spec.Predictor.MinReplicas = GetIntReference(2) isvc.Spec.Predictor.MaxReplicas = 1 - warnings, err = isvc.ValidateCreate() + warnings, err = validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).Should(gomega.MatchError(MinReplicasShouldBeLessThanMaxError)) g.Expect(warnings).Should(gomega.BeEmpty()) @@ -214,19 +227,19 @@ func TestBadReplicaValues(t *testing.T) { }, } isvc.Spec.Transformer.MinReplicas = GetIntReference(-1) - warnings, err = isvc.ValidateCreate() + warnings, err = validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).Should(gomega.MatchError(MinReplicasLowerBoundExceededError)) g.Expect(warnings).Should(gomega.BeEmpty()) isvc.Spec.Transformer.MinReplicas = GetIntReference(1) isvc.Spec.Transformer.MaxReplicas = -1 - warnings, err = isvc.ValidateCreate() + warnings, err = validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).Should(gomega.MatchError(MaxReplicasLowerBoundExceededError)) g.Expect(warnings).Should(gomega.BeEmpty()) isvc.Spec.Transformer.MinReplicas = GetIntReference(2) isvc.Spec.Transformer.MaxReplicas = 1 - warnings, err = isvc.ValidateCreate() + warnings, err = validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).Should(gomega.MatchError(MinReplicasShouldBeLessThanMaxError)) g.Expect(warnings).Should(gomega.BeEmpty()) @@ -241,19 +254,19 @@ func TestBadReplicaValues(t *testing.T) { }, } isvc.Spec.Explainer.MinReplicas = GetIntReference(-1) - warnings, err = isvc.ValidateCreate() + warnings, err = validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).Should(gomega.MatchError(MinReplicasLowerBoundExceededError)) g.Expect(warnings).Should(gomega.BeEmpty()) isvc.Spec.Explainer.MinReplicas = GetIntReference(1) isvc.Spec.Explainer.MaxReplicas = -1 - warnings, err = isvc.ValidateCreate() + warnings, err = validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).Should(gomega.MatchError(MaxReplicasLowerBoundExceededError)) g.Expect(warnings).Should(gomega.BeEmpty()) isvc.Spec.Explainer.MinReplicas = GetIntReference(2) isvc.Spec.Explainer.MaxReplicas = 1 - warnings, err = isvc.ValidateCreate() + warnings, err = validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).Should(gomega.MatchError(MinReplicasShouldBeLessThanMaxError)) g.Expect(warnings).Should(gomega.BeEmpty()) } @@ -269,7 +282,8 @@ func TestCustomOK(t *testing.T) { }, }, } - warnings, err := isvc.ValidateCreate() + validator := InferenceServiceValidator{} + warnings, err := validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).Should(gomega.Succeed()) g.Expect(warnings).Should(gomega.BeEmpty()) } @@ -278,7 +292,8 @@ func TestRejectBadTransformer(t *testing.T) { g := gomega.NewGomegaWithT(t) isvc := makeTestInferenceService() isvc.Spec.Transformer = &TransformerSpec{} - warnings, err := isvc.ValidateCreate() + validator := InferenceServiceValidator{} + warnings, err := validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).Should(gomega.MatchError(ExactlyOneErrorFor(isvc.Spec.Transformer))) g.Expect(warnings).Should(gomega.BeEmpty()) } @@ -287,7 +302,8 @@ func TestRejectBadExplainer(t *testing.T) { g := gomega.NewGomegaWithT(t) isvc := makeTestInferenceService() isvc.Spec.Explainer = &ExplainerSpec{} - warnings, err := isvc.ValidateCreate() + validator := InferenceServiceValidator{} + warnings, err := validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).Should(gomega.MatchError(ExactlyOneErrorFor(isvc.Spec.Explainer))) g.Expect(warnings).Should(gomega.BeEmpty()) } @@ -302,7 +318,8 @@ func TestGoodExplainer(t *testing.T) { }, }, } - warnings, err := isvc.ValidateCreate() + validator := InferenceServiceValidator{} + warnings, err := validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).Should(gomega.Succeed()) g.Expect(warnings).Should(gomega.BeEmpty()) } @@ -311,7 +328,8 @@ func TestGoodName(t *testing.T) { g := gomega.NewGomegaWithT(t) isvc := makeTestInferenceService() isvc.Name = "abc-123" - warnings, err := isvc.ValidateCreate() + validator := InferenceServiceValidator{} + warnings, err := validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).Should(gomega.Succeed()) g.Expect(warnings).Should(gomega.BeEmpty()) } @@ -320,7 +338,8 @@ func TestRejectBadNameStartWithNumber(t *testing.T) { g := gomega.NewGomegaWithT(t) isvc := makeTestInferenceService() isvc.Name = "1abcde" - warnings, err := isvc.ValidateCreate() + validator := InferenceServiceValidator{} + warnings, err := validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).ShouldNot(gomega.Succeed()) g.Expect(warnings).Should(gomega.BeEmpty()) } @@ -329,7 +348,8 @@ func TestRejectBadNameIncludeDot(t *testing.T) { g := gomega.NewGomegaWithT(t) isvc := makeTestInferenceService() isvc.Name = "abc.de" - warnings, err := isvc.ValidateCreate() + validator := InferenceServiceValidator{} + warnings, err := validator.ValidateCreate(context.Background(), &isvc) g.Expect(err).ShouldNot(gomega.Succeed()) g.Expect(warnings).Should(gomega.BeEmpty()) } diff --git a/pkg/apis/serving/v1beta1/predictor.go b/pkg/apis/serving/v1beta1/predictor.go index 23d4d7aed88..f7c45706f4e 100644 --- a/pkg/apis/serving/v1beta1/predictor.go +++ b/pkg/apis/serving/v1beta1/predictor.go @@ -56,6 +56,9 @@ type PredictorSpec struct { // Model spec for any arbitrary framework. Model *ModelSpec `json:"model,omitempty"` + // WorkerSpec for enabling multi-node/multi-gpu + WorkerSpec *WorkerSpec `json:"workerSpec,omitempty"` + // This spec is dual purpose.
// 1) Provide a full PodSpec for custom predictor. // The field PodSpec.Containers is mutually exclusive with other predictors (i.e. TFServing).
@@ -66,6 +69,14 @@ type PredictorSpec struct { ComponentExtensionSpec `json:",inline"` } +type WorkerSpec struct { + PodSpec `json:",inline"` + + // Configure the number of replicas in the worker set, each worker set represents the unit of scaling + // +optional + Size int `json:"size,omitempty"` +} + var _ Component = &PredictorSpec{} // PredictorExtensionSpec defines configuration shared across all predictor frameworks diff --git a/pkg/apis/serving/v1beta1/predictor_onnxruntime.go b/pkg/apis/serving/v1beta1/predictor_onnxruntime.go index 75635f9c6f8..1dd2c80e3d4 100644 --- a/pkg/apis/serving/v1beta1/predictor_onnxruntime.go +++ b/pkg/apis/serving/v1beta1/predictor_onnxruntime.go @@ -44,7 +44,7 @@ var ( func (o *ONNXRuntimeSpec) Validate() error { if o.GetStorageUri() != nil { if ext := path.Ext(*o.GetStorageUri()); ext != ONNXFileExt && ext != "" { - return fmt.Errorf("Expected storageUri file extension: '%s' but got '%s'", ONNXFileExt, ext) + return fmt.Errorf("expected storageUri file extension: '%s' but got '%s'", ONNXFileExt, ext) } } diff --git a/pkg/apis/serving/v1beta1/predictor_tfserving.go b/pkg/apis/serving/v1beta1/predictor_tfserving.go index c45f73d687f..80ed651934d 100644 --- a/pkg/apis/serving/v1beta1/predictor_tfserving.go +++ b/pkg/apis/serving/v1beta1/predictor_tfserving.go @@ -28,13 +28,12 @@ import ( ) var ( - TensorflowEntrypointCommand = "/usr/bin/tensorflow_model_server" - TensorflowServingGRPCPort = "9000" - TensorflowServingRestPort = "8080" - TensorflowServingGPUSuffix = "-gpu" - InvalidTensorflowRuntimeVersionError = "Tensorflow RuntimeVersion must be one of %s" - InvalidTensorflowRuntimeIncludesGPU = "Tensorflow RuntimeVersion is not GPU enabled but GPU resources are requested. " + InvalidTensorflowRuntimeVersionError - InvalidTensorflowRuntimeExcludesGPU = "Tensorflow RuntimeVersion is GPU enabled but GPU resources are not requested. " + InvalidTensorflowRuntimeVersionError + TensorflowEntrypointCommand = "/usr/bin/tensorflow_model_server" + TensorflowServingGRPCPort = "9000" + TensorflowServingRestPort = "8080" + TensorflowServingGPUSuffix = "-gpu" + InvalidTensorflowRuntimeIncludesGPU = "Tensorflow RuntimeVersion is not GPU enabled but GPU resources are requested" + InvalidTensorflowRuntimeExcludesGPU = "Tensorflow RuntimeVersion is GPU enabled but GPU resources are not requested" ) // TFServingSpec defines arguments for configuring Tensorflow model serving. diff --git a/pkg/apis/serving/v1beta1/predictor_tfserving_test.go b/pkg/apis/serving/v1beta1/predictor_tfserving_test.go index e33c7583a26..b0ad2897c50 100644 --- a/pkg/apis/serving/v1beta1/predictor_tfserving_test.go +++ b/pkg/apis/serving/v1beta1/predictor_tfserving_test.go @@ -17,7 +17,6 @@ limitations under the License. package v1beta1 import ( - "fmt" "testing" metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" @@ -54,7 +53,7 @@ func TestTensorflowValidation(t *testing.T) { }, }, }, - matcher: gomega.MatchError(fmt.Sprintf(InvalidTensorflowRuntimeExcludesGPU)), + matcher: gomega.MatchError(InvalidTensorflowRuntimeExcludesGPU), }, "RejectGpuGpuResourceWithoutGpuRuntime": { spec: PredictorSpec{ @@ -69,7 +68,7 @@ func TestTensorflowValidation(t *testing.T) { }, }, }, - matcher: gomega.MatchError(fmt.Sprintf(InvalidTensorflowRuntimeIncludesGPU)), + matcher: gomega.MatchError(InvalidTensorflowRuntimeIncludesGPU), }, } diff --git a/pkg/apis/serving/v1beta1/predictor_torchserve_test.go b/pkg/apis/serving/v1beta1/predictor_torchserve_test.go index ae108be83db..8d905f670d6 100644 --- a/pkg/apis/serving/v1beta1/predictor_torchserve_test.go +++ b/pkg/apis/serving/v1beta1/predictor_torchserve_test.go @@ -17,18 +17,16 @@ limitations under the License. package v1beta1 import ( - "fmt" "testing" - metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" - - "google.golang.org/protobuf/proto" - - "github.com/kserve/kserve/pkg/constants" "github.com/onsi/gomega" "github.com/onsi/gomega/types" + "google.golang.org/protobuf/proto" v1 "k8s.io/api/core/v1" "k8s.io/apimachinery/pkg/api/resource" + metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" + + "github.com/kserve/kserve/pkg/constants" ) func TestTorchServeValidation(t *testing.T) { @@ -55,7 +53,7 @@ func TestTorchServeValidation(t *testing.T) { }, }, }, - matcher: gomega.MatchError(fmt.Sprintf(InvalidPyTorchRuntimeExcludesGPU)), + matcher: gomega.MatchError(InvalidPyTorchRuntimeExcludesGPU), }, "RejectGpuGpuResourceWithoutGpuRuntime": { spec: PredictorSpec{ @@ -70,7 +68,7 @@ func TestTorchServeValidation(t *testing.T) { }, }, }, - matcher: gomega.MatchError(fmt.Sprintf(InvalidPyTorchRuntimeIncludesGPU)), + matcher: gomega.MatchError(InvalidPyTorchRuntimeIncludesGPU), }, } diff --git a/pkg/apis/serving/v1beta1/v1beta1.go b/pkg/apis/serving/v1beta1/v1beta1.go index fe5898dd809..64bbc75069b 100644 --- a/pkg/apis/serving/v1beta1/v1beta1.go +++ b/pkg/apis/serving/v1beta1/v1beta1.go @@ -19,7 +19,6 @@ limitations under the License. // Package v1beta1 contains API Schema definitions for the serving v1beta1 API group // +k8s:openapi-gen=true // +k8s:deepcopy-gen=package,register -// +k8s:conversion-gen=kserve/pkg/apis/serving // +k8s:defaulter-gen=TypeMeta // +groupName=serving.kserve.io package v1beta1 diff --git a/pkg/apis/serving/v1beta1/zz_generated.deepcopy.go b/pkg/apis/serving/v1beta1/zz_generated.deepcopy.go index aaa55944867..62a9b69537a 100644 --- a/pkg/apis/serving/v1beta1/zz_generated.deepcopy.go +++ b/pkg/apis/serving/v1beta1/zz_generated.deepcopy.go @@ -1,5 +1,4 @@ //go:build !ignore_autogenerated -// +build !ignore_autogenerated /* Copyright 2023 The KServe Authors. @@ -474,6 +473,11 @@ func (in *LoggerSpec) DeepCopyInto(out *LoggerSpec) { *out = new(string) **out = **in } + if in.MetadataHeaders != nil { + in, out := &in.MetadataHeaders, &out.MetadataHeaders + *out = make([]string, len(*in)) + copy(*out, *in) + } } // DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new LoggerSpec. @@ -900,6 +904,11 @@ func (in *PredictorSpec) DeepCopyInto(out *PredictorSpec) { *out = new(ModelSpec) (*in).DeepCopyInto(*out) } + if in.WorkerSpec != nil { + in, out := &in.WorkerSpec, &out.WorkerSpec + *out = new(WorkerSpec) + (*in).DeepCopyInto(*out) + } in.PodSpec.DeepCopyInto(&out.PodSpec) in.ComponentExtensionSpec.DeepCopyInto(&out.ComponentExtensionSpec) } @@ -1036,6 +1045,22 @@ func (in *TritonSpec) DeepCopy() *TritonSpec { return out } +// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. +func (in *WorkerSpec) DeepCopyInto(out *WorkerSpec) { + *out = *in + in.PodSpec.DeepCopyInto(&out.PodSpec) +} + +// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new WorkerSpec. +func (in *WorkerSpec) DeepCopy() *WorkerSpec { + if in == nil { + return nil + } + out := new(WorkerSpec) + in.DeepCopyInto(out) + return out +} + // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil. func (in *XGBoostSpec) DeepCopyInto(out *XGBoostSpec) { *out = *in diff --git a/pkg/apis/serving/v1beta1/zz_generated.defaults.go b/pkg/apis/serving/v1beta1/zz_generated.defaults.go new file mode 100644 index 00000000000..54778cd8686 --- /dev/null +++ b/pkg/apis/serving/v1beta1/zz_generated.defaults.go @@ -0,0 +1,831 @@ +//go:build !ignore_autogenerated +// +build !ignore_autogenerated + +/* +Copyright 2023 The KServe Authors. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +// Code generated by defaulter-gen. DO NOT EDIT. + +package v1beta1 + +import ( + runtime "k8s.io/apimachinery/pkg/runtime" +) + +// RegisterDefaults adds defaulters functions to the given scheme. +// Public to allow building arbitrary schemes. +// All generated defaulters are covering - they call all nested defaulters. +func RegisterDefaults(scheme *runtime.Scheme) error { + scheme.AddTypeDefaultingFunc(&InferenceService{}, func(obj interface{}) { SetObjectDefaults_InferenceService(obj.(*InferenceService)) }) + scheme.AddTypeDefaultingFunc(&InferenceServiceList{}, func(obj interface{}) { SetObjectDefaults_InferenceServiceList(obj.(*InferenceServiceList)) }) + return nil +} + +func SetObjectDefaults_InferenceService(in *InferenceService) { + if in.Spec.Predictor.SKLearn != nil { + for i := range in.Spec.Predictor.SKLearn.PredictorExtensionSpec.Container.Ports { + a := &in.Spec.Predictor.SKLearn.PredictorExtensionSpec.Container.Ports[i] + if a.Protocol == "" { + a.Protocol = "TCP" + } + } + if in.Spec.Predictor.SKLearn.PredictorExtensionSpec.Container.LivenessProbe != nil { + if in.Spec.Predictor.SKLearn.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.SKLearn.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.SKLearn.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.SKLearn.PredictorExtensionSpec.Container.ReadinessProbe != nil { + if in.Spec.Predictor.SKLearn.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.SKLearn.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.SKLearn.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.SKLearn.PredictorExtensionSpec.Container.StartupProbe != nil { + if in.Spec.Predictor.SKLearn.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.SKLearn.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.SKLearn.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + if in.Spec.Predictor.XGBoost != nil { + for i := range in.Spec.Predictor.XGBoost.PredictorExtensionSpec.Container.Ports { + a := &in.Spec.Predictor.XGBoost.PredictorExtensionSpec.Container.Ports[i] + if a.Protocol == "" { + a.Protocol = "TCP" + } + } + if in.Spec.Predictor.XGBoost.PredictorExtensionSpec.Container.LivenessProbe != nil { + if in.Spec.Predictor.XGBoost.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.XGBoost.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.XGBoost.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.XGBoost.PredictorExtensionSpec.Container.ReadinessProbe != nil { + if in.Spec.Predictor.XGBoost.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.XGBoost.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.XGBoost.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.XGBoost.PredictorExtensionSpec.Container.StartupProbe != nil { + if in.Spec.Predictor.XGBoost.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.XGBoost.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.XGBoost.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + if in.Spec.Predictor.Tensorflow != nil { + for i := range in.Spec.Predictor.Tensorflow.PredictorExtensionSpec.Container.Ports { + a := &in.Spec.Predictor.Tensorflow.PredictorExtensionSpec.Container.Ports[i] + if a.Protocol == "" { + a.Protocol = "TCP" + } + } + if in.Spec.Predictor.Tensorflow.PredictorExtensionSpec.Container.LivenessProbe != nil { + if in.Spec.Predictor.Tensorflow.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.Tensorflow.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.Tensorflow.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.Tensorflow.PredictorExtensionSpec.Container.ReadinessProbe != nil { + if in.Spec.Predictor.Tensorflow.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.Tensorflow.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.Tensorflow.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.Tensorflow.PredictorExtensionSpec.Container.StartupProbe != nil { + if in.Spec.Predictor.Tensorflow.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.Tensorflow.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.Tensorflow.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + if in.Spec.Predictor.PyTorch != nil { + for i := range in.Spec.Predictor.PyTorch.PredictorExtensionSpec.Container.Ports { + a := &in.Spec.Predictor.PyTorch.PredictorExtensionSpec.Container.Ports[i] + if a.Protocol == "" { + a.Protocol = "TCP" + } + } + if in.Spec.Predictor.PyTorch.PredictorExtensionSpec.Container.LivenessProbe != nil { + if in.Spec.Predictor.PyTorch.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.PyTorch.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.PyTorch.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.PyTorch.PredictorExtensionSpec.Container.ReadinessProbe != nil { + if in.Spec.Predictor.PyTorch.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.PyTorch.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.PyTorch.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.PyTorch.PredictorExtensionSpec.Container.StartupProbe != nil { + if in.Spec.Predictor.PyTorch.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.PyTorch.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.PyTorch.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + if in.Spec.Predictor.Triton != nil { + for i := range in.Spec.Predictor.Triton.PredictorExtensionSpec.Container.Ports { + a := &in.Spec.Predictor.Triton.PredictorExtensionSpec.Container.Ports[i] + if a.Protocol == "" { + a.Protocol = "TCP" + } + } + if in.Spec.Predictor.Triton.PredictorExtensionSpec.Container.LivenessProbe != nil { + if in.Spec.Predictor.Triton.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.Triton.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.Triton.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.Triton.PredictorExtensionSpec.Container.ReadinessProbe != nil { + if in.Spec.Predictor.Triton.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.Triton.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.Triton.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.Triton.PredictorExtensionSpec.Container.StartupProbe != nil { + if in.Spec.Predictor.Triton.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.Triton.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.Triton.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + if in.Spec.Predictor.ONNX != nil { + for i := range in.Spec.Predictor.ONNX.PredictorExtensionSpec.Container.Ports { + a := &in.Spec.Predictor.ONNX.PredictorExtensionSpec.Container.Ports[i] + if a.Protocol == "" { + a.Protocol = "TCP" + } + } + if in.Spec.Predictor.ONNX.PredictorExtensionSpec.Container.LivenessProbe != nil { + if in.Spec.Predictor.ONNX.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.ONNX.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.ONNX.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.ONNX.PredictorExtensionSpec.Container.ReadinessProbe != nil { + if in.Spec.Predictor.ONNX.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.ONNX.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.ONNX.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.ONNX.PredictorExtensionSpec.Container.StartupProbe != nil { + if in.Spec.Predictor.ONNX.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.ONNX.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.ONNX.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + if in.Spec.Predictor.HuggingFace != nil { + for i := range in.Spec.Predictor.HuggingFace.PredictorExtensionSpec.Container.Ports { + a := &in.Spec.Predictor.HuggingFace.PredictorExtensionSpec.Container.Ports[i] + if a.Protocol == "" { + a.Protocol = "TCP" + } + } + if in.Spec.Predictor.HuggingFace.PredictorExtensionSpec.Container.LivenessProbe != nil { + if in.Spec.Predictor.HuggingFace.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.HuggingFace.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.HuggingFace.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.HuggingFace.PredictorExtensionSpec.Container.ReadinessProbe != nil { + if in.Spec.Predictor.HuggingFace.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.HuggingFace.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.HuggingFace.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.HuggingFace.PredictorExtensionSpec.Container.StartupProbe != nil { + if in.Spec.Predictor.HuggingFace.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.HuggingFace.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.HuggingFace.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + if in.Spec.Predictor.PMML != nil { + for i := range in.Spec.Predictor.PMML.PredictorExtensionSpec.Container.Ports { + a := &in.Spec.Predictor.PMML.PredictorExtensionSpec.Container.Ports[i] + if a.Protocol == "" { + a.Protocol = "TCP" + } + } + if in.Spec.Predictor.PMML.PredictorExtensionSpec.Container.LivenessProbe != nil { + if in.Spec.Predictor.PMML.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.PMML.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.PMML.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.PMML.PredictorExtensionSpec.Container.ReadinessProbe != nil { + if in.Spec.Predictor.PMML.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.PMML.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.PMML.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.PMML.PredictorExtensionSpec.Container.StartupProbe != nil { + if in.Spec.Predictor.PMML.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.PMML.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.PMML.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + if in.Spec.Predictor.LightGBM != nil { + for i := range in.Spec.Predictor.LightGBM.PredictorExtensionSpec.Container.Ports { + a := &in.Spec.Predictor.LightGBM.PredictorExtensionSpec.Container.Ports[i] + if a.Protocol == "" { + a.Protocol = "TCP" + } + } + if in.Spec.Predictor.LightGBM.PredictorExtensionSpec.Container.LivenessProbe != nil { + if in.Spec.Predictor.LightGBM.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.LightGBM.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.LightGBM.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.LightGBM.PredictorExtensionSpec.Container.ReadinessProbe != nil { + if in.Spec.Predictor.LightGBM.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.LightGBM.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.LightGBM.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.LightGBM.PredictorExtensionSpec.Container.StartupProbe != nil { + if in.Spec.Predictor.LightGBM.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.LightGBM.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.LightGBM.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + if in.Spec.Predictor.Paddle != nil { + for i := range in.Spec.Predictor.Paddle.PredictorExtensionSpec.Container.Ports { + a := &in.Spec.Predictor.Paddle.PredictorExtensionSpec.Container.Ports[i] + if a.Protocol == "" { + a.Protocol = "TCP" + } + } + if in.Spec.Predictor.Paddle.PredictorExtensionSpec.Container.LivenessProbe != nil { + if in.Spec.Predictor.Paddle.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.Paddle.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.Paddle.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.Paddle.PredictorExtensionSpec.Container.ReadinessProbe != nil { + if in.Spec.Predictor.Paddle.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.Paddle.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.Paddle.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.Paddle.PredictorExtensionSpec.Container.StartupProbe != nil { + if in.Spec.Predictor.Paddle.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.Paddle.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.Paddle.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + if in.Spec.Predictor.Model != nil { + for i := range in.Spec.Predictor.Model.PredictorExtensionSpec.Container.Ports { + a := &in.Spec.Predictor.Model.PredictorExtensionSpec.Container.Ports[i] + if a.Protocol == "" { + a.Protocol = "TCP" + } + } + if in.Spec.Predictor.Model.PredictorExtensionSpec.Container.LivenessProbe != nil { + if in.Spec.Predictor.Model.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.Model.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.Model.PredictorExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.Model.PredictorExtensionSpec.Container.ReadinessProbe != nil { + if in.Spec.Predictor.Model.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.Model.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.Model.PredictorExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Predictor.Model.PredictorExtensionSpec.Container.StartupProbe != nil { + if in.Spec.Predictor.Model.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC != nil { + if in.Spec.Predictor.Model.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Predictor.Model.PredictorExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + if in.Spec.Predictor.WorkerSpec != nil { + for i := range in.Spec.Predictor.WorkerSpec.PodSpec.InitContainers { + a := &in.Spec.Predictor.WorkerSpec.PodSpec.InitContainers[i] + for j := range a.Ports { + b := &a.Ports[j] + if b.Protocol == "" { + b.Protocol = "TCP" + } + } + if a.LivenessProbe != nil { + if a.LivenessProbe.ProbeHandler.GRPC != nil { + if a.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.ReadinessProbe != nil { + if a.ReadinessProbe.ProbeHandler.GRPC != nil { + if a.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.StartupProbe != nil { + if a.StartupProbe.ProbeHandler.GRPC != nil { + if a.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + for i := range in.Spec.Predictor.WorkerSpec.PodSpec.Containers { + a := &in.Spec.Predictor.WorkerSpec.PodSpec.Containers[i] + for j := range a.Ports { + b := &a.Ports[j] + if b.Protocol == "" { + b.Protocol = "TCP" + } + } + if a.LivenessProbe != nil { + if a.LivenessProbe.ProbeHandler.GRPC != nil { + if a.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.ReadinessProbe != nil { + if a.ReadinessProbe.ProbeHandler.GRPC != nil { + if a.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.StartupProbe != nil { + if a.StartupProbe.ProbeHandler.GRPC != nil { + if a.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + for i := range in.Spec.Predictor.WorkerSpec.PodSpec.EphemeralContainers { + a := &in.Spec.Predictor.WorkerSpec.PodSpec.EphemeralContainers[i] + for j := range a.EphemeralContainerCommon.Ports { + b := &a.EphemeralContainerCommon.Ports[j] + if b.Protocol == "" { + b.Protocol = "TCP" + } + } + if a.EphemeralContainerCommon.LivenessProbe != nil { + if a.EphemeralContainerCommon.LivenessProbe.ProbeHandler.GRPC != nil { + if a.EphemeralContainerCommon.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.EphemeralContainerCommon.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.EphemeralContainerCommon.ReadinessProbe != nil { + if a.EphemeralContainerCommon.ReadinessProbe.ProbeHandler.GRPC != nil { + if a.EphemeralContainerCommon.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.EphemeralContainerCommon.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.EphemeralContainerCommon.StartupProbe != nil { + if a.EphemeralContainerCommon.StartupProbe.ProbeHandler.GRPC != nil { + if a.EphemeralContainerCommon.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.EphemeralContainerCommon.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + } + for i := range in.Spec.Predictor.PodSpec.InitContainers { + a := &in.Spec.Predictor.PodSpec.InitContainers[i] + for j := range a.Ports { + b := &a.Ports[j] + if b.Protocol == "" { + b.Protocol = "TCP" + } + } + if a.LivenessProbe != nil { + if a.LivenessProbe.ProbeHandler.GRPC != nil { + if a.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.ReadinessProbe != nil { + if a.ReadinessProbe.ProbeHandler.GRPC != nil { + if a.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.StartupProbe != nil { + if a.StartupProbe.ProbeHandler.GRPC != nil { + if a.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + for i := range in.Spec.Predictor.PodSpec.Containers { + a := &in.Spec.Predictor.PodSpec.Containers[i] + for j := range a.Ports { + b := &a.Ports[j] + if b.Protocol == "" { + b.Protocol = "TCP" + } + } + if a.LivenessProbe != nil { + if a.LivenessProbe.ProbeHandler.GRPC != nil { + if a.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.ReadinessProbe != nil { + if a.ReadinessProbe.ProbeHandler.GRPC != nil { + if a.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.StartupProbe != nil { + if a.StartupProbe.ProbeHandler.GRPC != nil { + if a.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + for i := range in.Spec.Predictor.PodSpec.EphemeralContainers { + a := &in.Spec.Predictor.PodSpec.EphemeralContainers[i] + for j := range a.EphemeralContainerCommon.Ports { + b := &a.EphemeralContainerCommon.Ports[j] + if b.Protocol == "" { + b.Protocol = "TCP" + } + } + if a.EphemeralContainerCommon.LivenessProbe != nil { + if a.EphemeralContainerCommon.LivenessProbe.ProbeHandler.GRPC != nil { + if a.EphemeralContainerCommon.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.EphemeralContainerCommon.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.EphemeralContainerCommon.ReadinessProbe != nil { + if a.EphemeralContainerCommon.ReadinessProbe.ProbeHandler.GRPC != nil { + if a.EphemeralContainerCommon.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.EphemeralContainerCommon.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.EphemeralContainerCommon.StartupProbe != nil { + if a.EphemeralContainerCommon.StartupProbe.ProbeHandler.GRPC != nil { + if a.EphemeralContainerCommon.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.EphemeralContainerCommon.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + if in.Spec.Explainer != nil { + if in.Spec.Explainer.ART != nil { + for i := range in.Spec.Explainer.ART.ExplainerExtensionSpec.Container.Ports { + a := &in.Spec.Explainer.ART.ExplainerExtensionSpec.Container.Ports[i] + if a.Protocol == "" { + a.Protocol = "TCP" + } + } + if in.Spec.Explainer.ART.ExplainerExtensionSpec.Container.LivenessProbe != nil { + if in.Spec.Explainer.ART.ExplainerExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Explainer.ART.ExplainerExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Explainer.ART.ExplainerExtensionSpec.Container.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Explainer.ART.ExplainerExtensionSpec.Container.ReadinessProbe != nil { + if in.Spec.Explainer.ART.ExplainerExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC != nil { + if in.Spec.Explainer.ART.ExplainerExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Explainer.ART.ExplainerExtensionSpec.Container.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if in.Spec.Explainer.ART.ExplainerExtensionSpec.Container.StartupProbe != nil { + if in.Spec.Explainer.ART.ExplainerExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC != nil { + if in.Spec.Explainer.ART.ExplainerExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + in.Spec.Explainer.ART.ExplainerExtensionSpec.Container.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + for i := range in.Spec.Explainer.PodSpec.InitContainers { + a := &in.Spec.Explainer.PodSpec.InitContainers[i] + for j := range a.Ports { + b := &a.Ports[j] + if b.Protocol == "" { + b.Protocol = "TCP" + } + } + if a.LivenessProbe != nil { + if a.LivenessProbe.ProbeHandler.GRPC != nil { + if a.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.ReadinessProbe != nil { + if a.ReadinessProbe.ProbeHandler.GRPC != nil { + if a.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.StartupProbe != nil { + if a.StartupProbe.ProbeHandler.GRPC != nil { + if a.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + for i := range in.Spec.Explainer.PodSpec.Containers { + a := &in.Spec.Explainer.PodSpec.Containers[i] + for j := range a.Ports { + b := &a.Ports[j] + if b.Protocol == "" { + b.Protocol = "TCP" + } + } + if a.LivenessProbe != nil { + if a.LivenessProbe.ProbeHandler.GRPC != nil { + if a.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.ReadinessProbe != nil { + if a.ReadinessProbe.ProbeHandler.GRPC != nil { + if a.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.StartupProbe != nil { + if a.StartupProbe.ProbeHandler.GRPC != nil { + if a.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + for i := range in.Spec.Explainer.PodSpec.EphemeralContainers { + a := &in.Spec.Explainer.PodSpec.EphemeralContainers[i] + for j := range a.EphemeralContainerCommon.Ports { + b := &a.EphemeralContainerCommon.Ports[j] + if b.Protocol == "" { + b.Protocol = "TCP" + } + } + if a.EphemeralContainerCommon.LivenessProbe != nil { + if a.EphemeralContainerCommon.LivenessProbe.ProbeHandler.GRPC != nil { + if a.EphemeralContainerCommon.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.EphemeralContainerCommon.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.EphemeralContainerCommon.ReadinessProbe != nil { + if a.EphemeralContainerCommon.ReadinessProbe.ProbeHandler.GRPC != nil { + if a.EphemeralContainerCommon.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.EphemeralContainerCommon.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.EphemeralContainerCommon.StartupProbe != nil { + if a.EphemeralContainerCommon.StartupProbe.ProbeHandler.GRPC != nil { + if a.EphemeralContainerCommon.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.EphemeralContainerCommon.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + } + if in.Spec.Transformer != nil { + for i := range in.Spec.Transformer.PodSpec.InitContainers { + a := &in.Spec.Transformer.PodSpec.InitContainers[i] + for j := range a.Ports { + b := &a.Ports[j] + if b.Protocol == "" { + b.Protocol = "TCP" + } + } + if a.LivenessProbe != nil { + if a.LivenessProbe.ProbeHandler.GRPC != nil { + if a.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.ReadinessProbe != nil { + if a.ReadinessProbe.ProbeHandler.GRPC != nil { + if a.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.StartupProbe != nil { + if a.StartupProbe.ProbeHandler.GRPC != nil { + if a.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + for i := range in.Spec.Transformer.PodSpec.Containers { + a := &in.Spec.Transformer.PodSpec.Containers[i] + for j := range a.Ports { + b := &a.Ports[j] + if b.Protocol == "" { + b.Protocol = "TCP" + } + } + if a.LivenessProbe != nil { + if a.LivenessProbe.ProbeHandler.GRPC != nil { + if a.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.ReadinessProbe != nil { + if a.ReadinessProbe.ProbeHandler.GRPC != nil { + if a.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.StartupProbe != nil { + if a.StartupProbe.ProbeHandler.GRPC != nil { + if a.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + for i := range in.Spec.Transformer.PodSpec.EphemeralContainers { + a := &in.Spec.Transformer.PodSpec.EphemeralContainers[i] + for j := range a.EphemeralContainerCommon.Ports { + b := &a.EphemeralContainerCommon.Ports[j] + if b.Protocol == "" { + b.Protocol = "TCP" + } + } + if a.EphemeralContainerCommon.LivenessProbe != nil { + if a.EphemeralContainerCommon.LivenessProbe.ProbeHandler.GRPC != nil { + if a.EphemeralContainerCommon.LivenessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.EphemeralContainerCommon.LivenessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.EphemeralContainerCommon.ReadinessProbe != nil { + if a.EphemeralContainerCommon.ReadinessProbe.ProbeHandler.GRPC != nil { + if a.EphemeralContainerCommon.ReadinessProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.EphemeralContainerCommon.ReadinessProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + if a.EphemeralContainerCommon.StartupProbe != nil { + if a.EphemeralContainerCommon.StartupProbe.ProbeHandler.GRPC != nil { + if a.EphemeralContainerCommon.StartupProbe.ProbeHandler.GRPC.Service == nil { + var ptrVar1 string = "" + a.EphemeralContainerCommon.StartupProbe.ProbeHandler.GRPC.Service = &ptrVar1 + } + } + } + } + } +} + +func SetObjectDefaults_InferenceServiceList(in *InferenceServiceList) { + for i := range in.Items { + a := &in.Items[i] + SetObjectDefaults_InferenceService(a) + } +} diff --git a/pkg/client/clientset/versioned/clientset.go b/pkg/client/clientset/versioned/clientset.go index 24bda1b3eb6..1a7e465deab 100644 --- a/pkg/client/clientset/versioned/clientset.go +++ b/pkg/client/clientset/versioned/clientset.go @@ -22,6 +22,7 @@ import ( "fmt" "net/http" + servingv1alpha1 "github.com/kserve/kserve/pkg/client/clientset/versioned/typed/serving/v1alpha1" servingv1beta1 "github.com/kserve/kserve/pkg/client/clientset/versioned/typed/serving/v1beta1" discovery "k8s.io/client-go/discovery" rest "k8s.io/client-go/rest" @@ -30,13 +31,20 @@ import ( type Interface interface { Discovery() discovery.DiscoveryInterface + ServingV1alpha1() servingv1alpha1.ServingV1alpha1Interface ServingV1beta1() servingv1beta1.ServingV1beta1Interface } // Clientset contains the clients for groups. type Clientset struct { *discovery.DiscoveryClient - servingV1beta1 *servingv1beta1.ServingV1beta1Client + servingV1alpha1 *servingv1alpha1.ServingV1alpha1Client + servingV1beta1 *servingv1beta1.ServingV1beta1Client +} + +// ServingV1alpha1 retrieves the ServingV1alpha1Client +func (c *Clientset) ServingV1alpha1() servingv1alpha1.ServingV1alpha1Interface { + return c.servingV1alpha1 } // ServingV1beta1 retrieves the ServingV1beta1Client @@ -88,6 +96,10 @@ func NewForConfigAndClient(c *rest.Config, httpClient *http.Client) (*Clientset, var cs Clientset var err error + cs.servingV1alpha1, err = servingv1alpha1.NewForConfigAndClient(&configShallowCopy, httpClient) + if err != nil { + return nil, err + } cs.servingV1beta1, err = servingv1beta1.NewForConfigAndClient(&configShallowCopy, httpClient) if err != nil { return nil, err @@ -113,6 +125,7 @@ func NewForConfigOrDie(c *rest.Config) *Clientset { // New creates a new Clientset for the given RESTClient. func New(c rest.Interface) *Clientset { var cs Clientset + cs.servingV1alpha1 = servingv1alpha1.New(c) cs.servingV1beta1 = servingv1beta1.New(c) cs.DiscoveryClient = discovery.NewDiscoveryClient(c) diff --git a/pkg/client/clientset/versioned/fake/clientset_generated.go b/pkg/client/clientset/versioned/fake/clientset_generated.go index 4435d932c1d..a66dc0c1548 100644 --- a/pkg/client/clientset/versioned/fake/clientset_generated.go +++ b/pkg/client/clientset/versioned/fake/clientset_generated.go @@ -20,6 +20,8 @@ package fake import ( clientset "github.com/kserve/kserve/pkg/client/clientset/versioned" + servingv1alpha1 "github.com/kserve/kserve/pkg/client/clientset/versioned/typed/serving/v1alpha1" + fakeservingv1alpha1 "github.com/kserve/kserve/pkg/client/clientset/versioned/typed/serving/v1alpha1/fake" servingv1beta1 "github.com/kserve/kserve/pkg/client/clientset/versioned/typed/serving/v1beta1" fakeservingv1beta1 "github.com/kserve/kserve/pkg/client/clientset/versioned/typed/serving/v1beta1/fake" "k8s.io/apimachinery/pkg/runtime" @@ -79,6 +81,11 @@ var ( _ testing.FakeClient = &Clientset{} ) +// ServingV1alpha1 retrieves the ServingV1alpha1Client +func (c *Clientset) ServingV1alpha1() servingv1alpha1.ServingV1alpha1Interface { + return &fakeservingv1alpha1.FakeServingV1alpha1{Fake: &c.Fake} +} + // ServingV1beta1 retrieves the ServingV1beta1Client func (c *Clientset) ServingV1beta1() servingv1beta1.ServingV1beta1Interface { return &fakeservingv1beta1.FakeServingV1beta1{Fake: &c.Fake} diff --git a/pkg/client/clientset/versioned/fake/register.go b/pkg/client/clientset/versioned/fake/register.go index efa1f314541..0efb3116b2b 100644 --- a/pkg/client/clientset/versioned/fake/register.go +++ b/pkg/client/clientset/versioned/fake/register.go @@ -19,6 +19,7 @@ limitations under the License. package fake import ( + servingv1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" servingv1beta1 "github.com/kserve/kserve/pkg/apis/serving/v1beta1" v1 "k8s.io/apimachinery/pkg/apis/meta/v1" runtime "k8s.io/apimachinery/pkg/runtime" @@ -31,6 +32,7 @@ var scheme = runtime.NewScheme() var codecs = serializer.NewCodecFactory(scheme) var localSchemeBuilder = runtime.SchemeBuilder{ + servingv1alpha1.AddToScheme, servingv1beta1.AddToScheme, } diff --git a/pkg/client/clientset/versioned/scheme/register.go b/pkg/client/clientset/versioned/scheme/register.go index 95b1e489ea1..89027670a86 100644 --- a/pkg/client/clientset/versioned/scheme/register.go +++ b/pkg/client/clientset/versioned/scheme/register.go @@ -19,6 +19,7 @@ limitations under the License. package scheme import ( + servingv1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" servingv1beta1 "github.com/kserve/kserve/pkg/apis/serving/v1beta1" v1 "k8s.io/apimachinery/pkg/apis/meta/v1" runtime "k8s.io/apimachinery/pkg/runtime" @@ -31,6 +32,7 @@ var Scheme = runtime.NewScheme() var Codecs = serializer.NewCodecFactory(Scheme) var ParameterCodec = runtime.NewParameterCodec(Scheme) var localSchemeBuilder = runtime.SchemeBuilder{ + servingv1alpha1.AddToScheme, servingv1beta1.AddToScheme, } diff --git a/pkg/client/clientset/versioned/typed/serving/v1alpha1/clusterlocalmodel.go b/pkg/client/clientset/versioned/typed/serving/v1alpha1/clusterlocalmodel.go new file mode 100644 index 00000000000..20c3b336ff5 --- /dev/null +++ b/pkg/client/clientset/versioned/typed/serving/v1alpha1/clusterlocalmodel.go @@ -0,0 +1,195 @@ +/* +Copyright 2023 The KServe Authors. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +// Code generated by client-gen. DO NOT EDIT. + +package v1alpha1 + +import ( + "context" + "time" + + v1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" + scheme "github.com/kserve/kserve/pkg/client/clientset/versioned/scheme" + v1 "k8s.io/apimachinery/pkg/apis/meta/v1" + types "k8s.io/apimachinery/pkg/types" + watch "k8s.io/apimachinery/pkg/watch" + rest "k8s.io/client-go/rest" +) + +// ClusterLocalModelsGetter has a method to return a ClusterLocalModelInterface. +// A group's client should implement this interface. +type ClusterLocalModelsGetter interface { + ClusterLocalModels(namespace string) ClusterLocalModelInterface +} + +// ClusterLocalModelInterface has methods to work with ClusterLocalModel resources. +type ClusterLocalModelInterface interface { + Create(ctx context.Context, clusterLocalModel *v1alpha1.ClusterLocalModel, opts v1.CreateOptions) (*v1alpha1.ClusterLocalModel, error) + Update(ctx context.Context, clusterLocalModel *v1alpha1.ClusterLocalModel, opts v1.UpdateOptions) (*v1alpha1.ClusterLocalModel, error) + UpdateStatus(ctx context.Context, clusterLocalModel *v1alpha1.ClusterLocalModel, opts v1.UpdateOptions) (*v1alpha1.ClusterLocalModel, error) + Delete(ctx context.Context, name string, opts v1.DeleteOptions) error + DeleteCollection(ctx context.Context, opts v1.DeleteOptions, listOpts v1.ListOptions) error + Get(ctx context.Context, name string, opts v1.GetOptions) (*v1alpha1.ClusterLocalModel, error) + List(ctx context.Context, opts v1.ListOptions) (*v1alpha1.ClusterLocalModelList, error) + Watch(ctx context.Context, opts v1.ListOptions) (watch.Interface, error) + Patch(ctx context.Context, name string, pt types.PatchType, data []byte, opts v1.PatchOptions, subresources ...string) (result *v1alpha1.ClusterLocalModel, err error) + ClusterLocalModelExpansion +} + +// clusterLocalModels implements ClusterLocalModelInterface +type clusterLocalModels struct { + client rest.Interface + ns string +} + +// newClusterLocalModels returns a ClusterLocalModels +func newClusterLocalModels(c *ServingV1alpha1Client, namespace string) *clusterLocalModels { + return &clusterLocalModels{ + client: c.RESTClient(), + ns: namespace, + } +} + +// Get takes name of the clusterLocalModel, and returns the corresponding clusterLocalModel object, and an error if there is any. +func (c *clusterLocalModels) Get(ctx context.Context, name string, options v1.GetOptions) (result *v1alpha1.ClusterLocalModel, err error) { + result = &v1alpha1.ClusterLocalModel{} + err = c.client.Get(). + Namespace(c.ns). + Resource("clusterlocalmodels"). + Name(name). + VersionedParams(&options, scheme.ParameterCodec). + Do(ctx). + Into(result) + return +} + +// List takes label and field selectors, and returns the list of ClusterLocalModels that match those selectors. +func (c *clusterLocalModels) List(ctx context.Context, opts v1.ListOptions) (result *v1alpha1.ClusterLocalModelList, err error) { + var timeout time.Duration + if opts.TimeoutSeconds != nil { + timeout = time.Duration(*opts.TimeoutSeconds) * time.Second + } + result = &v1alpha1.ClusterLocalModelList{} + err = c.client.Get(). + Namespace(c.ns). + Resource("clusterlocalmodels"). + VersionedParams(&opts, scheme.ParameterCodec). + Timeout(timeout). + Do(ctx). + Into(result) + return +} + +// Watch returns a watch.Interface that watches the requested clusterLocalModels. +func (c *clusterLocalModels) Watch(ctx context.Context, opts v1.ListOptions) (watch.Interface, error) { + var timeout time.Duration + if opts.TimeoutSeconds != nil { + timeout = time.Duration(*opts.TimeoutSeconds) * time.Second + } + opts.Watch = true + return c.client.Get(). + Namespace(c.ns). + Resource("clusterlocalmodels"). + VersionedParams(&opts, scheme.ParameterCodec). + Timeout(timeout). + Watch(ctx) +} + +// Create takes the representation of a clusterLocalModel and creates it. Returns the server's representation of the clusterLocalModel, and an error, if there is any. +func (c *clusterLocalModels) Create(ctx context.Context, clusterLocalModel *v1alpha1.ClusterLocalModel, opts v1.CreateOptions) (result *v1alpha1.ClusterLocalModel, err error) { + result = &v1alpha1.ClusterLocalModel{} + err = c.client.Post(). + Namespace(c.ns). + Resource("clusterlocalmodels"). + VersionedParams(&opts, scheme.ParameterCodec). + Body(clusterLocalModel). + Do(ctx). + Into(result) + return +} + +// Update takes the representation of a clusterLocalModel and updates it. Returns the server's representation of the clusterLocalModel, and an error, if there is any. +func (c *clusterLocalModels) Update(ctx context.Context, clusterLocalModel *v1alpha1.ClusterLocalModel, opts v1.UpdateOptions) (result *v1alpha1.ClusterLocalModel, err error) { + result = &v1alpha1.ClusterLocalModel{} + err = c.client.Put(). + Namespace(c.ns). + Resource("clusterlocalmodels"). + Name(clusterLocalModel.Name). + VersionedParams(&opts, scheme.ParameterCodec). + Body(clusterLocalModel). + Do(ctx). + Into(result) + return +} + +// UpdateStatus was generated because the type contains a Status member. +// Add a +genclient:noStatus comment above the type to avoid generating UpdateStatus(). +func (c *clusterLocalModels) UpdateStatus(ctx context.Context, clusterLocalModel *v1alpha1.ClusterLocalModel, opts v1.UpdateOptions) (result *v1alpha1.ClusterLocalModel, err error) { + result = &v1alpha1.ClusterLocalModel{} + err = c.client.Put(). + Namespace(c.ns). + Resource("clusterlocalmodels"). + Name(clusterLocalModel.Name). + SubResource("status"). + VersionedParams(&opts, scheme.ParameterCodec). + Body(clusterLocalModel). + Do(ctx). + Into(result) + return +} + +// Delete takes name of the clusterLocalModel and deletes it. Returns an error if one occurs. +func (c *clusterLocalModels) Delete(ctx context.Context, name string, opts v1.DeleteOptions) error { + return c.client.Delete(). + Namespace(c.ns). + Resource("clusterlocalmodels"). + Name(name). + Body(&opts). + Do(ctx). + Error() +} + +// DeleteCollection deletes a collection of objects. +func (c *clusterLocalModels) DeleteCollection(ctx context.Context, opts v1.DeleteOptions, listOpts v1.ListOptions) error { + var timeout time.Duration + if listOpts.TimeoutSeconds != nil { + timeout = time.Duration(*listOpts.TimeoutSeconds) * time.Second + } + return c.client.Delete(). + Namespace(c.ns). + Resource("clusterlocalmodels"). + VersionedParams(&listOpts, scheme.ParameterCodec). + Timeout(timeout). + Body(&opts). + Do(ctx). + Error() +} + +// Patch applies the patch and returns the patched clusterLocalModel. +func (c *clusterLocalModels) Patch(ctx context.Context, name string, pt types.PatchType, data []byte, opts v1.PatchOptions, subresources ...string) (result *v1alpha1.ClusterLocalModel, err error) { + result = &v1alpha1.ClusterLocalModel{} + err = c.client.Patch(pt). + Namespace(c.ns). + Resource("clusterlocalmodels"). + Name(name). + SubResource(subresources...). + VersionedParams(&opts, scheme.ParameterCodec). + Body(data). + Do(ctx). + Into(result) + return +} diff --git a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/clusterservingruntime.go b/pkg/client/clientset/versioned/typed/serving/v1alpha1/clusterservingruntime.go similarity index 98% rename from pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/clusterservingruntime.go rename to pkg/client/clientset/versioned/typed/serving/v1alpha1/clusterservingruntime.go index 82fe0635612..c6e8bc2e2aa 100644 --- a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/clusterservingruntime.go +++ b/pkg/client/clientset/versioned/typed/serving/v1alpha1/clusterservingruntime.go @@ -23,7 +23,7 @@ import ( "time" v1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" - scheme "github.com/kserve/kserve/pkg/clientv1alpha1/clientset/versioned/scheme" + scheme "github.com/kserve/kserve/pkg/client/clientset/versioned/scheme" v1 "k8s.io/apimachinery/pkg/apis/meta/v1" types "k8s.io/apimachinery/pkg/types" watch "k8s.io/apimachinery/pkg/watch" diff --git a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/clusterstoragecontainer.go b/pkg/client/clientset/versioned/typed/serving/v1alpha1/clusterstoragecontainer.go similarity index 98% rename from pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/clusterstoragecontainer.go rename to pkg/client/clientset/versioned/typed/serving/v1alpha1/clusterstoragecontainer.go index 8309dee9326..3b3cd697530 100644 --- a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/clusterstoragecontainer.go +++ b/pkg/client/clientset/versioned/typed/serving/v1alpha1/clusterstoragecontainer.go @@ -23,7 +23,7 @@ import ( "time" v1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" - scheme "github.com/kserve/kserve/pkg/clientv1alpha1/clientset/versioned/scheme" + scheme "github.com/kserve/kserve/pkg/client/clientset/versioned/scheme" v1 "k8s.io/apimachinery/pkg/apis/meta/v1" types "k8s.io/apimachinery/pkg/types" watch "k8s.io/apimachinery/pkg/watch" diff --git a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/doc.go b/pkg/client/clientset/versioned/typed/serving/v1alpha1/doc.go similarity index 100% rename from pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/doc.go rename to pkg/client/clientset/versioned/typed/serving/v1alpha1/doc.go diff --git a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/fake/doc.go b/pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/doc.go similarity index 100% rename from pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/fake/doc.go rename to pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/doc.go diff --git a/pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/fake_clusterlocalmodel.go b/pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/fake_clusterlocalmodel.go new file mode 100644 index 00000000000..be057ecab45 --- /dev/null +++ b/pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/fake_clusterlocalmodel.go @@ -0,0 +1,141 @@ +/* +Copyright 2023 The KServe Authors. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +// Code generated by client-gen. DO NOT EDIT. + +package fake + +import ( + "context" + + v1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" + v1 "k8s.io/apimachinery/pkg/apis/meta/v1" + labels "k8s.io/apimachinery/pkg/labels" + types "k8s.io/apimachinery/pkg/types" + watch "k8s.io/apimachinery/pkg/watch" + testing "k8s.io/client-go/testing" +) + +// FakeClusterLocalModels implements ClusterLocalModelInterface +type FakeClusterLocalModels struct { + Fake *FakeServingV1alpha1 + ns string +} + +var clusterlocalmodelsResource = v1alpha1.SchemeGroupVersion.WithResource("clusterlocalmodels") + +var clusterlocalmodelsKind = v1alpha1.SchemeGroupVersion.WithKind("ClusterLocalModel") + +// Get takes name of the clusterLocalModel, and returns the corresponding clusterLocalModel object, and an error if there is any. +func (c *FakeClusterLocalModels) Get(ctx context.Context, name string, options v1.GetOptions) (result *v1alpha1.ClusterLocalModel, err error) { + obj, err := c.Fake. + Invokes(testing.NewGetAction(clusterlocalmodelsResource, c.ns, name), &v1alpha1.ClusterLocalModel{}) + + if obj == nil { + return nil, err + } + return obj.(*v1alpha1.ClusterLocalModel), err +} + +// List takes label and field selectors, and returns the list of ClusterLocalModels that match those selectors. +func (c *FakeClusterLocalModels) List(ctx context.Context, opts v1.ListOptions) (result *v1alpha1.ClusterLocalModelList, err error) { + obj, err := c.Fake. + Invokes(testing.NewListAction(clusterlocalmodelsResource, clusterlocalmodelsKind, c.ns, opts), &v1alpha1.ClusterLocalModelList{}) + + if obj == nil { + return nil, err + } + + label, _, _ := testing.ExtractFromListOptions(opts) + if label == nil { + label = labels.Everything() + } + list := &v1alpha1.ClusterLocalModelList{ListMeta: obj.(*v1alpha1.ClusterLocalModelList).ListMeta} + for _, item := range obj.(*v1alpha1.ClusterLocalModelList).Items { + if label.Matches(labels.Set(item.Labels)) { + list.Items = append(list.Items, item) + } + } + return list, err +} + +// Watch returns a watch.Interface that watches the requested clusterLocalModels. +func (c *FakeClusterLocalModels) Watch(ctx context.Context, opts v1.ListOptions) (watch.Interface, error) { + return c.Fake. + InvokesWatch(testing.NewWatchAction(clusterlocalmodelsResource, c.ns, opts)) + +} + +// Create takes the representation of a clusterLocalModel and creates it. Returns the server's representation of the clusterLocalModel, and an error, if there is any. +func (c *FakeClusterLocalModels) Create(ctx context.Context, clusterLocalModel *v1alpha1.ClusterLocalModel, opts v1.CreateOptions) (result *v1alpha1.ClusterLocalModel, err error) { + obj, err := c.Fake. + Invokes(testing.NewCreateAction(clusterlocalmodelsResource, c.ns, clusterLocalModel), &v1alpha1.ClusterLocalModel{}) + + if obj == nil { + return nil, err + } + return obj.(*v1alpha1.ClusterLocalModel), err +} + +// Update takes the representation of a clusterLocalModel and updates it. Returns the server's representation of the clusterLocalModel, and an error, if there is any. +func (c *FakeClusterLocalModels) Update(ctx context.Context, clusterLocalModel *v1alpha1.ClusterLocalModel, opts v1.UpdateOptions) (result *v1alpha1.ClusterLocalModel, err error) { + obj, err := c.Fake. + Invokes(testing.NewUpdateAction(clusterlocalmodelsResource, c.ns, clusterLocalModel), &v1alpha1.ClusterLocalModel{}) + + if obj == nil { + return nil, err + } + return obj.(*v1alpha1.ClusterLocalModel), err +} + +// UpdateStatus was generated because the type contains a Status member. +// Add a +genclient:noStatus comment above the type to avoid generating UpdateStatus(). +func (c *FakeClusterLocalModels) UpdateStatus(ctx context.Context, clusterLocalModel *v1alpha1.ClusterLocalModel, opts v1.UpdateOptions) (*v1alpha1.ClusterLocalModel, error) { + obj, err := c.Fake. + Invokes(testing.NewUpdateSubresourceAction(clusterlocalmodelsResource, "status", c.ns, clusterLocalModel), &v1alpha1.ClusterLocalModel{}) + + if obj == nil { + return nil, err + } + return obj.(*v1alpha1.ClusterLocalModel), err +} + +// Delete takes name of the clusterLocalModel and deletes it. Returns an error if one occurs. +func (c *FakeClusterLocalModels) Delete(ctx context.Context, name string, opts v1.DeleteOptions) error { + _, err := c.Fake. + Invokes(testing.NewDeleteActionWithOptions(clusterlocalmodelsResource, c.ns, name, opts), &v1alpha1.ClusterLocalModel{}) + + return err +} + +// DeleteCollection deletes a collection of objects. +func (c *FakeClusterLocalModels) DeleteCollection(ctx context.Context, opts v1.DeleteOptions, listOpts v1.ListOptions) error { + action := testing.NewDeleteCollectionAction(clusterlocalmodelsResource, c.ns, listOpts) + + _, err := c.Fake.Invokes(action, &v1alpha1.ClusterLocalModelList{}) + return err +} + +// Patch applies the patch and returns the patched clusterLocalModel. +func (c *FakeClusterLocalModels) Patch(ctx context.Context, name string, pt types.PatchType, data []byte, opts v1.PatchOptions, subresources ...string) (result *v1alpha1.ClusterLocalModel, err error) { + obj, err := c.Fake. + Invokes(testing.NewPatchSubresourceAction(clusterlocalmodelsResource, c.ns, name, pt, data, subresources...), &v1alpha1.ClusterLocalModel{}) + + if obj == nil { + return nil, err + } + return obj.(*v1alpha1.ClusterLocalModel), err +} diff --git a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/fake/fake_clusterservingruntime.go b/pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/fake_clusterservingruntime.go similarity index 100% rename from pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/fake/fake_clusterservingruntime.go rename to pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/fake_clusterservingruntime.go diff --git a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/fake/fake_clusterstoragecontainer.go b/pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/fake_clusterstoragecontainer.go similarity index 100% rename from pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/fake/fake_clusterstoragecontainer.go rename to pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/fake_clusterstoragecontainer.go diff --git a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/fake/fake_inferencegraph.go b/pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/fake_inferencegraph.go similarity index 100% rename from pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/fake/fake_inferencegraph.go rename to pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/fake_inferencegraph.go diff --git a/pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/fake_localmodelnodegroup.go b/pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/fake_localmodelnodegroup.go new file mode 100644 index 00000000000..41d7b43cdfc --- /dev/null +++ b/pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/fake_localmodelnodegroup.go @@ -0,0 +1,141 @@ +/* +Copyright 2023 The KServe Authors. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +// Code generated by client-gen. DO NOT EDIT. + +package fake + +import ( + "context" + + v1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" + v1 "k8s.io/apimachinery/pkg/apis/meta/v1" + labels "k8s.io/apimachinery/pkg/labels" + types "k8s.io/apimachinery/pkg/types" + watch "k8s.io/apimachinery/pkg/watch" + testing "k8s.io/client-go/testing" +) + +// FakeLocalModelNodeGroups implements LocalModelNodeGroupInterface +type FakeLocalModelNodeGroups struct { + Fake *FakeServingV1alpha1 + ns string +} + +var localmodelnodegroupsResource = v1alpha1.SchemeGroupVersion.WithResource("localmodelnodegroups") + +var localmodelnodegroupsKind = v1alpha1.SchemeGroupVersion.WithKind("LocalModelNodeGroup") + +// Get takes name of the localModelNodeGroup, and returns the corresponding localModelNodeGroup object, and an error if there is any. +func (c *FakeLocalModelNodeGroups) Get(ctx context.Context, name string, options v1.GetOptions) (result *v1alpha1.LocalModelNodeGroup, err error) { + obj, err := c.Fake. + Invokes(testing.NewGetAction(localmodelnodegroupsResource, c.ns, name), &v1alpha1.LocalModelNodeGroup{}) + + if obj == nil { + return nil, err + } + return obj.(*v1alpha1.LocalModelNodeGroup), err +} + +// List takes label and field selectors, and returns the list of LocalModelNodeGroups that match those selectors. +func (c *FakeLocalModelNodeGroups) List(ctx context.Context, opts v1.ListOptions) (result *v1alpha1.LocalModelNodeGroupList, err error) { + obj, err := c.Fake. + Invokes(testing.NewListAction(localmodelnodegroupsResource, localmodelnodegroupsKind, c.ns, opts), &v1alpha1.LocalModelNodeGroupList{}) + + if obj == nil { + return nil, err + } + + label, _, _ := testing.ExtractFromListOptions(opts) + if label == nil { + label = labels.Everything() + } + list := &v1alpha1.LocalModelNodeGroupList{ListMeta: obj.(*v1alpha1.LocalModelNodeGroupList).ListMeta} + for _, item := range obj.(*v1alpha1.LocalModelNodeGroupList).Items { + if label.Matches(labels.Set(item.Labels)) { + list.Items = append(list.Items, item) + } + } + return list, err +} + +// Watch returns a watch.Interface that watches the requested localModelNodeGroups. +func (c *FakeLocalModelNodeGroups) Watch(ctx context.Context, opts v1.ListOptions) (watch.Interface, error) { + return c.Fake. + InvokesWatch(testing.NewWatchAction(localmodelnodegroupsResource, c.ns, opts)) + +} + +// Create takes the representation of a localModelNodeGroup and creates it. Returns the server's representation of the localModelNodeGroup, and an error, if there is any. +func (c *FakeLocalModelNodeGroups) Create(ctx context.Context, localModelNodeGroup *v1alpha1.LocalModelNodeGroup, opts v1.CreateOptions) (result *v1alpha1.LocalModelNodeGroup, err error) { + obj, err := c.Fake. + Invokes(testing.NewCreateAction(localmodelnodegroupsResource, c.ns, localModelNodeGroup), &v1alpha1.LocalModelNodeGroup{}) + + if obj == nil { + return nil, err + } + return obj.(*v1alpha1.LocalModelNodeGroup), err +} + +// Update takes the representation of a localModelNodeGroup and updates it. Returns the server's representation of the localModelNodeGroup, and an error, if there is any. +func (c *FakeLocalModelNodeGroups) Update(ctx context.Context, localModelNodeGroup *v1alpha1.LocalModelNodeGroup, opts v1.UpdateOptions) (result *v1alpha1.LocalModelNodeGroup, err error) { + obj, err := c.Fake. + Invokes(testing.NewUpdateAction(localmodelnodegroupsResource, c.ns, localModelNodeGroup), &v1alpha1.LocalModelNodeGroup{}) + + if obj == nil { + return nil, err + } + return obj.(*v1alpha1.LocalModelNodeGroup), err +} + +// UpdateStatus was generated because the type contains a Status member. +// Add a +genclient:noStatus comment above the type to avoid generating UpdateStatus(). +func (c *FakeLocalModelNodeGroups) UpdateStatus(ctx context.Context, localModelNodeGroup *v1alpha1.LocalModelNodeGroup, opts v1.UpdateOptions) (*v1alpha1.LocalModelNodeGroup, error) { + obj, err := c.Fake. + Invokes(testing.NewUpdateSubresourceAction(localmodelnodegroupsResource, "status", c.ns, localModelNodeGroup), &v1alpha1.LocalModelNodeGroup{}) + + if obj == nil { + return nil, err + } + return obj.(*v1alpha1.LocalModelNodeGroup), err +} + +// Delete takes name of the localModelNodeGroup and deletes it. Returns an error if one occurs. +func (c *FakeLocalModelNodeGroups) Delete(ctx context.Context, name string, opts v1.DeleteOptions) error { + _, err := c.Fake. + Invokes(testing.NewDeleteActionWithOptions(localmodelnodegroupsResource, c.ns, name, opts), &v1alpha1.LocalModelNodeGroup{}) + + return err +} + +// DeleteCollection deletes a collection of objects. +func (c *FakeLocalModelNodeGroups) DeleteCollection(ctx context.Context, opts v1.DeleteOptions, listOpts v1.ListOptions) error { + action := testing.NewDeleteCollectionAction(localmodelnodegroupsResource, c.ns, listOpts) + + _, err := c.Fake.Invokes(action, &v1alpha1.LocalModelNodeGroupList{}) + return err +} + +// Patch applies the patch and returns the patched localModelNodeGroup. +func (c *FakeLocalModelNodeGroups) Patch(ctx context.Context, name string, pt types.PatchType, data []byte, opts v1.PatchOptions, subresources ...string) (result *v1alpha1.LocalModelNodeGroup, err error) { + obj, err := c.Fake. + Invokes(testing.NewPatchSubresourceAction(localmodelnodegroupsResource, c.ns, name, pt, data, subresources...), &v1alpha1.LocalModelNodeGroup{}) + + if obj == nil { + return nil, err + } + return obj.(*v1alpha1.LocalModelNodeGroup), err +} diff --git a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/fake/fake_serving_client.go b/pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/fake_serving_client.go similarity index 81% rename from pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/fake/fake_serving_client.go rename to pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/fake_serving_client.go index dbc748a1ae1..643dfa6f620 100644 --- a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/fake/fake_serving_client.go +++ b/pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/fake_serving_client.go @@ -19,7 +19,7 @@ limitations under the License. package fake import ( - v1alpha1 "github.com/kserve/kserve/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1" + v1alpha1 "github.com/kserve/kserve/pkg/client/clientset/versioned/typed/serving/v1alpha1" rest "k8s.io/client-go/rest" testing "k8s.io/client-go/testing" ) @@ -28,6 +28,10 @@ type FakeServingV1alpha1 struct { *testing.Fake } +func (c *FakeServingV1alpha1) ClusterLocalModels(namespace string) v1alpha1.ClusterLocalModelInterface { + return &FakeClusterLocalModels{c, namespace} +} + func (c *FakeServingV1alpha1) ClusterServingRuntimes(namespace string) v1alpha1.ClusterServingRuntimeInterface { return &FakeClusterServingRuntimes{c, namespace} } @@ -40,6 +44,10 @@ func (c *FakeServingV1alpha1) InferenceGraphs(namespace string) v1alpha1.Inferen return &FakeInferenceGraphs{c, namespace} } +func (c *FakeServingV1alpha1) LocalModelNodeGroups(namespace string) v1alpha1.LocalModelNodeGroupInterface { + return &FakeLocalModelNodeGroups{c, namespace} +} + func (c *FakeServingV1alpha1) ServingRuntimes(namespace string) v1alpha1.ServingRuntimeInterface { return &FakeServingRuntimes{c, namespace} } diff --git a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/fake/fake_servingruntime.go b/pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/fake_servingruntime.go similarity index 100% rename from pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/fake/fake_servingruntime.go rename to pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/fake_servingruntime.go diff --git a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/fake/fake_trainedmodel.go b/pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/fake_trainedmodel.go similarity index 100% rename from pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/fake/fake_trainedmodel.go rename to pkg/client/clientset/versioned/typed/serving/v1alpha1/fake/fake_trainedmodel.go diff --git a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/generated_expansion.go b/pkg/client/clientset/versioned/typed/serving/v1alpha1/generated_expansion.go similarity index 90% rename from pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/generated_expansion.go rename to pkg/client/clientset/versioned/typed/serving/v1alpha1/generated_expansion.go index 202d17e01f2..b9ae8e7677a 100644 --- a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/generated_expansion.go +++ b/pkg/client/clientset/versioned/typed/serving/v1alpha1/generated_expansion.go @@ -18,12 +18,16 @@ limitations under the License. package v1alpha1 +type ClusterLocalModelExpansion interface{} + type ClusterServingRuntimeExpansion interface{} type ClusterStorageContainerExpansion interface{} type InferenceGraphExpansion interface{} +type LocalModelNodeGroupExpansion interface{} + type ServingRuntimeExpansion interface{} type TrainedModelExpansion interface{} diff --git a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/inferencegraph.go b/pkg/client/clientset/versioned/typed/serving/v1alpha1/inferencegraph.go similarity index 98% rename from pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/inferencegraph.go rename to pkg/client/clientset/versioned/typed/serving/v1alpha1/inferencegraph.go index 12547bb2314..09dd6f439d8 100644 --- a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/inferencegraph.go +++ b/pkg/client/clientset/versioned/typed/serving/v1alpha1/inferencegraph.go @@ -23,7 +23,7 @@ import ( "time" v1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" - scheme "github.com/kserve/kserve/pkg/clientv1alpha1/clientset/versioned/scheme" + scheme "github.com/kserve/kserve/pkg/client/clientset/versioned/scheme" v1 "k8s.io/apimachinery/pkg/apis/meta/v1" types "k8s.io/apimachinery/pkg/types" watch "k8s.io/apimachinery/pkg/watch" diff --git a/pkg/client/clientset/versioned/typed/serving/v1alpha1/localmodelnodegroup.go b/pkg/client/clientset/versioned/typed/serving/v1alpha1/localmodelnodegroup.go new file mode 100644 index 00000000000..1d4e471421e --- /dev/null +++ b/pkg/client/clientset/versioned/typed/serving/v1alpha1/localmodelnodegroup.go @@ -0,0 +1,195 @@ +/* +Copyright 2023 The KServe Authors. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +// Code generated by client-gen. DO NOT EDIT. + +package v1alpha1 + +import ( + "context" + "time" + + v1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" + scheme "github.com/kserve/kserve/pkg/client/clientset/versioned/scheme" + v1 "k8s.io/apimachinery/pkg/apis/meta/v1" + types "k8s.io/apimachinery/pkg/types" + watch "k8s.io/apimachinery/pkg/watch" + rest "k8s.io/client-go/rest" +) + +// LocalModelNodeGroupsGetter has a method to return a LocalModelNodeGroupInterface. +// A group's client should implement this interface. +type LocalModelNodeGroupsGetter interface { + LocalModelNodeGroups(namespace string) LocalModelNodeGroupInterface +} + +// LocalModelNodeGroupInterface has methods to work with LocalModelNodeGroup resources. +type LocalModelNodeGroupInterface interface { + Create(ctx context.Context, localModelNodeGroup *v1alpha1.LocalModelNodeGroup, opts v1.CreateOptions) (*v1alpha1.LocalModelNodeGroup, error) + Update(ctx context.Context, localModelNodeGroup *v1alpha1.LocalModelNodeGroup, opts v1.UpdateOptions) (*v1alpha1.LocalModelNodeGroup, error) + UpdateStatus(ctx context.Context, localModelNodeGroup *v1alpha1.LocalModelNodeGroup, opts v1.UpdateOptions) (*v1alpha1.LocalModelNodeGroup, error) + Delete(ctx context.Context, name string, opts v1.DeleteOptions) error + DeleteCollection(ctx context.Context, opts v1.DeleteOptions, listOpts v1.ListOptions) error + Get(ctx context.Context, name string, opts v1.GetOptions) (*v1alpha1.LocalModelNodeGroup, error) + List(ctx context.Context, opts v1.ListOptions) (*v1alpha1.LocalModelNodeGroupList, error) + Watch(ctx context.Context, opts v1.ListOptions) (watch.Interface, error) + Patch(ctx context.Context, name string, pt types.PatchType, data []byte, opts v1.PatchOptions, subresources ...string) (result *v1alpha1.LocalModelNodeGroup, err error) + LocalModelNodeGroupExpansion +} + +// localModelNodeGroups implements LocalModelNodeGroupInterface +type localModelNodeGroups struct { + client rest.Interface + ns string +} + +// newLocalModelNodeGroups returns a LocalModelNodeGroups +func newLocalModelNodeGroups(c *ServingV1alpha1Client, namespace string) *localModelNodeGroups { + return &localModelNodeGroups{ + client: c.RESTClient(), + ns: namespace, + } +} + +// Get takes name of the localModelNodeGroup, and returns the corresponding localModelNodeGroup object, and an error if there is any. +func (c *localModelNodeGroups) Get(ctx context.Context, name string, options v1.GetOptions) (result *v1alpha1.LocalModelNodeGroup, err error) { + result = &v1alpha1.LocalModelNodeGroup{} + err = c.client.Get(). + Namespace(c.ns). + Resource("localmodelnodegroups"). + Name(name). + VersionedParams(&options, scheme.ParameterCodec). + Do(ctx). + Into(result) + return +} + +// List takes label and field selectors, and returns the list of LocalModelNodeGroups that match those selectors. +func (c *localModelNodeGroups) List(ctx context.Context, opts v1.ListOptions) (result *v1alpha1.LocalModelNodeGroupList, err error) { + var timeout time.Duration + if opts.TimeoutSeconds != nil { + timeout = time.Duration(*opts.TimeoutSeconds) * time.Second + } + result = &v1alpha1.LocalModelNodeGroupList{} + err = c.client.Get(). + Namespace(c.ns). + Resource("localmodelnodegroups"). + VersionedParams(&opts, scheme.ParameterCodec). + Timeout(timeout). + Do(ctx). + Into(result) + return +} + +// Watch returns a watch.Interface that watches the requested localModelNodeGroups. +func (c *localModelNodeGroups) Watch(ctx context.Context, opts v1.ListOptions) (watch.Interface, error) { + var timeout time.Duration + if opts.TimeoutSeconds != nil { + timeout = time.Duration(*opts.TimeoutSeconds) * time.Second + } + opts.Watch = true + return c.client.Get(). + Namespace(c.ns). + Resource("localmodelnodegroups"). + VersionedParams(&opts, scheme.ParameterCodec). + Timeout(timeout). + Watch(ctx) +} + +// Create takes the representation of a localModelNodeGroup and creates it. Returns the server's representation of the localModelNodeGroup, and an error, if there is any. +func (c *localModelNodeGroups) Create(ctx context.Context, localModelNodeGroup *v1alpha1.LocalModelNodeGroup, opts v1.CreateOptions) (result *v1alpha1.LocalModelNodeGroup, err error) { + result = &v1alpha1.LocalModelNodeGroup{} + err = c.client.Post(). + Namespace(c.ns). + Resource("localmodelnodegroups"). + VersionedParams(&opts, scheme.ParameterCodec). + Body(localModelNodeGroup). + Do(ctx). + Into(result) + return +} + +// Update takes the representation of a localModelNodeGroup and updates it. Returns the server's representation of the localModelNodeGroup, and an error, if there is any. +func (c *localModelNodeGroups) Update(ctx context.Context, localModelNodeGroup *v1alpha1.LocalModelNodeGroup, opts v1.UpdateOptions) (result *v1alpha1.LocalModelNodeGroup, err error) { + result = &v1alpha1.LocalModelNodeGroup{} + err = c.client.Put(). + Namespace(c.ns). + Resource("localmodelnodegroups"). + Name(localModelNodeGroup.Name). + VersionedParams(&opts, scheme.ParameterCodec). + Body(localModelNodeGroup). + Do(ctx). + Into(result) + return +} + +// UpdateStatus was generated because the type contains a Status member. +// Add a +genclient:noStatus comment above the type to avoid generating UpdateStatus(). +func (c *localModelNodeGroups) UpdateStatus(ctx context.Context, localModelNodeGroup *v1alpha1.LocalModelNodeGroup, opts v1.UpdateOptions) (result *v1alpha1.LocalModelNodeGroup, err error) { + result = &v1alpha1.LocalModelNodeGroup{} + err = c.client.Put(). + Namespace(c.ns). + Resource("localmodelnodegroups"). + Name(localModelNodeGroup.Name). + SubResource("status"). + VersionedParams(&opts, scheme.ParameterCodec). + Body(localModelNodeGroup). + Do(ctx). + Into(result) + return +} + +// Delete takes name of the localModelNodeGroup and deletes it. Returns an error if one occurs. +func (c *localModelNodeGroups) Delete(ctx context.Context, name string, opts v1.DeleteOptions) error { + return c.client.Delete(). + Namespace(c.ns). + Resource("localmodelnodegroups"). + Name(name). + Body(&opts). + Do(ctx). + Error() +} + +// DeleteCollection deletes a collection of objects. +func (c *localModelNodeGroups) DeleteCollection(ctx context.Context, opts v1.DeleteOptions, listOpts v1.ListOptions) error { + var timeout time.Duration + if listOpts.TimeoutSeconds != nil { + timeout = time.Duration(*listOpts.TimeoutSeconds) * time.Second + } + return c.client.Delete(). + Namespace(c.ns). + Resource("localmodelnodegroups"). + VersionedParams(&listOpts, scheme.ParameterCodec). + Timeout(timeout). + Body(&opts). + Do(ctx). + Error() +} + +// Patch applies the patch and returns the patched localModelNodeGroup. +func (c *localModelNodeGroups) Patch(ctx context.Context, name string, pt types.PatchType, data []byte, opts v1.PatchOptions, subresources ...string) (result *v1alpha1.LocalModelNodeGroup, err error) { + result = &v1alpha1.LocalModelNodeGroup{} + err = c.client.Patch(pt). + Namespace(c.ns). + Resource("localmodelnodegroups"). + Name(name). + SubResource(subresources...). + VersionedParams(&opts, scheme.ParameterCodec). + Body(data). + Do(ctx). + Into(result) + return +} diff --git a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/serving_client.go b/pkg/client/clientset/versioned/typed/serving/v1alpha1/serving_client.go similarity index 90% rename from pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/serving_client.go rename to pkg/client/clientset/versioned/typed/serving/v1alpha1/serving_client.go index 44ae0325c4c..d0ebfd141ce 100644 --- a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/serving_client.go +++ b/pkg/client/clientset/versioned/typed/serving/v1alpha1/serving_client.go @@ -22,15 +22,17 @@ import ( "net/http" v1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" - "github.com/kserve/kserve/pkg/clientv1alpha1/clientset/versioned/scheme" + "github.com/kserve/kserve/pkg/client/clientset/versioned/scheme" rest "k8s.io/client-go/rest" ) type ServingV1alpha1Interface interface { RESTClient() rest.Interface + ClusterLocalModelsGetter ClusterServingRuntimesGetter ClusterStorageContainersGetter InferenceGraphsGetter + LocalModelNodeGroupsGetter ServingRuntimesGetter TrainedModelsGetter } @@ -40,6 +42,10 @@ type ServingV1alpha1Client struct { restClient rest.Interface } +func (c *ServingV1alpha1Client) ClusterLocalModels(namespace string) ClusterLocalModelInterface { + return newClusterLocalModels(c, namespace) +} + func (c *ServingV1alpha1Client) ClusterServingRuntimes(namespace string) ClusterServingRuntimeInterface { return newClusterServingRuntimes(c, namespace) } @@ -52,6 +58,10 @@ func (c *ServingV1alpha1Client) InferenceGraphs(namespace string) InferenceGraph return newInferenceGraphs(c, namespace) } +func (c *ServingV1alpha1Client) LocalModelNodeGroups(namespace string) LocalModelNodeGroupInterface { + return newLocalModelNodeGroups(c, namespace) +} + func (c *ServingV1alpha1Client) ServingRuntimes(namespace string) ServingRuntimeInterface { return newServingRuntimes(c, namespace) } diff --git a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/servingruntime.go b/pkg/client/clientset/versioned/typed/serving/v1alpha1/servingruntime.go similarity index 98% rename from pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/servingruntime.go rename to pkg/client/clientset/versioned/typed/serving/v1alpha1/servingruntime.go index e120ee16a7d..252db9821c3 100644 --- a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/servingruntime.go +++ b/pkg/client/clientset/versioned/typed/serving/v1alpha1/servingruntime.go @@ -23,7 +23,7 @@ import ( "time" v1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" - scheme "github.com/kserve/kserve/pkg/clientv1alpha1/clientset/versioned/scheme" + scheme "github.com/kserve/kserve/pkg/client/clientset/versioned/scheme" v1 "k8s.io/apimachinery/pkg/apis/meta/v1" types "k8s.io/apimachinery/pkg/types" watch "k8s.io/apimachinery/pkg/watch" diff --git a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/trainedmodel.go b/pkg/client/clientset/versioned/typed/serving/v1alpha1/trainedmodel.go similarity index 98% rename from pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/trainedmodel.go rename to pkg/client/clientset/versioned/typed/serving/v1alpha1/trainedmodel.go index 750ea2975dd..8912c92a333 100644 --- a/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/trainedmodel.go +++ b/pkg/client/clientset/versioned/typed/serving/v1alpha1/trainedmodel.go @@ -23,7 +23,7 @@ import ( "time" v1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" - scheme "github.com/kserve/kserve/pkg/clientv1alpha1/clientset/versioned/scheme" + scheme "github.com/kserve/kserve/pkg/client/clientset/versioned/scheme" v1 "k8s.io/apimachinery/pkg/apis/meta/v1" types "k8s.io/apimachinery/pkg/types" watch "k8s.io/apimachinery/pkg/watch" diff --git a/pkg/client/informers/externalversions/factory.go b/pkg/client/informers/externalversions/factory.go index 18075f7f6f2..428515b4626 100644 --- a/pkg/client/informers/externalversions/factory.go +++ b/pkg/client/informers/externalversions/factory.go @@ -42,6 +42,7 @@ type sharedInformerFactory struct { lock sync.Mutex defaultResync time.Duration customResync map[reflect.Type]time.Duration + transform cache.TransformFunc informers map[reflect.Type]cache.SharedIndexInformer // startedInformers is used for tracking which informers have been started. @@ -80,6 +81,14 @@ func WithNamespace(namespace string) SharedInformerOption { } } +// WithTransform sets a transform on all informers. +func WithTransform(transform cache.TransformFunc) SharedInformerOption { + return func(factory *sharedInformerFactory) *sharedInformerFactory { + factory.transform = transform + return factory + } +} + // NewSharedInformerFactory constructs a new instance of sharedInformerFactory for all namespaces. func NewSharedInformerFactory(client versioned.Interface, defaultResync time.Duration) SharedInformerFactory { return NewSharedInformerFactoryWithOptions(client, defaultResync) @@ -184,6 +193,7 @@ func (f *sharedInformerFactory) InformerFor(obj runtime.Object, newFunc internal } informer = newFunc(f.client, resyncPeriod) + informer.SetTransform(f.transform) f.informers[informerType] = informer return informer diff --git a/pkg/client/informers/externalversions/generic.go b/pkg/client/informers/externalversions/generic.go index 243dbb54d1a..7a1d25d8666 100644 --- a/pkg/client/informers/externalversions/generic.go +++ b/pkg/client/informers/externalversions/generic.go @@ -21,6 +21,7 @@ package externalversions import ( "fmt" + v1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" v1beta1 "github.com/kserve/kserve/pkg/apis/serving/v1beta1" schema "k8s.io/apimachinery/pkg/runtime/schema" cache "k8s.io/client-go/tools/cache" @@ -52,7 +53,23 @@ func (f *genericInformer) Lister() cache.GenericLister { // TODO extend this to unknown resources with a client pool func (f *sharedInformerFactory) ForResource(resource schema.GroupVersionResource) (GenericInformer, error) { switch resource { - // Group=serving.kserve.io, Version=v1beta1 + // Group=serving.kserve.io, Version=v1alpha1 + case v1alpha1.SchemeGroupVersion.WithResource("clusterlocalmodels"): + return &genericInformer{resource: resource.GroupResource(), informer: f.Serving().V1alpha1().ClusterLocalModels().Informer()}, nil + case v1alpha1.SchemeGroupVersion.WithResource("clusterservingruntimes"): + return &genericInformer{resource: resource.GroupResource(), informer: f.Serving().V1alpha1().ClusterServingRuntimes().Informer()}, nil + case v1alpha1.SchemeGroupVersion.WithResource("clusterstoragecontainers"): + return &genericInformer{resource: resource.GroupResource(), informer: f.Serving().V1alpha1().ClusterStorageContainers().Informer()}, nil + case v1alpha1.SchemeGroupVersion.WithResource("inferencegraphs"): + return &genericInformer{resource: resource.GroupResource(), informer: f.Serving().V1alpha1().InferenceGraphs().Informer()}, nil + case v1alpha1.SchemeGroupVersion.WithResource("localmodelnodegroups"): + return &genericInformer{resource: resource.GroupResource(), informer: f.Serving().V1alpha1().LocalModelNodeGroups().Informer()}, nil + case v1alpha1.SchemeGroupVersion.WithResource("servingruntimes"): + return &genericInformer{resource: resource.GroupResource(), informer: f.Serving().V1alpha1().ServingRuntimes().Informer()}, nil + case v1alpha1.SchemeGroupVersion.WithResource("trainedmodels"): + return &genericInformer{resource: resource.GroupResource(), informer: f.Serving().V1alpha1().TrainedModels().Informer()}, nil + + // Group=serving.kserve.io, Version=v1beta1 case v1beta1.SchemeGroupVersion.WithResource("inferenceservices"): return &genericInformer{resource: resource.GroupResource(), informer: f.Serving().V1beta1().InferenceServices().Informer()}, nil diff --git a/pkg/client/informers/externalversions/serving/interface.go b/pkg/client/informers/externalversions/serving/interface.go index 64d0433660a..0da9965ce8f 100644 --- a/pkg/client/informers/externalversions/serving/interface.go +++ b/pkg/client/informers/externalversions/serving/interface.go @@ -20,11 +20,14 @@ package serving import ( internalinterfaces "github.com/kserve/kserve/pkg/client/informers/externalversions/internalinterfaces" + v1alpha1 "github.com/kserve/kserve/pkg/client/informers/externalversions/serving/v1alpha1" v1beta1 "github.com/kserve/kserve/pkg/client/informers/externalversions/serving/v1beta1" ) // Interface provides access to each of this group's versions. type Interface interface { + // V1alpha1 provides access to shared informers for resources in V1alpha1. + V1alpha1() v1alpha1.Interface // V1beta1 provides access to shared informers for resources in V1beta1. V1beta1() v1beta1.Interface } @@ -40,6 +43,11 @@ func New(f internalinterfaces.SharedInformerFactory, namespace string, tweakList return &group{factory: f, namespace: namespace, tweakListOptions: tweakListOptions} } +// V1alpha1 returns a new v1alpha1.Interface. +func (g *group) V1alpha1() v1alpha1.Interface { + return v1alpha1.New(g.factory, g.namespace, g.tweakListOptions) +} + // V1beta1 returns a new v1beta1.Interface. func (g *group) V1beta1() v1beta1.Interface { return v1beta1.New(g.factory, g.namespace, g.tweakListOptions) diff --git a/pkg/client/informers/externalversions/serving/v1alpha1/clusterlocalmodel.go b/pkg/client/informers/externalversions/serving/v1alpha1/clusterlocalmodel.go new file mode 100644 index 00000000000..7f2b14ad26c --- /dev/null +++ b/pkg/client/informers/externalversions/serving/v1alpha1/clusterlocalmodel.go @@ -0,0 +1,90 @@ +/* +Copyright 2023 The KServe Authors. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +// Code generated by informer-gen. DO NOT EDIT. + +package v1alpha1 + +import ( + "context" + time "time" + + servingv1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" + versioned "github.com/kserve/kserve/pkg/client/clientset/versioned" + internalinterfaces "github.com/kserve/kserve/pkg/client/informers/externalversions/internalinterfaces" + v1alpha1 "github.com/kserve/kserve/pkg/client/listers/serving/v1alpha1" + v1 "k8s.io/apimachinery/pkg/apis/meta/v1" + runtime "k8s.io/apimachinery/pkg/runtime" + watch "k8s.io/apimachinery/pkg/watch" + cache "k8s.io/client-go/tools/cache" +) + +// ClusterLocalModelInformer provides access to a shared informer and lister for +// ClusterLocalModels. +type ClusterLocalModelInformer interface { + Informer() cache.SharedIndexInformer + Lister() v1alpha1.ClusterLocalModelLister +} + +type clusterLocalModelInformer struct { + factory internalinterfaces.SharedInformerFactory + tweakListOptions internalinterfaces.TweakListOptionsFunc + namespace string +} + +// NewClusterLocalModelInformer constructs a new informer for ClusterLocalModel type. +// Always prefer using an informer factory to get a shared informer instead of getting an independent +// one. This reduces memory footprint and number of connections to the server. +func NewClusterLocalModelInformer(client versioned.Interface, namespace string, resyncPeriod time.Duration, indexers cache.Indexers) cache.SharedIndexInformer { + return NewFilteredClusterLocalModelInformer(client, namespace, resyncPeriod, indexers, nil) +} + +// NewFilteredClusterLocalModelInformer constructs a new informer for ClusterLocalModel type. +// Always prefer using an informer factory to get a shared informer instead of getting an independent +// one. This reduces memory footprint and number of connections to the server. +func NewFilteredClusterLocalModelInformer(client versioned.Interface, namespace string, resyncPeriod time.Duration, indexers cache.Indexers, tweakListOptions internalinterfaces.TweakListOptionsFunc) cache.SharedIndexInformer { + return cache.NewSharedIndexInformer( + &cache.ListWatch{ + ListFunc: func(options v1.ListOptions) (runtime.Object, error) { + if tweakListOptions != nil { + tweakListOptions(&options) + } + return client.ServingV1alpha1().ClusterLocalModels(namespace).List(context.TODO(), options) + }, + WatchFunc: func(options v1.ListOptions) (watch.Interface, error) { + if tweakListOptions != nil { + tweakListOptions(&options) + } + return client.ServingV1alpha1().ClusterLocalModels(namespace).Watch(context.TODO(), options) + }, + }, + &servingv1alpha1.ClusterLocalModel{}, + resyncPeriod, + indexers, + ) +} + +func (f *clusterLocalModelInformer) defaultInformer(client versioned.Interface, resyncPeriod time.Duration) cache.SharedIndexInformer { + return NewFilteredClusterLocalModelInformer(client, f.namespace, resyncPeriod, cache.Indexers{cache.NamespaceIndex: cache.MetaNamespaceIndexFunc}, f.tweakListOptions) +} + +func (f *clusterLocalModelInformer) Informer() cache.SharedIndexInformer { + return f.factory.InformerFor(&servingv1alpha1.ClusterLocalModel{}, f.defaultInformer) +} + +func (f *clusterLocalModelInformer) Lister() v1alpha1.ClusterLocalModelLister { + return v1alpha1.NewClusterLocalModelLister(f.Informer().GetIndexer()) +} diff --git a/pkg/clientv1alpha1/informers/externalversions/serving/v1alpha1/clusterservingruntime.go b/pkg/client/informers/externalversions/serving/v1alpha1/clusterservingruntime.go similarity index 93% rename from pkg/clientv1alpha1/informers/externalversions/serving/v1alpha1/clusterservingruntime.go rename to pkg/client/informers/externalversions/serving/v1alpha1/clusterservingruntime.go index df8a8733688..dd61f1ee753 100644 --- a/pkg/clientv1alpha1/informers/externalversions/serving/v1alpha1/clusterservingruntime.go +++ b/pkg/client/informers/externalversions/serving/v1alpha1/clusterservingruntime.go @@ -23,9 +23,9 @@ import ( time "time" servingv1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" - versioned "github.com/kserve/kserve/pkg/clientv1alpha1/clientset/versioned" - internalinterfaces "github.com/kserve/kserve/pkg/clientv1alpha1/informers/externalversions/internalinterfaces" - v1alpha1 "github.com/kserve/kserve/pkg/clientv1alpha1/listers/serving/v1alpha1" + versioned "github.com/kserve/kserve/pkg/client/clientset/versioned" + internalinterfaces "github.com/kserve/kserve/pkg/client/informers/externalversions/internalinterfaces" + v1alpha1 "github.com/kserve/kserve/pkg/client/listers/serving/v1alpha1" v1 "k8s.io/apimachinery/pkg/apis/meta/v1" runtime "k8s.io/apimachinery/pkg/runtime" watch "k8s.io/apimachinery/pkg/watch" diff --git a/pkg/clientv1alpha1/informers/externalversions/serving/v1alpha1/clusterstoragecontainer.go b/pkg/client/informers/externalversions/serving/v1alpha1/clusterstoragecontainer.go similarity index 93% rename from pkg/clientv1alpha1/informers/externalversions/serving/v1alpha1/clusterstoragecontainer.go rename to pkg/client/informers/externalversions/serving/v1alpha1/clusterstoragecontainer.go index 32aa5deea8c..48256f237e7 100644 --- a/pkg/clientv1alpha1/informers/externalversions/serving/v1alpha1/clusterstoragecontainer.go +++ b/pkg/client/informers/externalversions/serving/v1alpha1/clusterstoragecontainer.go @@ -23,9 +23,9 @@ import ( time "time" servingv1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" - versioned "github.com/kserve/kserve/pkg/clientv1alpha1/clientset/versioned" - internalinterfaces "github.com/kserve/kserve/pkg/clientv1alpha1/informers/externalversions/internalinterfaces" - v1alpha1 "github.com/kserve/kserve/pkg/clientv1alpha1/listers/serving/v1alpha1" + versioned "github.com/kserve/kserve/pkg/client/clientset/versioned" + internalinterfaces "github.com/kserve/kserve/pkg/client/informers/externalversions/internalinterfaces" + v1alpha1 "github.com/kserve/kserve/pkg/client/listers/serving/v1alpha1" v1 "k8s.io/apimachinery/pkg/apis/meta/v1" runtime "k8s.io/apimachinery/pkg/runtime" watch "k8s.io/apimachinery/pkg/watch" diff --git a/pkg/clientv1alpha1/informers/externalversions/serving/v1alpha1/inferencegraph.go b/pkg/client/informers/externalversions/serving/v1alpha1/inferencegraph.go similarity index 92% rename from pkg/clientv1alpha1/informers/externalversions/serving/v1alpha1/inferencegraph.go rename to pkg/client/informers/externalversions/serving/v1alpha1/inferencegraph.go index aa535584f31..5b1a7785862 100644 --- a/pkg/clientv1alpha1/informers/externalversions/serving/v1alpha1/inferencegraph.go +++ b/pkg/client/informers/externalversions/serving/v1alpha1/inferencegraph.go @@ -23,9 +23,9 @@ import ( time "time" servingv1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" - versioned "github.com/kserve/kserve/pkg/clientv1alpha1/clientset/versioned" - internalinterfaces "github.com/kserve/kserve/pkg/clientv1alpha1/informers/externalversions/internalinterfaces" - v1alpha1 "github.com/kserve/kserve/pkg/clientv1alpha1/listers/serving/v1alpha1" + versioned "github.com/kserve/kserve/pkg/client/clientset/versioned" + internalinterfaces "github.com/kserve/kserve/pkg/client/informers/externalversions/internalinterfaces" + v1alpha1 "github.com/kserve/kserve/pkg/client/listers/serving/v1alpha1" v1 "k8s.io/apimachinery/pkg/apis/meta/v1" runtime "k8s.io/apimachinery/pkg/runtime" watch "k8s.io/apimachinery/pkg/watch" diff --git a/pkg/clientv1alpha1/informers/externalversions/serving/v1alpha1/interface.go b/pkg/client/informers/externalversions/serving/v1alpha1/interface.go similarity index 77% rename from pkg/clientv1alpha1/informers/externalversions/serving/v1alpha1/interface.go rename to pkg/client/informers/externalversions/serving/v1alpha1/interface.go index 0a02d88f80c..ca993f1b94f 100644 --- a/pkg/clientv1alpha1/informers/externalversions/serving/v1alpha1/interface.go +++ b/pkg/client/informers/externalversions/serving/v1alpha1/interface.go @@ -19,17 +19,21 @@ limitations under the License. package v1alpha1 import ( - internalinterfaces "github.com/kserve/kserve/pkg/clientv1alpha1/informers/externalversions/internalinterfaces" + internalinterfaces "github.com/kserve/kserve/pkg/client/informers/externalversions/internalinterfaces" ) // Interface provides access to all the informers in this group version. type Interface interface { + // ClusterLocalModels returns a ClusterLocalModelInformer. + ClusterLocalModels() ClusterLocalModelInformer // ClusterServingRuntimes returns a ClusterServingRuntimeInformer. ClusterServingRuntimes() ClusterServingRuntimeInformer // ClusterStorageContainers returns a ClusterStorageContainerInformer. ClusterStorageContainers() ClusterStorageContainerInformer // InferenceGraphs returns a InferenceGraphInformer. InferenceGraphs() InferenceGraphInformer + // LocalModelNodeGroups returns a LocalModelNodeGroupInformer. + LocalModelNodeGroups() LocalModelNodeGroupInformer // ServingRuntimes returns a ServingRuntimeInformer. ServingRuntimes() ServingRuntimeInformer // TrainedModels returns a TrainedModelInformer. @@ -47,6 +51,11 @@ func New(f internalinterfaces.SharedInformerFactory, namespace string, tweakList return &version{factory: f, namespace: namespace, tweakListOptions: tweakListOptions} } +// ClusterLocalModels returns a ClusterLocalModelInformer. +func (v *version) ClusterLocalModels() ClusterLocalModelInformer { + return &clusterLocalModelInformer{factory: v.factory, namespace: v.namespace, tweakListOptions: v.tweakListOptions} +} + // ClusterServingRuntimes returns a ClusterServingRuntimeInformer. func (v *version) ClusterServingRuntimes() ClusterServingRuntimeInformer { return &clusterServingRuntimeInformer{factory: v.factory, namespace: v.namespace, tweakListOptions: v.tweakListOptions} @@ -62,6 +71,11 @@ func (v *version) InferenceGraphs() InferenceGraphInformer { return &inferenceGraphInformer{factory: v.factory, namespace: v.namespace, tweakListOptions: v.tweakListOptions} } +// LocalModelNodeGroups returns a LocalModelNodeGroupInformer. +func (v *version) LocalModelNodeGroups() LocalModelNodeGroupInformer { + return &localModelNodeGroupInformer{factory: v.factory, namespace: v.namespace, tweakListOptions: v.tweakListOptions} +} + // ServingRuntimes returns a ServingRuntimeInformer. func (v *version) ServingRuntimes() ServingRuntimeInformer { return &servingRuntimeInformer{factory: v.factory, namespace: v.namespace, tweakListOptions: v.tweakListOptions} diff --git a/pkg/client/informers/externalversions/serving/v1alpha1/localmodelnodegroup.go b/pkg/client/informers/externalversions/serving/v1alpha1/localmodelnodegroup.go new file mode 100644 index 00000000000..9d13f6c88b1 --- /dev/null +++ b/pkg/client/informers/externalversions/serving/v1alpha1/localmodelnodegroup.go @@ -0,0 +1,90 @@ +/* +Copyright 2023 The KServe Authors. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +// Code generated by informer-gen. DO NOT EDIT. + +package v1alpha1 + +import ( + "context" + time "time" + + servingv1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" + versioned "github.com/kserve/kserve/pkg/client/clientset/versioned" + internalinterfaces "github.com/kserve/kserve/pkg/client/informers/externalversions/internalinterfaces" + v1alpha1 "github.com/kserve/kserve/pkg/client/listers/serving/v1alpha1" + v1 "k8s.io/apimachinery/pkg/apis/meta/v1" + runtime "k8s.io/apimachinery/pkg/runtime" + watch "k8s.io/apimachinery/pkg/watch" + cache "k8s.io/client-go/tools/cache" +) + +// LocalModelNodeGroupInformer provides access to a shared informer and lister for +// LocalModelNodeGroups. +type LocalModelNodeGroupInformer interface { + Informer() cache.SharedIndexInformer + Lister() v1alpha1.LocalModelNodeGroupLister +} + +type localModelNodeGroupInformer struct { + factory internalinterfaces.SharedInformerFactory + tweakListOptions internalinterfaces.TweakListOptionsFunc + namespace string +} + +// NewLocalModelNodeGroupInformer constructs a new informer for LocalModelNodeGroup type. +// Always prefer using an informer factory to get a shared informer instead of getting an independent +// one. This reduces memory footprint and number of connections to the server. +func NewLocalModelNodeGroupInformer(client versioned.Interface, namespace string, resyncPeriod time.Duration, indexers cache.Indexers) cache.SharedIndexInformer { + return NewFilteredLocalModelNodeGroupInformer(client, namespace, resyncPeriod, indexers, nil) +} + +// NewFilteredLocalModelNodeGroupInformer constructs a new informer for LocalModelNodeGroup type. +// Always prefer using an informer factory to get a shared informer instead of getting an independent +// one. This reduces memory footprint and number of connections to the server. +func NewFilteredLocalModelNodeGroupInformer(client versioned.Interface, namespace string, resyncPeriod time.Duration, indexers cache.Indexers, tweakListOptions internalinterfaces.TweakListOptionsFunc) cache.SharedIndexInformer { + return cache.NewSharedIndexInformer( + &cache.ListWatch{ + ListFunc: func(options v1.ListOptions) (runtime.Object, error) { + if tweakListOptions != nil { + tweakListOptions(&options) + } + return client.ServingV1alpha1().LocalModelNodeGroups(namespace).List(context.TODO(), options) + }, + WatchFunc: func(options v1.ListOptions) (watch.Interface, error) { + if tweakListOptions != nil { + tweakListOptions(&options) + } + return client.ServingV1alpha1().LocalModelNodeGroups(namespace).Watch(context.TODO(), options) + }, + }, + &servingv1alpha1.LocalModelNodeGroup{}, + resyncPeriod, + indexers, + ) +} + +func (f *localModelNodeGroupInformer) defaultInformer(client versioned.Interface, resyncPeriod time.Duration) cache.SharedIndexInformer { + return NewFilteredLocalModelNodeGroupInformer(client, f.namespace, resyncPeriod, cache.Indexers{cache.NamespaceIndex: cache.MetaNamespaceIndexFunc}, f.tweakListOptions) +} + +func (f *localModelNodeGroupInformer) Informer() cache.SharedIndexInformer { + return f.factory.InformerFor(&servingv1alpha1.LocalModelNodeGroup{}, f.defaultInformer) +} + +func (f *localModelNodeGroupInformer) Lister() v1alpha1.LocalModelNodeGroupLister { + return v1alpha1.NewLocalModelNodeGroupLister(f.Informer().GetIndexer()) +} diff --git a/pkg/clientv1alpha1/informers/externalversions/serving/v1alpha1/servingruntime.go b/pkg/client/informers/externalversions/serving/v1alpha1/servingruntime.go similarity index 92% rename from pkg/clientv1alpha1/informers/externalversions/serving/v1alpha1/servingruntime.go rename to pkg/client/informers/externalversions/serving/v1alpha1/servingruntime.go index 3adf34daaf9..e86d23d258f 100644 --- a/pkg/clientv1alpha1/informers/externalversions/serving/v1alpha1/servingruntime.go +++ b/pkg/client/informers/externalversions/serving/v1alpha1/servingruntime.go @@ -23,9 +23,9 @@ import ( time "time" servingv1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" - versioned "github.com/kserve/kserve/pkg/clientv1alpha1/clientset/versioned" - internalinterfaces "github.com/kserve/kserve/pkg/clientv1alpha1/informers/externalversions/internalinterfaces" - v1alpha1 "github.com/kserve/kserve/pkg/clientv1alpha1/listers/serving/v1alpha1" + versioned "github.com/kserve/kserve/pkg/client/clientset/versioned" + internalinterfaces "github.com/kserve/kserve/pkg/client/informers/externalversions/internalinterfaces" + v1alpha1 "github.com/kserve/kserve/pkg/client/listers/serving/v1alpha1" v1 "k8s.io/apimachinery/pkg/apis/meta/v1" runtime "k8s.io/apimachinery/pkg/runtime" watch "k8s.io/apimachinery/pkg/watch" diff --git a/pkg/clientv1alpha1/informers/externalversions/serving/v1alpha1/trainedmodel.go b/pkg/client/informers/externalversions/serving/v1alpha1/trainedmodel.go similarity index 92% rename from pkg/clientv1alpha1/informers/externalversions/serving/v1alpha1/trainedmodel.go rename to pkg/client/informers/externalversions/serving/v1alpha1/trainedmodel.go index 8bd47dd79c2..de220ba24df 100644 --- a/pkg/clientv1alpha1/informers/externalversions/serving/v1alpha1/trainedmodel.go +++ b/pkg/client/informers/externalversions/serving/v1alpha1/trainedmodel.go @@ -23,9 +23,9 @@ import ( time "time" servingv1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" - versioned "github.com/kserve/kserve/pkg/clientv1alpha1/clientset/versioned" - internalinterfaces "github.com/kserve/kserve/pkg/clientv1alpha1/informers/externalversions/internalinterfaces" - v1alpha1 "github.com/kserve/kserve/pkg/clientv1alpha1/listers/serving/v1alpha1" + versioned "github.com/kserve/kserve/pkg/client/clientset/versioned" + internalinterfaces "github.com/kserve/kserve/pkg/client/informers/externalversions/internalinterfaces" + v1alpha1 "github.com/kserve/kserve/pkg/client/listers/serving/v1alpha1" v1 "k8s.io/apimachinery/pkg/apis/meta/v1" runtime "k8s.io/apimachinery/pkg/runtime" watch "k8s.io/apimachinery/pkg/watch" diff --git a/pkg/client/listers/serving/v1alpha1/clusterlocalmodel.go b/pkg/client/listers/serving/v1alpha1/clusterlocalmodel.go new file mode 100644 index 00000000000..fac37ad1a78 --- /dev/null +++ b/pkg/client/listers/serving/v1alpha1/clusterlocalmodel.go @@ -0,0 +1,99 @@ +/* +Copyright 2023 The KServe Authors. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +// Code generated by lister-gen. DO NOT EDIT. + +package v1alpha1 + +import ( + v1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" + "k8s.io/apimachinery/pkg/api/errors" + "k8s.io/apimachinery/pkg/labels" + "k8s.io/client-go/tools/cache" +) + +// ClusterLocalModelLister helps list ClusterLocalModels. +// All objects returned here must be treated as read-only. +type ClusterLocalModelLister interface { + // List lists all ClusterLocalModels in the indexer. + // Objects returned here must be treated as read-only. + List(selector labels.Selector) (ret []*v1alpha1.ClusterLocalModel, err error) + // ClusterLocalModels returns an object that can list and get ClusterLocalModels. + ClusterLocalModels(namespace string) ClusterLocalModelNamespaceLister + ClusterLocalModelListerExpansion +} + +// clusterLocalModelLister implements the ClusterLocalModelLister interface. +type clusterLocalModelLister struct { + indexer cache.Indexer +} + +// NewClusterLocalModelLister returns a new ClusterLocalModelLister. +func NewClusterLocalModelLister(indexer cache.Indexer) ClusterLocalModelLister { + return &clusterLocalModelLister{indexer: indexer} +} + +// List lists all ClusterLocalModels in the indexer. +func (s *clusterLocalModelLister) List(selector labels.Selector) (ret []*v1alpha1.ClusterLocalModel, err error) { + err = cache.ListAll(s.indexer, selector, func(m interface{}) { + ret = append(ret, m.(*v1alpha1.ClusterLocalModel)) + }) + return ret, err +} + +// ClusterLocalModels returns an object that can list and get ClusterLocalModels. +func (s *clusterLocalModelLister) ClusterLocalModels(namespace string) ClusterLocalModelNamespaceLister { + return clusterLocalModelNamespaceLister{indexer: s.indexer, namespace: namespace} +} + +// ClusterLocalModelNamespaceLister helps list and get ClusterLocalModels. +// All objects returned here must be treated as read-only. +type ClusterLocalModelNamespaceLister interface { + // List lists all ClusterLocalModels in the indexer for a given namespace. + // Objects returned here must be treated as read-only. + List(selector labels.Selector) (ret []*v1alpha1.ClusterLocalModel, err error) + // Get retrieves the ClusterLocalModel from the indexer for a given namespace and name. + // Objects returned here must be treated as read-only. + Get(name string) (*v1alpha1.ClusterLocalModel, error) + ClusterLocalModelNamespaceListerExpansion +} + +// clusterLocalModelNamespaceLister implements the ClusterLocalModelNamespaceLister +// interface. +type clusterLocalModelNamespaceLister struct { + indexer cache.Indexer + namespace string +} + +// List lists all ClusterLocalModels in the indexer for a given namespace. +func (s clusterLocalModelNamespaceLister) List(selector labels.Selector) (ret []*v1alpha1.ClusterLocalModel, err error) { + err = cache.ListAllByNamespace(s.indexer, s.namespace, selector, func(m interface{}) { + ret = append(ret, m.(*v1alpha1.ClusterLocalModel)) + }) + return ret, err +} + +// Get retrieves the ClusterLocalModel from the indexer for a given namespace and name. +func (s clusterLocalModelNamespaceLister) Get(name string) (*v1alpha1.ClusterLocalModel, error) { + obj, exists, err := s.indexer.GetByKey(s.namespace + "/" + name) + if err != nil { + return nil, err + } + if !exists { + return nil, errors.NewNotFound(v1alpha1.Resource("clusterlocalmodel"), name) + } + return obj.(*v1alpha1.ClusterLocalModel), nil +} diff --git a/pkg/clientv1alpha1/listers/serving/v1alpha1/clusterservingruntime.go b/pkg/client/listers/serving/v1alpha1/clusterservingruntime.go similarity index 100% rename from pkg/clientv1alpha1/listers/serving/v1alpha1/clusterservingruntime.go rename to pkg/client/listers/serving/v1alpha1/clusterservingruntime.go diff --git a/pkg/clientv1alpha1/listers/serving/v1alpha1/clusterstoragecontainer.go b/pkg/client/listers/serving/v1alpha1/clusterstoragecontainer.go similarity index 100% rename from pkg/clientv1alpha1/listers/serving/v1alpha1/clusterstoragecontainer.go rename to pkg/client/listers/serving/v1alpha1/clusterstoragecontainer.go diff --git a/pkg/clientv1alpha1/listers/serving/v1alpha1/expansion_generated.go b/pkg/client/listers/serving/v1alpha1/expansion_generated.go similarity index 77% rename from pkg/clientv1alpha1/listers/serving/v1alpha1/expansion_generated.go rename to pkg/client/listers/serving/v1alpha1/expansion_generated.go index 717a1191284..df8ea22e335 100644 --- a/pkg/clientv1alpha1/listers/serving/v1alpha1/expansion_generated.go +++ b/pkg/client/listers/serving/v1alpha1/expansion_generated.go @@ -18,6 +18,14 @@ limitations under the License. package v1alpha1 +// ClusterLocalModelListerExpansion allows custom methods to be added to +// ClusterLocalModelLister. +type ClusterLocalModelListerExpansion interface{} + +// ClusterLocalModelNamespaceListerExpansion allows custom methods to be added to +// ClusterLocalModelNamespaceLister. +type ClusterLocalModelNamespaceListerExpansion interface{} + // ClusterServingRuntimeListerExpansion allows custom methods to be added to // ClusterServingRuntimeLister. type ClusterServingRuntimeListerExpansion interface{} @@ -42,6 +50,14 @@ type InferenceGraphListerExpansion interface{} // InferenceGraphNamespaceLister. type InferenceGraphNamespaceListerExpansion interface{} +// LocalModelNodeGroupListerExpansion allows custom methods to be added to +// LocalModelNodeGroupLister. +type LocalModelNodeGroupListerExpansion interface{} + +// LocalModelNodeGroupNamespaceListerExpansion allows custom methods to be added to +// LocalModelNodeGroupNamespaceLister. +type LocalModelNodeGroupNamespaceListerExpansion interface{} + // ServingRuntimeListerExpansion allows custom methods to be added to // ServingRuntimeLister. type ServingRuntimeListerExpansion interface{} diff --git a/pkg/clientv1alpha1/listers/serving/v1alpha1/inferencegraph.go b/pkg/client/listers/serving/v1alpha1/inferencegraph.go similarity index 100% rename from pkg/clientv1alpha1/listers/serving/v1alpha1/inferencegraph.go rename to pkg/client/listers/serving/v1alpha1/inferencegraph.go diff --git a/pkg/client/listers/serving/v1alpha1/localmodelnodegroup.go b/pkg/client/listers/serving/v1alpha1/localmodelnodegroup.go new file mode 100644 index 00000000000..60dc28640b4 --- /dev/null +++ b/pkg/client/listers/serving/v1alpha1/localmodelnodegroup.go @@ -0,0 +1,99 @@ +/* +Copyright 2023 The KServe Authors. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +// Code generated by lister-gen. DO NOT EDIT. + +package v1alpha1 + +import ( + v1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" + "k8s.io/apimachinery/pkg/api/errors" + "k8s.io/apimachinery/pkg/labels" + "k8s.io/client-go/tools/cache" +) + +// LocalModelNodeGroupLister helps list LocalModelNodeGroups. +// All objects returned here must be treated as read-only. +type LocalModelNodeGroupLister interface { + // List lists all LocalModelNodeGroups in the indexer. + // Objects returned here must be treated as read-only. + List(selector labels.Selector) (ret []*v1alpha1.LocalModelNodeGroup, err error) + // LocalModelNodeGroups returns an object that can list and get LocalModelNodeGroups. + LocalModelNodeGroups(namespace string) LocalModelNodeGroupNamespaceLister + LocalModelNodeGroupListerExpansion +} + +// localModelNodeGroupLister implements the LocalModelNodeGroupLister interface. +type localModelNodeGroupLister struct { + indexer cache.Indexer +} + +// NewLocalModelNodeGroupLister returns a new LocalModelNodeGroupLister. +func NewLocalModelNodeGroupLister(indexer cache.Indexer) LocalModelNodeGroupLister { + return &localModelNodeGroupLister{indexer: indexer} +} + +// List lists all LocalModelNodeGroups in the indexer. +func (s *localModelNodeGroupLister) List(selector labels.Selector) (ret []*v1alpha1.LocalModelNodeGroup, err error) { + err = cache.ListAll(s.indexer, selector, func(m interface{}) { + ret = append(ret, m.(*v1alpha1.LocalModelNodeGroup)) + }) + return ret, err +} + +// LocalModelNodeGroups returns an object that can list and get LocalModelNodeGroups. +func (s *localModelNodeGroupLister) LocalModelNodeGroups(namespace string) LocalModelNodeGroupNamespaceLister { + return localModelNodeGroupNamespaceLister{indexer: s.indexer, namespace: namespace} +} + +// LocalModelNodeGroupNamespaceLister helps list and get LocalModelNodeGroups. +// All objects returned here must be treated as read-only. +type LocalModelNodeGroupNamespaceLister interface { + // List lists all LocalModelNodeGroups in the indexer for a given namespace. + // Objects returned here must be treated as read-only. + List(selector labels.Selector) (ret []*v1alpha1.LocalModelNodeGroup, err error) + // Get retrieves the LocalModelNodeGroup from the indexer for a given namespace and name. + // Objects returned here must be treated as read-only. + Get(name string) (*v1alpha1.LocalModelNodeGroup, error) + LocalModelNodeGroupNamespaceListerExpansion +} + +// localModelNodeGroupNamespaceLister implements the LocalModelNodeGroupNamespaceLister +// interface. +type localModelNodeGroupNamespaceLister struct { + indexer cache.Indexer + namespace string +} + +// List lists all LocalModelNodeGroups in the indexer for a given namespace. +func (s localModelNodeGroupNamespaceLister) List(selector labels.Selector) (ret []*v1alpha1.LocalModelNodeGroup, err error) { + err = cache.ListAllByNamespace(s.indexer, s.namespace, selector, func(m interface{}) { + ret = append(ret, m.(*v1alpha1.LocalModelNodeGroup)) + }) + return ret, err +} + +// Get retrieves the LocalModelNodeGroup from the indexer for a given namespace and name. +func (s localModelNodeGroupNamespaceLister) Get(name string) (*v1alpha1.LocalModelNodeGroup, error) { + obj, exists, err := s.indexer.GetByKey(s.namespace + "/" + name) + if err != nil { + return nil, err + } + if !exists { + return nil, errors.NewNotFound(v1alpha1.Resource("localmodelnodegroup"), name) + } + return obj.(*v1alpha1.LocalModelNodeGroup), nil +} diff --git a/pkg/clientv1alpha1/listers/serving/v1alpha1/servingruntime.go b/pkg/client/listers/serving/v1alpha1/servingruntime.go similarity index 100% rename from pkg/clientv1alpha1/listers/serving/v1alpha1/servingruntime.go rename to pkg/client/listers/serving/v1alpha1/servingruntime.go diff --git a/pkg/clientv1alpha1/listers/serving/v1alpha1/trainedmodel.go b/pkg/client/listers/serving/v1alpha1/trainedmodel.go similarity index 100% rename from pkg/clientv1alpha1/listers/serving/v1alpha1/trainedmodel.go rename to pkg/client/listers/serving/v1alpha1/trainedmodel.go diff --git a/pkg/clientv1alpha1/clientset/versioned/clientset.go b/pkg/clientv1alpha1/clientset/versioned/clientset.go deleted file mode 100644 index bb4fa4e4071..00000000000 --- a/pkg/clientv1alpha1/clientset/versioned/clientset.go +++ /dev/null @@ -1,120 +0,0 @@ -/* -Copyright 2023 The KServe Authors. - -Licensed under the Apache License, Version 2.0 (the "License"); -you may not use this file except in compliance with the License. -You may obtain a copy of the License at - - http://www.apache.org/licenses/LICENSE-2.0 - -Unless required by applicable law or agreed to in writing, software -distributed under the License is distributed on an "AS IS" BASIS, -WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -See the License for the specific language governing permissions and -limitations under the License. -*/ - -// Code generated by client-gen. DO NOT EDIT. - -package versioned - -import ( - "fmt" - "net/http" - - servingv1alpha1 "github.com/kserve/kserve/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1" - discovery "k8s.io/client-go/discovery" - rest "k8s.io/client-go/rest" - flowcontrol "k8s.io/client-go/util/flowcontrol" -) - -type Interface interface { - Discovery() discovery.DiscoveryInterface - ServingV1alpha1() servingv1alpha1.ServingV1alpha1Interface -} - -// Clientset contains the clients for groups. -type Clientset struct { - *discovery.DiscoveryClient - servingV1alpha1 *servingv1alpha1.ServingV1alpha1Client -} - -// ServingV1alpha1 retrieves the ServingV1alpha1Client -func (c *Clientset) ServingV1alpha1() servingv1alpha1.ServingV1alpha1Interface { - return c.servingV1alpha1 -} - -// Discovery retrieves the DiscoveryClient -func (c *Clientset) Discovery() discovery.DiscoveryInterface { - if c == nil { - return nil - } - return c.DiscoveryClient -} - -// NewForConfig creates a new Clientset for the given config. -// If config's RateLimiter is not set and QPS and Burst are acceptable, -// NewForConfig will generate a rate-limiter in configShallowCopy. -// NewForConfig is equivalent to NewForConfigAndClient(c, httpClient), -// where httpClient was generated with rest.HTTPClientFor(c). -func NewForConfig(c *rest.Config) (*Clientset, error) { - configShallowCopy := *c - - if configShallowCopy.UserAgent == "" { - configShallowCopy.UserAgent = rest.DefaultKubernetesUserAgent() - } - - // share the transport between all clients - httpClient, err := rest.HTTPClientFor(&configShallowCopy) - if err != nil { - return nil, err - } - - return NewForConfigAndClient(&configShallowCopy, httpClient) -} - -// NewForConfigAndClient creates a new Clientset for the given config and http client. -// Note the http client provided takes precedence over the configured transport values. -// If config's RateLimiter is not set and QPS and Burst are acceptable, -// NewForConfigAndClient will generate a rate-limiter in configShallowCopy. -func NewForConfigAndClient(c *rest.Config, httpClient *http.Client) (*Clientset, error) { - configShallowCopy := *c - if configShallowCopy.RateLimiter == nil && configShallowCopy.QPS > 0 { - if configShallowCopy.Burst <= 0 { - return nil, fmt.Errorf("burst is required to be greater than 0 when RateLimiter is not set and QPS is set to greater than 0") - } - configShallowCopy.RateLimiter = flowcontrol.NewTokenBucketRateLimiter(configShallowCopy.QPS, configShallowCopy.Burst) - } - - var cs Clientset - var err error - cs.servingV1alpha1, err = servingv1alpha1.NewForConfigAndClient(&configShallowCopy, httpClient) - if err != nil { - return nil, err - } - - cs.DiscoveryClient, err = discovery.NewDiscoveryClientForConfigAndClient(&configShallowCopy, httpClient) - if err != nil { - return nil, err - } - return &cs, nil -} - -// NewForConfigOrDie creates a new Clientset for the given config and -// panics if there is an error in the config. -func NewForConfigOrDie(c *rest.Config) *Clientset { - cs, err := NewForConfig(c) - if err != nil { - panic(err) - } - return cs -} - -// New creates a new Clientset for the given RESTClient. -func New(c rest.Interface) *Clientset { - var cs Clientset - cs.servingV1alpha1 = servingv1alpha1.New(c) - - cs.DiscoveryClient = discovery.NewDiscoveryClient(c) - return &cs -} diff --git a/pkg/clientv1alpha1/clientset/versioned/fake/clientset_generated.go b/pkg/clientv1alpha1/clientset/versioned/fake/clientset_generated.go deleted file mode 100644 index 18f8ace24fe..00000000000 --- a/pkg/clientv1alpha1/clientset/versioned/fake/clientset_generated.go +++ /dev/null @@ -1,85 +0,0 @@ -/* -Copyright 2023 The KServe Authors. - -Licensed under the Apache License, Version 2.0 (the "License"); -you may not use this file except in compliance with the License. -You may obtain a copy of the License at - - http://www.apache.org/licenses/LICENSE-2.0 - -Unless required by applicable law or agreed to in writing, software -distributed under the License is distributed on an "AS IS" BASIS, -WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -See the License for the specific language governing permissions and -limitations under the License. -*/ - -// Code generated by client-gen. DO NOT EDIT. - -package fake - -import ( - clientset "github.com/kserve/kserve/pkg/clientv1alpha1/clientset/versioned" - servingv1alpha1 "github.com/kserve/kserve/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1" - fakeservingv1alpha1 "github.com/kserve/kserve/pkg/clientv1alpha1/clientset/versioned/typed/serving/v1alpha1/fake" - "k8s.io/apimachinery/pkg/runtime" - "k8s.io/apimachinery/pkg/watch" - "k8s.io/client-go/discovery" - fakediscovery "k8s.io/client-go/discovery/fake" - "k8s.io/client-go/testing" -) - -// NewSimpleClientset returns a clientset that will respond with the provided objects. -// It's backed by a very simple object tracker that processes creates, updates and deletions as-is, -// without applying any validations and/or defaults. It shouldn't be considered a replacement -// for a real clientset and is mostly useful in simple unit tests. -func NewSimpleClientset(objects ...runtime.Object) *Clientset { - o := testing.NewObjectTracker(scheme, codecs.UniversalDecoder()) - for _, obj := range objects { - if err := o.Add(obj); err != nil { - panic(err) - } - } - - cs := &Clientset{tracker: o} - cs.discovery = &fakediscovery.FakeDiscovery{Fake: &cs.Fake} - cs.AddReactor("*", "*", testing.ObjectReaction(o)) - cs.AddWatchReactor("*", func(action testing.Action) (handled bool, ret watch.Interface, err error) { - gvr := action.GetResource() - ns := action.GetNamespace() - watch, err := o.Watch(gvr, ns) - if err != nil { - return false, nil, err - } - return true, watch, nil - }) - - return cs -} - -// Clientset implements clientset.Interface. Meant to be embedded into a -// struct to get a default implementation. This makes faking out just the method -// you want to test easier. -type Clientset struct { - testing.Fake - discovery *fakediscovery.FakeDiscovery - tracker testing.ObjectTracker -} - -func (c *Clientset) Discovery() discovery.DiscoveryInterface { - return c.discovery -} - -func (c *Clientset) Tracker() testing.ObjectTracker { - return c.tracker -} - -var ( - _ clientset.Interface = &Clientset{} - _ testing.FakeClient = &Clientset{} -) - -// ServingV1alpha1 retrieves the ServingV1alpha1Client -func (c *Clientset) ServingV1alpha1() servingv1alpha1.ServingV1alpha1Interface { - return &fakeservingv1alpha1.FakeServingV1alpha1{Fake: &c.Fake} -} diff --git a/pkg/clientv1alpha1/clientset/versioned/fake/register.go b/pkg/clientv1alpha1/clientset/versioned/fake/register.go deleted file mode 100644 index 6f664e402be..00000000000 --- a/pkg/clientv1alpha1/clientset/versioned/fake/register.go +++ /dev/null @@ -1,56 +0,0 @@ -/* -Copyright 2023 The KServe Authors. - -Licensed under the Apache License, Version 2.0 (the "License"); -you may not use this file except in compliance with the License. -You may obtain a copy of the License at - - http://www.apache.org/licenses/LICENSE-2.0 - -Unless required by applicable law or agreed to in writing, software -distributed under the License is distributed on an "AS IS" BASIS, -WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -See the License for the specific language governing permissions and -limitations under the License. -*/ - -// Code generated by client-gen. DO NOT EDIT. - -package fake - -import ( - servingv1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" - v1 "k8s.io/apimachinery/pkg/apis/meta/v1" - runtime "k8s.io/apimachinery/pkg/runtime" - schema "k8s.io/apimachinery/pkg/runtime/schema" - serializer "k8s.io/apimachinery/pkg/runtime/serializer" - utilruntime "k8s.io/apimachinery/pkg/util/runtime" -) - -var scheme = runtime.NewScheme() -var codecs = serializer.NewCodecFactory(scheme) - -var localSchemeBuilder = runtime.SchemeBuilder{ - servingv1alpha1.AddToScheme, -} - -// AddToScheme adds all types of this clientset into the given scheme. This allows composition -// of clientsets, like in: -// -// import ( -// "k8s.io/client-go/kubernetes" -// clientsetscheme "k8s.io/client-go/kubernetes/scheme" -// aggregatorclientsetscheme "k8s.io/kube-aggregator/pkg/client/clientset_generated/clientset/scheme" -// ) -// -// kclientset, _ := kubernetes.NewForConfig(c) -// _ = aggregatorclientsetscheme.AddToScheme(clientsetscheme.Scheme) -// -// After this, RawExtensions in Kubernetes types will serialize kube-aggregator types -// correctly. -var AddToScheme = localSchemeBuilder.AddToScheme - -func init() { - v1.AddToGroupVersion(scheme, schema.GroupVersion{Version: "v1"}) - utilruntime.Must(AddToScheme(scheme)) -} diff --git a/pkg/clientv1alpha1/clientset/versioned/scheme/register.go b/pkg/clientv1alpha1/clientset/versioned/scheme/register.go deleted file mode 100644 index 93cf6be3daf..00000000000 --- a/pkg/clientv1alpha1/clientset/versioned/scheme/register.go +++ /dev/null @@ -1,56 +0,0 @@ -/* -Copyright 2023 The KServe Authors. - -Licensed under the Apache License, Version 2.0 (the "License"); -you may not use this file except in compliance with the License. -You may obtain a copy of the License at - - http://www.apache.org/licenses/LICENSE-2.0 - -Unless required by applicable law or agreed to in writing, software -distributed under the License is distributed on an "AS IS" BASIS, -WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -See the License for the specific language governing permissions and -limitations under the License. -*/ - -// Code generated by client-gen. DO NOT EDIT. - -package scheme - -import ( - servingv1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" - v1 "k8s.io/apimachinery/pkg/apis/meta/v1" - runtime "k8s.io/apimachinery/pkg/runtime" - schema "k8s.io/apimachinery/pkg/runtime/schema" - serializer "k8s.io/apimachinery/pkg/runtime/serializer" - utilruntime "k8s.io/apimachinery/pkg/util/runtime" -) - -var Scheme = runtime.NewScheme() -var Codecs = serializer.NewCodecFactory(Scheme) -var ParameterCodec = runtime.NewParameterCodec(Scheme) -var localSchemeBuilder = runtime.SchemeBuilder{ - servingv1alpha1.AddToScheme, -} - -// AddToScheme adds all types of this clientset into the given scheme. This allows composition -// of clientsets, like in: -// -// import ( -// "k8s.io/client-go/kubernetes" -// clientsetscheme "k8s.io/client-go/kubernetes/scheme" -// aggregatorclientsetscheme "k8s.io/kube-aggregator/pkg/client/clientset_generated/clientset/scheme" -// ) -// -// kclientset, _ := kubernetes.NewForConfig(c) -// _ = aggregatorclientsetscheme.AddToScheme(clientsetscheme.Scheme) -// -// After this, RawExtensions in Kubernetes types will serialize kube-aggregator types -// correctly. -var AddToScheme = localSchemeBuilder.AddToScheme - -func init() { - v1.AddToGroupVersion(Scheme, schema.GroupVersion{Version: "v1"}) - utilruntime.Must(AddToScheme(Scheme)) -} diff --git a/pkg/clientv1alpha1/informers/externalversions/factory.go b/pkg/clientv1alpha1/informers/externalversions/factory.go deleted file mode 100644 index e066e324fad..00000000000 --- a/pkg/clientv1alpha1/informers/externalversions/factory.go +++ /dev/null @@ -1,251 +0,0 @@ -/* -Copyright 2023 The KServe Authors. - -Licensed under the Apache License, Version 2.0 (the "License"); -you may not use this file except in compliance with the License. -You may obtain a copy of the License at - - http://www.apache.org/licenses/LICENSE-2.0 - -Unless required by applicable law or agreed to in writing, software -distributed under the License is distributed on an "AS IS" BASIS, -WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -See the License for the specific language governing permissions and -limitations under the License. -*/ - -// Code generated by informer-gen. DO NOT EDIT. - -package externalversions - -import ( - reflect "reflect" - sync "sync" - time "time" - - versioned "github.com/kserve/kserve/pkg/clientv1alpha1/clientset/versioned" - internalinterfaces "github.com/kserve/kserve/pkg/clientv1alpha1/informers/externalversions/internalinterfaces" - serving "github.com/kserve/kserve/pkg/clientv1alpha1/informers/externalversions/serving" - v1 "k8s.io/apimachinery/pkg/apis/meta/v1" - runtime "k8s.io/apimachinery/pkg/runtime" - schema "k8s.io/apimachinery/pkg/runtime/schema" - cache "k8s.io/client-go/tools/cache" -) - -// SharedInformerOption defines the functional option type for SharedInformerFactory. -type SharedInformerOption func(*sharedInformerFactory) *sharedInformerFactory - -type sharedInformerFactory struct { - client versioned.Interface - namespace string - tweakListOptions internalinterfaces.TweakListOptionsFunc - lock sync.Mutex - defaultResync time.Duration - customResync map[reflect.Type]time.Duration - - informers map[reflect.Type]cache.SharedIndexInformer - // startedInformers is used for tracking which informers have been started. - // This allows Start() to be called multiple times safely. - startedInformers map[reflect.Type]bool - // wg tracks how many goroutines were started. - wg sync.WaitGroup - // shuttingDown is true when Shutdown has been called. It may still be running - // because it needs to wait for goroutines. - shuttingDown bool -} - -// WithCustomResyncConfig sets a custom resync period for the specified informer types. -func WithCustomResyncConfig(resyncConfig map[v1.Object]time.Duration) SharedInformerOption { - return func(factory *sharedInformerFactory) *sharedInformerFactory { - for k, v := range resyncConfig { - factory.customResync[reflect.TypeOf(k)] = v - } - return factory - } -} - -// WithTweakListOptions sets a custom filter on all listers of the configured SharedInformerFactory. -func WithTweakListOptions(tweakListOptions internalinterfaces.TweakListOptionsFunc) SharedInformerOption { - return func(factory *sharedInformerFactory) *sharedInformerFactory { - factory.tweakListOptions = tweakListOptions - return factory - } -} - -// WithNamespace limits the SharedInformerFactory to the specified namespace. -func WithNamespace(namespace string) SharedInformerOption { - return func(factory *sharedInformerFactory) *sharedInformerFactory { - factory.namespace = namespace - return factory - } -} - -// NewSharedInformerFactory constructs a new instance of sharedInformerFactory for all namespaces. -func NewSharedInformerFactory(client versioned.Interface, defaultResync time.Duration) SharedInformerFactory { - return NewSharedInformerFactoryWithOptions(client, defaultResync) -} - -// NewFilteredSharedInformerFactory constructs a new instance of sharedInformerFactory. -// Listers obtained via this SharedInformerFactory will be subject to the same filters -// as specified here. -// Deprecated: Please use NewSharedInformerFactoryWithOptions instead -func NewFilteredSharedInformerFactory(client versioned.Interface, defaultResync time.Duration, namespace string, tweakListOptions internalinterfaces.TweakListOptionsFunc) SharedInformerFactory { - return NewSharedInformerFactoryWithOptions(client, defaultResync, WithNamespace(namespace), WithTweakListOptions(tweakListOptions)) -} - -// NewSharedInformerFactoryWithOptions constructs a new instance of a SharedInformerFactory with additional options. -func NewSharedInformerFactoryWithOptions(client versioned.Interface, defaultResync time.Duration, options ...SharedInformerOption) SharedInformerFactory { - factory := &sharedInformerFactory{ - client: client, - namespace: v1.NamespaceAll, - defaultResync: defaultResync, - informers: make(map[reflect.Type]cache.SharedIndexInformer), - startedInformers: make(map[reflect.Type]bool), - customResync: make(map[reflect.Type]time.Duration), - } - - // Apply all options - for _, opt := range options { - factory = opt(factory) - } - - return factory -} - -func (f *sharedInformerFactory) Start(stopCh <-chan struct{}) { - f.lock.Lock() - defer f.lock.Unlock() - - if f.shuttingDown { - return - } - - for informerType, informer := range f.informers { - if !f.startedInformers[informerType] { - f.wg.Add(1) - // We need a new variable in each loop iteration, - // otherwise the goroutine would use the loop variable - // and that keeps changing. - informer := informer - go func() { - defer f.wg.Done() - informer.Run(stopCh) - }() - f.startedInformers[informerType] = true - } - } -} - -func (f *sharedInformerFactory) Shutdown() { - f.lock.Lock() - f.shuttingDown = true - f.lock.Unlock() - - // Will return immediately if there is nothing to wait for. - f.wg.Wait() -} - -func (f *sharedInformerFactory) WaitForCacheSync(stopCh <-chan struct{}) map[reflect.Type]bool { - informers := func() map[reflect.Type]cache.SharedIndexInformer { - f.lock.Lock() - defer f.lock.Unlock() - - informers := map[reflect.Type]cache.SharedIndexInformer{} - for informerType, informer := range f.informers { - if f.startedInformers[informerType] { - informers[informerType] = informer - } - } - return informers - }() - - res := map[reflect.Type]bool{} - for informType, informer := range informers { - res[informType] = cache.WaitForCacheSync(stopCh, informer.HasSynced) - } - return res -} - -// InformerFor returns the SharedIndexInformer for obj using an internal -// client. -func (f *sharedInformerFactory) InformerFor(obj runtime.Object, newFunc internalinterfaces.NewInformerFunc) cache.SharedIndexInformer { - f.lock.Lock() - defer f.lock.Unlock() - - informerType := reflect.TypeOf(obj) - informer, exists := f.informers[informerType] - if exists { - return informer - } - - resyncPeriod, exists := f.customResync[informerType] - if !exists { - resyncPeriod = f.defaultResync - } - - informer = newFunc(f.client, resyncPeriod) - f.informers[informerType] = informer - - return informer -} - -// SharedInformerFactory provides shared informers for resources in all known -// API group versions. -// -// It is typically used like this: -// -// ctx, cancel := context.Background() -// defer cancel() -// factory := NewSharedInformerFactory(client, resyncPeriod) -// defer factory.WaitForStop() // Returns immediately if nothing was started. -// genericInformer := factory.ForResource(resource) -// typedInformer := factory.SomeAPIGroup().V1().SomeType() -// factory.Start(ctx.Done()) // Start processing these informers. -// synced := factory.WaitForCacheSync(ctx.Done()) -// for v, ok := range synced { -// if !ok { -// fmt.Fprintf(os.Stderr, "caches failed to sync: %v", v) -// return -// } -// } -// -// // Creating informers can also be created after Start, but then -// // Start must be called again: -// anotherGenericInformer := factory.ForResource(resource) -// factory.Start(ctx.Done()) -type SharedInformerFactory interface { - internalinterfaces.SharedInformerFactory - - // Start initializes all requested informers. They are handled in goroutines - // which run until the stop channel gets closed. - Start(stopCh <-chan struct{}) - - // Shutdown marks a factory as shutting down. At that point no new - // informers can be started anymore and Start will return without - // doing anything. - // - // In addition, Shutdown blocks until all goroutines have terminated. For that - // to happen, the close channel(s) that they were started with must be closed, - // either before Shutdown gets called or while it is waiting. - // - // Shutdown may be called multiple times, even concurrently. All such calls will - // block until all goroutines have terminated. - Shutdown() - - // WaitForCacheSync blocks until all started informers' caches were synced - // or the stop channel gets closed. - WaitForCacheSync(stopCh <-chan struct{}) map[reflect.Type]bool - - // ForResource gives generic access to a shared informer of the matching type. - ForResource(resource schema.GroupVersionResource) (GenericInformer, error) - - // InformerFor returns the SharedIndexInformer for obj using an internal - // client. - InformerFor(obj runtime.Object, newFunc internalinterfaces.NewInformerFunc) cache.SharedIndexInformer - - Serving() serving.Interface -} - -func (f *sharedInformerFactory) Serving() serving.Interface { - return serving.New(f, f.namespace, f.tweakListOptions) -} diff --git a/pkg/clientv1alpha1/informers/externalversions/generic.go b/pkg/clientv1alpha1/informers/externalversions/generic.go deleted file mode 100644 index e07a681ded4..00000000000 --- a/pkg/clientv1alpha1/informers/externalversions/generic.go +++ /dev/null @@ -1,70 +0,0 @@ -/* -Copyright 2023 The KServe Authors. - -Licensed under the Apache License, Version 2.0 (the "License"); -you may not use this file except in compliance with the License. -You may obtain a copy of the License at - - http://www.apache.org/licenses/LICENSE-2.0 - -Unless required by applicable law or agreed to in writing, software -distributed under the License is distributed on an "AS IS" BASIS, -WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -See the License for the specific language governing permissions and -limitations under the License. -*/ - -// Code generated by informer-gen. DO NOT EDIT. - -package externalversions - -import ( - "fmt" - - v1alpha1 "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" - schema "k8s.io/apimachinery/pkg/runtime/schema" - cache "k8s.io/client-go/tools/cache" -) - -// GenericInformer is type of SharedIndexInformer which will locate and delegate to other -// sharedInformers based on type -type GenericInformer interface { - Informer() cache.SharedIndexInformer - Lister() cache.GenericLister -} - -type genericInformer struct { - informer cache.SharedIndexInformer - resource schema.GroupResource -} - -// Informer returns the SharedIndexInformer. -func (f *genericInformer) Informer() cache.SharedIndexInformer { - return f.informer -} - -// Lister returns the GenericLister. -func (f *genericInformer) Lister() cache.GenericLister { - return cache.NewGenericLister(f.Informer().GetIndexer(), f.resource) -} - -// ForResource gives generic access to a shared informer of the matching type -// TODO extend this to unknown resources with a client pool -func (f *sharedInformerFactory) ForResource(resource schema.GroupVersionResource) (GenericInformer, error) { - switch resource { - // Group=serving.kserve.io, Version=v1alpha1 - case v1alpha1.SchemeGroupVersion.WithResource("clusterservingruntimes"): - return &genericInformer{resource: resource.GroupResource(), informer: f.Serving().V1alpha1().ClusterServingRuntimes().Informer()}, nil - case v1alpha1.SchemeGroupVersion.WithResource("clusterstoragecontainers"): - return &genericInformer{resource: resource.GroupResource(), informer: f.Serving().V1alpha1().ClusterStorageContainers().Informer()}, nil - case v1alpha1.SchemeGroupVersion.WithResource("inferencegraphs"): - return &genericInformer{resource: resource.GroupResource(), informer: f.Serving().V1alpha1().InferenceGraphs().Informer()}, nil - case v1alpha1.SchemeGroupVersion.WithResource("servingruntimes"): - return &genericInformer{resource: resource.GroupResource(), informer: f.Serving().V1alpha1().ServingRuntimes().Informer()}, nil - case v1alpha1.SchemeGroupVersion.WithResource("trainedmodels"): - return &genericInformer{resource: resource.GroupResource(), informer: f.Serving().V1alpha1().TrainedModels().Informer()}, nil - - } - - return nil, fmt.Errorf("no informer found for %v", resource) -} diff --git a/pkg/clientv1alpha1/informers/externalversions/internalinterfaces/factory_interfaces.go b/pkg/clientv1alpha1/informers/externalversions/internalinterfaces/factory_interfaces.go deleted file mode 100644 index eabe8355bcb..00000000000 --- a/pkg/clientv1alpha1/informers/externalversions/internalinterfaces/factory_interfaces.go +++ /dev/null @@ -1,40 +0,0 @@ -/* -Copyright 2023 The KServe Authors. - -Licensed under the Apache License, Version 2.0 (the "License"); -you may not use this file except in compliance with the License. -You may obtain a copy of the License at - - http://www.apache.org/licenses/LICENSE-2.0 - -Unless required by applicable law or agreed to in writing, software -distributed under the License is distributed on an "AS IS" BASIS, -WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -See the License for the specific language governing permissions and -limitations under the License. -*/ - -// Code generated by informer-gen. DO NOT EDIT. - -package internalinterfaces - -import ( - time "time" - - versioned "github.com/kserve/kserve/pkg/clientv1alpha1/clientset/versioned" - v1 "k8s.io/apimachinery/pkg/apis/meta/v1" - runtime "k8s.io/apimachinery/pkg/runtime" - cache "k8s.io/client-go/tools/cache" -) - -// NewInformerFunc takes versioned.Interface and time.Duration to return a SharedIndexInformer. -type NewInformerFunc func(versioned.Interface, time.Duration) cache.SharedIndexInformer - -// SharedInformerFactory a small interface to allow for adding an informer without an import cycle -type SharedInformerFactory interface { - Start(stopCh <-chan struct{}) - InformerFor(obj runtime.Object, newFunc NewInformerFunc) cache.SharedIndexInformer -} - -// TweakListOptionsFunc is a function that transforms a v1.ListOptions. -type TweakListOptionsFunc func(*v1.ListOptions) diff --git a/pkg/clientv1alpha1/informers/externalversions/serving/interface.go b/pkg/clientv1alpha1/informers/externalversions/serving/interface.go deleted file mode 100644 index 7b887e328c8..00000000000 --- a/pkg/clientv1alpha1/informers/externalversions/serving/interface.go +++ /dev/null @@ -1,46 +0,0 @@ -/* -Copyright 2023 The KServe Authors. - -Licensed under the Apache License, Version 2.0 (the "License"); -you may not use this file except in compliance with the License. -You may obtain a copy of the License at - - http://www.apache.org/licenses/LICENSE-2.0 - -Unless required by applicable law or agreed to in writing, software -distributed under the License is distributed on an "AS IS" BASIS, -WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -See the License for the specific language governing permissions and -limitations under the License. -*/ - -// Code generated by informer-gen. DO NOT EDIT. - -package serving - -import ( - internalinterfaces "github.com/kserve/kserve/pkg/clientv1alpha1/informers/externalversions/internalinterfaces" - v1alpha1 "github.com/kserve/kserve/pkg/clientv1alpha1/informers/externalversions/serving/v1alpha1" -) - -// Interface provides access to each of this group's versions. -type Interface interface { - // V1alpha1 provides access to shared informers for resources in V1alpha1. - V1alpha1() v1alpha1.Interface -} - -type group struct { - factory internalinterfaces.SharedInformerFactory - namespace string - tweakListOptions internalinterfaces.TweakListOptionsFunc -} - -// New returns a new Interface. -func New(f internalinterfaces.SharedInformerFactory, namespace string, tweakListOptions internalinterfaces.TweakListOptionsFunc) Interface { - return &group{factory: f, namespace: namespace, tweakListOptions: tweakListOptions} -} - -// V1alpha1 returns a new v1alpha1.Interface. -func (g *group) V1alpha1() v1alpha1.Interface { - return v1alpha1.New(g.factory, g.namespace, g.tweakListOptions) -} diff --git a/pkg/constants/constants.go b/pkg/constants/constants.go index 390ac4088bb..5531b4ac998 100644 --- a/pkg/constants/constants.go +++ b/pkg/constants/constants.go @@ -73,6 +73,12 @@ const ( AgentModelDirArgName = "--model-dir" ) +// InferenceLogger Constants +const ( + LoggerCaBundleVolume = "agent-ca-bundle" + LoggerCaCertMountPath = "/etc/tls/logger" +) + // InferenceService Annotations var ( InferenceServiceGKEAcceleratorAnnotationKey = KServeAPIGroupName + "/gke-accelerator" @@ -91,6 +97,7 @@ var ( KServeContainerPrometheusPathKey = "prometheus.kserve.io/path" PrometheusPortAnnotationKey = "prometheus.io/port" PrometheusPathAnnotationKey = "prometheus.io/path" + StorageReadonlyAnnotationKey = "storage.kserve.io/readonly" DefaultPrometheusPath = "/metrics" QueueProxyAggregatePrometheusMetricsPort = 9088 DefaultPodPrometheusPort = "9091" @@ -106,6 +113,7 @@ var ( LoggerInternalAnnotationKey = InferenceServiceInternalAnnotationsPrefix + "/logger" LoggerSinkUrlInternalAnnotationKey = InferenceServiceInternalAnnotationsPrefix + "/logger-sink-url" LoggerModeInternalAnnotationKey = InferenceServiceInternalAnnotationsPrefix + "/logger-mode" + LoggerMetadataHeadersInternalAnnotationKey = InferenceServiceInternalAnnotationsPrefix + "/logger-metadata-headers" BatcherInternalAnnotationKey = InferenceServiceInternalAnnotationsPrefix + "/batcher" BatcherMaxBatchSizeInternalAnnotationKey = InferenceServiceInternalAnnotationsPrefix + "/batcher-max-batchsize" BatcherMaxLatencyInternalAnnotationKey = InferenceServiceInternalAnnotationsPrefix + "/batcher-max-latency" @@ -115,6 +123,8 @@ var ( AgentModelDirAnnotationKey = InferenceServiceInternalAnnotationsPrefix + "/modelDir" PredictorHostAnnotationKey = InferenceServiceInternalAnnotationsPrefix + "/predictor-host" PredictorProtocolAnnotationKey = InferenceServiceInternalAnnotationsPrefix + "/predictor-protocol" + LocalModelLabel = InferenceServiceInternalAnnotationsPrefix + "/localmodel" + LocalModelSourceUriAnnotationKey = InferenceServiceInternalAnnotationsPrefix + "/localmodel-sourceuri" ) // kserve networking constants @@ -122,6 +132,8 @@ const ( NetworkVisibility = "networking.kserve.io/visibility" ClusterLocalVisibility = "cluster-local" ClusterLocalDomain = "svc.cluster.local" + IsvcNameHeader = "KServe-Isvc-Name" + IsvcNamespaceHeader = "KServe-Isvc-Namespace" ) // StorageSpec Constants @@ -443,6 +455,7 @@ const ( const ( IstioVirtualServiceKind = "VirtualService" KnativeServiceKind = "Service" + ClusterLocalModelKind = "ClusterLocalModel" ) // GetRawServiceLabel generate native service label @@ -552,6 +565,10 @@ func ExplainPrefix() string { return "^/v1/models/[\\w-]+:explain$" } +func PathBasedExplainPrefix() string { + return "(/v1/models/[\\w-]+:explain)$" +} + func VirtualServiceHostname(name string, predictorHostName string) string { index := strings.Index(predictorHostName, ".") return name + predictorHostName[index:] @@ -579,13 +596,13 @@ const portMatch = `(?::\d{1,5})?` // HostRegExp returns an ECMAScript regular expression to match either host or host: // for clusterLocalHost, we will also match the prefixes. func HostRegExp(host string) string { - localDomainSuffix := ".svc." + network.GetClusterDomainName() + localDomainSuffix := "(?i).svc." + network.GetClusterDomainName() if !strings.HasSuffix(host, localDomainSuffix) { return exact(regexp.QuoteMeta(host) + portMatch) } prefix := regexp.QuoteMeta(strings.TrimSuffix(host, localDomainSuffix)) - clusterSuffix := regexp.QuoteMeta("." + network.GetClusterDomainName()) - svcSuffix := regexp.QuoteMeta(".svc") + clusterSuffix := regexp.QuoteMeta("(?i)." + network.GetClusterDomainName()) + svcSuffix := regexp.QuoteMeta("(?i).svc") return exact(prefix + optional(svcSuffix+optional(clusterSuffix)) + portMatch) } diff --git a/pkg/controller/v1alpha1/inferencegraph/controller.go b/pkg/controller/v1alpha1/inferencegraph/controller.go index 56adeb8442f..cbbeb78e6c1 100644 --- a/pkg/controller/v1alpha1/inferencegraph/controller.go +++ b/pkg/controller/v1alpha1/inferencegraph/controller.go @@ -198,7 +198,7 @@ func (r *InferenceGraphReconciler) Reconcile(ctx context.Context, req ctrl.Reque } else { // Abort if Knative Services are not available ksvcAvailable, checkKsvcErr := utils.IsCrdAvailable(r.ClientConfig, knservingv1.SchemeGroupVersion.String(), constants.KnativeServiceKind) - if err != nil { + if checkKsvcErr != nil { return reconcile.Result{}, checkKsvcErr } @@ -208,7 +208,6 @@ func (r *InferenceGraphReconciler) Reconcile(ctx context.Context, req ctrl.Reque return reconcile.Result{Requeue: false}, reconcile.TerminalError(fmt.Errorf("the resolved deployment mode of InferenceGraph '%s' is Serverless, but Knative Serving is not available", graph.Name)) } - // @TODO check raw deployment mode desired := createKnativeService(graph.ObjectMeta, graph, routerConfig) err = controllerutil.SetControllerReference(graph, desired, r.Scheme) if err != nil { diff --git a/pkg/controller/v1alpha1/inferencegraph/controller_test.go b/pkg/controller/v1alpha1/inferencegraph/controller_test.go index 6f6c62856fe..5ee18d38dbd 100644 --- a/pkg/controller/v1alpha1/inferencegraph/controller_test.go +++ b/pkg/controller/v1alpha1/inferencegraph/controller_test.go @@ -19,11 +19,14 @@ package inferencegraph import ( "context" "fmt" + "time" + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" "github.com/kserve/kserve/pkg/constants" "github.com/kserve/kserve/pkg/utils" . "github.com/onsi/ginkgo/v2" . "github.com/onsi/gomega" + "google.golang.org/protobuf/proto" appsv1 "k8s.io/api/apps/v1" v1 "k8s.io/api/core/v1" "k8s.io/apimachinery/pkg/api/resource" @@ -33,7 +36,6 @@ import ( knservingv1 "knative.dev/serving/pkg/apis/serving/v1" "sigs.k8s.io/controller-runtime/pkg/client" "sigs.k8s.io/controller-runtime/pkg/reconcile" - "time" ) var _ = Describe("Inference Graph controller test", func() { @@ -164,8 +166,18 @@ var _ = Describe("Inference Graph controller test", func() { v1.ResourceMemory: resource.MustParse("100Mi"), }, }, + SecurityContext: &v1.SecurityContext{ + Privileged: proto.Bool(false), + RunAsNonRoot: proto.Bool(true), + ReadOnlyRootFilesystem: proto.Bool(true), + AllowPrivilegeEscalation: proto.Bool(false), + Capabilities: &v1.Capabilities{ + Drop: []v1.Capability{v1.Capability("ALL")}, + }, + }, }, }, + AutomountServiceAccountToken: proto.Bool(false), }, }, }, @@ -236,10 +248,7 @@ var _ = Describe("Inference Graph controller test", func() { inferenceGraphSubmitted := &v1alpha1.InferenceGraph{} Eventually(func() bool { err := k8sClient.Get(ctx, serviceKey, inferenceGraphSubmitted) - if err != nil { - return false - } - return true + return err == nil }, timeout, interval).Should(BeTrue()) actualKnServiceCreated := &knservingv1.Service{} @@ -293,8 +302,18 @@ var _ = Describe("Inference Graph controller test", func() { v1.ResourceMemory: resource.MustParse("123Mi"), }, }, + SecurityContext: &v1.SecurityContext{ + Privileged: proto.Bool(false), + RunAsNonRoot: proto.Bool(true), + ReadOnlyRootFilesystem: proto.Bool(true), + AllowPrivilegeEscalation: proto.Bool(false), + Capabilities: &v1.Capabilities{ + Drop: []v1.Capability{v1.Capability("ALL")}, + }, + }, }, }, + AutomountServiceAccountToken: proto.Bool(false), }, }, }, @@ -379,10 +398,7 @@ var _ = Describe("Inference Graph controller test", func() { inferenceGraphSubmitted := &v1alpha1.InferenceGraph{} Eventually(func() bool { err := k8sClient.Get(ctx, serviceKey, inferenceGraphSubmitted) - if err != nil { - return false - } - return true + return err == nil }, timeout, interval).Should(BeTrue()) actualKnServiceCreated := &knservingv1.Service{} @@ -436,6 +452,15 @@ var _ = Describe("Inference Graph controller test", func() { v1.ResourceMemory: resource.MustParse("100Mi"), }, }, + SecurityContext: &v1.SecurityContext{ + Privileged: proto.Bool(false), + RunAsNonRoot: proto.Bool(true), + ReadOnlyRootFilesystem: proto.Bool(true), + AllowPrivilegeEscalation: proto.Bool(false), + Capabilities: &v1.Capabilities{ + Drop: []v1.Capability{v1.Capability("ALL")}, + }, + }, }, }, Affinity: &v1.Affinity{ @@ -461,6 +486,7 @@ var _ = Describe("Inference Graph controller test", func() { }, }, }, + AutomountServiceAccountToken: proto.Bool(false), }, }, }, @@ -633,9 +659,6 @@ var _ = Describe("Inference Graph controller test", func() { if err != nil { return false } - if events == nil { - return false - } for _, event := range events.Items { if event.InvolvedObject.Kind == "InferenceGraph" && diff --git a/pkg/controller/v1alpha1/inferencegraph/knative_reconciler.go b/pkg/controller/v1alpha1/inferencegraph/knative_reconciler.go index 26ca261d2b6..b61790bbd1b 100644 --- a/pkg/controller/v1alpha1/inferencegraph/knative_reconciler.go +++ b/pkg/controller/v1alpha1/inferencegraph/knative_reconciler.go @@ -194,9 +194,19 @@ func createKnativeService(componentMeta metav1.ObjectMeta, graph *v1alpha1api.In string(bytes), }, Resources: constructResourceRequirements(*graph, *config), + SecurityContext: &v1.SecurityContext{ + Privileged: proto.Bool(false), + RunAsNonRoot: proto.Bool(true), + ReadOnlyRootFilesystem: proto.Bool(true), + AllowPrivilegeEscalation: proto.Bool(false), + Capabilities: &v1.Capabilities{ + Drop: []v1.Capability{v1.Capability("ALL")}, + }, + }, }, }, - Affinity: graph.Spec.Affinity, + Affinity: graph.Spec.Affinity, + AutomountServiceAccountToken: proto.Bool(false), // Inference graph does not need access to api server }, }, }, diff --git a/pkg/controller/v1alpha1/inferencegraph/raw_ig.go b/pkg/controller/v1alpha1/inferencegraph/raw_ig.go index a001c9c599f..e6e0965a45b 100644 --- a/pkg/controller/v1alpha1/inferencegraph/raw_ig.go +++ b/pkg/controller/v1alpha1/inferencegraph/raw_ig.go @@ -21,6 +21,7 @@ import ( "strings" "github.com/pkg/errors" + "google.golang.org/protobuf/proto" appsv1 "k8s.io/api/apps/v1" v1 "k8s.io/api/core/v1" metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" @@ -63,9 +64,19 @@ func createInferenceGraphPodSpec(graph *v1alpha1api.InferenceGraph, config *Rout string(bytes), }, Resources: constructResourceRequirements(*graph, *config), + SecurityContext: &v1.SecurityContext{ + Privileged: proto.Bool(false), + RunAsNonRoot: proto.Bool(true), + ReadOnlyRootFilesystem: proto.Bool(true), + AllowPrivilegeEscalation: proto.Bool(false), + Capabilities: &v1.Capabilities{ + Drop: []v1.Capability{v1.Capability("ALL")}, + }, + }, }, }, - Affinity: graph.Spec.Affinity, + Affinity: graph.Spec.Affinity, + AutomountServiceAccountToken: proto.Bool(false), // Inference graph does not need access to api server } // Only adding this env variable "PROPAGATE_HEADERS" if router's headers config has the key "propagate" diff --git a/pkg/controller/v1alpha1/inferencegraph/raw_ig_test.go b/pkg/controller/v1alpha1/inferencegraph/raw_ig_test.go index f27ae63a9be..0a26c740b86 100644 --- a/pkg/controller/v1alpha1/inferencegraph/raw_ig_test.go +++ b/pkg/controller/v1alpha1/inferencegraph/raw_ig_test.go @@ -17,17 +17,19 @@ limitations under the License. package inferencegraph import ( + "testing" + "github.com/google/go-cmp/cmp" . "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" "github.com/kserve/kserve/pkg/apis/serving/v1beta1" "github.com/kserve/kserve/pkg/constants" + "google.golang.org/protobuf/proto" appsv1 "k8s.io/api/apps/v1" v1 "k8s.io/api/core/v1" "k8s.io/apimachinery/pkg/api/resource" metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" "knative.dev/pkg/apis" duckv1 "knative.dev/pkg/apis/duck/v1" - "testing" ) func TestCreateInferenceGraphPodSpec(t *testing.T) { @@ -160,8 +162,18 @@ func TestCreateInferenceGraphPodSpec(t *testing.T) { v1.ResourceMemory: resource.MustParse("100Mi"), }, }, + SecurityContext: &v1.SecurityContext{ + Privileged: proto.Bool(false), + RunAsNonRoot: proto.Bool(true), + ReadOnlyRootFilesystem: proto.Bool(true), + AllowPrivilegeEscalation: proto.Bool(false), + Capabilities: &v1.Capabilities{ + Drop: []v1.Capability{v1.Capability("ALL")}, + }, + }, }, }, + AutomountServiceAccountToken: proto.Bool(false), }, "basicgraphwithheaders": { Containers: []v1.Container{ @@ -188,8 +200,18 @@ func TestCreateInferenceGraphPodSpec(t *testing.T) { v1.ResourceMemory: resource.MustParse("100Mi"), }, }, + SecurityContext: &v1.SecurityContext{ + Privileged: proto.Bool(false), + RunAsNonRoot: proto.Bool(true), + ReadOnlyRootFilesystem: proto.Bool(true), + AllowPrivilegeEscalation: proto.Bool(false), + Capabilities: &v1.Capabilities{ + Drop: []v1.Capability{v1.Capability("ALL")}, + }, + }, }, }, + AutomountServiceAccountToken: proto.Bool(false), }, "withresource": { Containers: []v1.Container{ @@ -210,8 +232,18 @@ func TestCreateInferenceGraphPodSpec(t *testing.T) { v1.ResourceMemory: resource.MustParse("100Mi"), }, }, + SecurityContext: &v1.SecurityContext{ + Privileged: proto.Bool(false), + RunAsNonRoot: proto.Bool(true), + ReadOnlyRootFilesystem: proto.Bool(true), + AllowPrivilegeEscalation: proto.Bool(false), + Capabilities: &v1.Capabilities{ + Drop: []v1.Capability{v1.Capability("ALL")}, + }, + }, }, }, + AutomountServiceAccountToken: proto.Bool(false), }, } diff --git a/pkg/controller/v1alpha1/inferencegraph/suite_test.go b/pkg/controller/v1alpha1/inferencegraph/suite_test.go index 30f0a941806..9e653c69e89 100644 --- a/pkg/controller/v1alpha1/inferencegraph/suite_test.go +++ b/pkg/controller/v1alpha1/inferencegraph/suite_test.go @@ -18,6 +18,7 @@ package inferencegraph import ( "context" + "path/filepath" "testing" . "github.com/onsi/ginkgo/v2" @@ -63,7 +64,10 @@ var _ = BeforeSuite(func() { logf.SetLogger(zap.New(zap.WriteTo(GinkgoWriter), zap.UseDevMode(true))) ctx, cancel = context.WithCancel(context.TODO()) By("bootstrapping test environment") - testEnv = pkgtest.SetupEnvTest() + crdDirectoryPaths := []string{ + filepath.Join("..", "..", "..", "..", "test", "crds"), + } + testEnv = pkgtest.SetupEnvTest(crdDirectoryPaths) cfg, err := testEnv.Start() Expect(err).ToNot(HaveOccurred()) Expect(cfg).ToNot(BeNil()) diff --git a/pkg/controller/v1alpha1/localmodel/controller.go b/pkg/controller/v1alpha1/localmodel/controller.go new file mode 100644 index 00000000000..5664e19eeea --- /dev/null +++ b/pkg/controller/v1alpha1/localmodel/controller.go @@ -0,0 +1,682 @@ +/* +Copyright 2024 The KServe Authors. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +// +kubebuilder:rbac:groups=serving.kserve.io,resources=inferenceservices,verbs=get;list;watch +// +kubebuilder:rbac:groups=serving.kserve.io,resources=localmodelnodegroups,verbs=get;list;watch +// +kubebuilder:rbac:groups=serving.kserve.io,resources=clusterlocalmodels,verbs=get;list;watch;create;update;patch;delete +// +kubebuilder:rbac:groups=serving.kserve.io,resources=clusterlocalmodels/status,verbs=get;update;patch +// +kubebuilder:rbac:groups=serving.kserve.io,resources=clusterstoragecontainers,verbs=get;list;watch +// +kubebuilder:rbac:groups=core,resources=configmaps,verbs=get +// +kubebuilder:rbac:groups=core,resources=nodes,verbs=get;list;watch +// +kubebuilder:rbac:groups=core,resources=nodes/status,verbs=get;watch +// +kubebuilder:rbac:groups=batch,resources=jobs,verbs=get;list;watch;create;update;patch;delete +// +kubebuilder:rbac:groups=batch,resources=jobs/status,verbs=get +// +kubebuilder:rbac:groups=core,resources=persistentvolumes,verbs=get;list;watch;create;update;patch;delete +// +kubebuilder:rbac:groups=core,resources=persistentvolumeclaims,verbs=get;list;watch;create;update;patch;delete +package localmodel + +import ( + "context" + "fmt" + "reflect" + + "github.com/go-logr/logr" + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" + v1alpha1api "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" + "github.com/kserve/kserve/pkg/apis/serving/v1beta1" + "github.com/kserve/kserve/pkg/constants" + "github.com/kserve/kserve/pkg/utils" + batchv1 "k8s.io/api/batch/v1" + v1 "k8s.io/api/core/v1" + apierr "k8s.io/apimachinery/pkg/api/errors" + metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" + "k8s.io/apimachinery/pkg/runtime" + "k8s.io/apimachinery/pkg/types" + "k8s.io/client-go/kubernetes" + "k8s.io/component-helpers/scheduling/corev1" + ctrl "sigs.k8s.io/controller-runtime" + "sigs.k8s.io/controller-runtime/pkg/builder" + "sigs.k8s.io/controller-runtime/pkg/client" + "sigs.k8s.io/controller-runtime/pkg/controller/controllerutil" + "sigs.k8s.io/controller-runtime/pkg/event" + "sigs.k8s.io/controller-runtime/pkg/handler" + "sigs.k8s.io/controller-runtime/pkg/predicate" + "sigs.k8s.io/controller-runtime/pkg/reconcile" +) + +type LocalModelReconciler struct { + client.Client + Clientset *kubernetes.Clientset + Log logr.Logger + Scheme *runtime.Scheme +} + +var ( + ownerKey = ".metadata.controller" + localModelKey = ".localmodel" + apiGVStr = v1alpha1api.SchemeGroupVersion.String() + modelCacheCRName = "ClusterLocalModel" + finalizerName = "localmodel.kserve.io/finalizer" + defaultJobImage = "kserve/storage-initializer:latest" // Could be overwritten by the value in the configmap + FSGroup *int64 // Could be overwritten by the value in the configmap +) + +// The localmodel is being deleted +func (c *LocalModelReconciler) deleteModelFromNodes(localModel *v1alpha1.ClusterLocalModel, jobNamespace string) (ctrl.Result, error) { + // finalizer does not exists, nothing to do here! + if !utils.Includes(localModel.ObjectMeta.Finalizers, finalizerName) { + return ctrl.Result{}, nil + } + c.Log.Info("deleting model", "name", localModel.Name) + + // Todo: Prevent deletion if there are isvcs using this localmodel + + allDone := true + for node := range localModel.Status.NodeStatus { + jobName := localModel.Name + "-" + node + "-delete" + + job, err := c.launchDeletionJob(jobName, jobNamespace, localModel, localModel.Spec.SourceModelUri, localModel.Name, node) + if err != nil { + c.Log.Error(err, "Deletion Job err", "name", jobName) + return ctrl.Result{}, err + } + switch { + case job.Status.Succeeded > 0: + c.Log.Info("Deletion Job succeeded", "name", jobName) + localModel.Status.NodeStatus[node] = v1alpha1api.NodeDeleted + case job.Status.Failed > 0: + allDone = false + localModel.Status.NodeStatus[node] = v1alpha1api.NodeDeletionError + default: + allDone = false + localModel.Status.NodeStatus[node] = v1alpha1api.NodeDeleting + } + } + if allDone { + patch := client.MergeFrom(localModel.DeepCopy()) + // remove our finalizer from the list and update it. + localModel.ObjectMeta.Finalizers = utils.RemoveString(localModel.ObjectMeta.Finalizers, finalizerName) + if err := c.Patch(context.Background(), localModel, patch); err != nil { + c.Log.Error(err, "Cannot remove finalizer", "model name", localModel.Name) + return ctrl.Result{}, err + } + } + if err := c.Status().Update(context.Background(), localModel); err != nil { + return ctrl.Result{}, err + } + + // Stop reconciliation as the item is being deleted + return ctrl.Result{}, nil +} + +// Creates a PV and set the localModel as its controller +func (c *LocalModelReconciler) createPV(spec v1.PersistentVolume, localModel *v1alpha1.ClusterLocalModel) error { + persistentVolumes := c.Clientset.CoreV1().PersistentVolumes() + if _, err := persistentVolumes.Get(context.TODO(), spec.Name, metav1.GetOptions{}); err != nil { + if !apierr.IsNotFound(err) { + c.Log.Error(err, "Failed to get PV") + return err + } + c.Log.Info("Create PV", "name", spec.Name) + if err := controllerutil.SetControllerReference(localModel, &spec, c.Scheme); err != nil { + c.Log.Error(err, "Failed to set controller reference") + return err + } + if _, err := persistentVolumes.Create(context.TODO(), &spec, metav1.CreateOptions{}); err != nil { + c.Log.Error(err, "Failed to create PV", "name", spec.Name) + return err + } + } + return nil +} + +// Creates a PVC and sets the localModel as its controller +func (c *LocalModelReconciler) createPVC(spec v1.PersistentVolumeClaim, namespace string, localModel *v1alpha1.ClusterLocalModel) error { + persistentVolumeClaims := c.Clientset.CoreV1().PersistentVolumeClaims(namespace) + if _, err := persistentVolumeClaims.Get(context.TODO(), spec.Name, metav1.GetOptions{}); err != nil { + if !apierr.IsNotFound(err) { + c.Log.Error(err, "Failed to get PVC") + return err + } + c.Log.Info("Create PVC", "name", spec.Name, "namespace", namespace) + if err := controllerutil.SetControllerReference(localModel, &spec, c.Scheme); err != nil { + c.Log.Error(err, "Set controller reference") + return err + } + if _, err := persistentVolumeClaims.Create(context.TODO(), &spec, metav1.CreateOptions{}); err != nil { + c.Log.Error(err, "Failed to create PVC", "name", spec.Name) + return err + } + } + return nil +} + +func (c *LocalModelReconciler) DownloadModel(ctx context.Context, localModel *v1alpha1api.ClusterLocalModel, nodeGroup *v1alpha1api.LocalModelNodeGroup, pvc v1.PersistentVolumeClaim, jobNamespace string) error { + readyNodes, notReadyNodes, err := getNodesFromNodeGroup(nodeGroup, c.Client) + if err != nil { + return err + } + c.Log.Info("Downloading to nodes", "node count", len(readyNodes.Items)) + + if localModel.Status.NodeStatus == nil { + localModel.Status.NodeStatus = make(map[string]v1alpha1api.NodeStatus) + } + for _, node := range notReadyNodes.Items { + if _, ok := localModel.Status.NodeStatus[node.Name]; !ok { + localModel.Status.NodeStatus[node.Name] = v1alpha1api.NodeNotReady + } + } + for _, node := range readyNodes.Items { + if status, ok := localModel.Status.NodeStatus[node.Name]; ok { + if status == v1alpha1api.NodeDownloaded { + continue + } + } + jobName := localModel.Name + "-" + node.Name + c.Log.Info("Launch download job", "name", jobName) + job, err := c.launchDownloadJob(jobName, jobNamespace, localModel, localModel.Spec.SourceModelUri, pvc.Name, node.Name) + if err != nil { + c.Log.Error(err, "Job error", "name", jobName) + return err + } + switch { + case job.Status.Succeeded > 0: + localModel.Status.NodeStatus[node.Name] = v1alpha1api.NodeDownloaded + case job.Status.Failed > 0: + localModel.Status.NodeStatus[node.Name] = v1alpha1api.NodeDownloadError + case job.Status.Ready != nil && *job.Status.Ready > 0: + localModel.Status.NodeStatus[node.Name] = v1alpha1api.NodeDownloading + default: + localModel.Status.NodeStatus[node.Name] = v1alpha1api.NodeDownloadPending + } + } + + successfulNodes := 0 + failedNodes := 0 + for _, status := range localModel.Status.NodeStatus { + switch status { + case v1alpha1api.NodeDownloaded: + successfulNodes += 1 + case v1alpha1api.NodeDownloadError: + failedNodes += 1 + } + } + localModel.Status.ModelCopies = &v1alpha1api.ModelCopies{Total: len(localModel.Status.NodeStatus), Available: successfulNodes, Failed: failedNodes} + c.Log.Info("Update model cache status", "name", localModel.Name) + if err := c.Status().Update(context.Background(), localModel); err != nil { + c.Log.Error(err, "Update model cache status error", "name", localModel.Name) + return err + } + return nil +} + +// Get all isvcs with model cache enabled, create pvs and pvcs, remove pvs and pvcs in namespaces without isvcs. +func (c *LocalModelReconciler) ReconcileForIsvcs(ctx context.Context, localModel *v1alpha1api.ClusterLocalModel, nodeGroup *v1alpha1api.LocalModelNodeGroup, jobNamespace string) error { + isvcs := &v1beta1.InferenceServiceList{} + if err := c.Client.List(context.TODO(), isvcs, client.MatchingFields{localModelKey: localModel.Name}); err != nil { + c.Log.Error(err, "List isvc error") + return err + } + isvcNames := []v1alpha1.NamespacedName{} + // namespaces with isvcs deployed + namespaces := make(map[string]struct{}) + for _, isvc := range isvcs.Items { + isvcNames = append(isvcNames, v1alpha1.NamespacedName{Name: isvc.Name, Namespace: isvc.Namespace}) + namespaces[isvc.Namespace] = struct{}{} + } + localModel.Status.InferenceServices = isvcNames + if err := c.Status().Update(context.TODO(), localModel); err != nil { + c.Log.Error(err, "cannot update status", "name", localModel.Name) + } + + // Remove PVs and PVCs if the namespace does not have isvcs + pvcs := v1.PersistentVolumeClaimList{} + if err := c.List(ctx, &pvcs, client.MatchingFields{ownerKey: localModel.Name}); err != nil { + c.Log.Error(err, "unable to list PVCs", "name", localModel.Name) + return err + } + for _, pvc := range pvcs.Items { + if _, ok := namespaces[pvc.Namespace]; !ok { + if pvc.Namespace == jobNamespace { + // Keep PVCs in modelCacheNamespace as they don't have a corresponding inference service + continue + } + c.Log.Info("deleting pvc ", "name", pvc.Name, "namespace", pvc.Namespace) + persistentVolumeClaims := c.Clientset.CoreV1().PersistentVolumeClaims(pvc.Namespace) + if err := persistentVolumeClaims.Delete(context.TODO(), pvc.Name, metav1.DeleteOptions{}); err != nil { + c.Log.Error(err, "deleting PVC ", "name", pvc.Name, "namespace", pvc.Namespace) + } + c.Log.Info("deleting pv", "name", pvc.Name+"-"+pvc.Namespace) + persistentVolumes := c.Clientset.CoreV1().PersistentVolumes() + if err := persistentVolumes.Delete(context.TODO(), pvc.Name+"-"+pvc.Namespace, metav1.DeleteOptions{}); err != nil { + c.Log.Error(err, "deleting PV err") + } + } + } + + for namespace := range namespaces { + pv := v1.PersistentVolume{ + ObjectMeta: metav1.ObjectMeta{ + Name: localModel.Name + "-" + namespace, + }, + Spec: nodeGroup.Spec.PersistentVolumeSpec, + } + if err := c.createPV(pv, localModel); err != nil { + c.Log.Error(err, "Create PV err", "name", pv.Name) + } + + pvc := v1.PersistentVolumeClaim{ + ObjectMeta: metav1.ObjectMeta{ + Name: localModel.Name, + Namespace: namespace, + }, + Spec: nodeGroup.Spec.PersistentVolumeClaimSpec, + } + pvc.Spec.VolumeName = pv.Name + if err := c.createPVC(pvc, namespace, localModel); err != nil { + c.Log.Error(err, "Create PVC err", "name", pvc.Name) + } + } + return nil +} + +// Step 1 - Checks if the CR is in the deletion process, if so, it creates deletion jobs to delete models on all nodes. +// Step 2 - Creates PV & PVC for model download +// Step 3 - Creates Jobs on all nodes to download models +// Step 4 - Creates PV & PVCs for namespaces with isvcs using this cached model +func (c *LocalModelReconciler) Reconcile(ctx context.Context, req ctrl.Request) (ctrl.Result, error) { + c.Log.Info("Reconciling localmodel", "name", req.Name) + + localModelConfig, err := v1beta1.NewLocalModelConfig(c.Clientset) + if err != nil { + c.Log.Error(err, "Failed to get local model config") + return reconcile.Result{}, err + } + defaultJobImage = localModelConfig.DefaultJobImage + FSGroup = localModelConfig.FSGroup + + localModel := &v1alpha1api.ClusterLocalModel{} + if err := c.Get(ctx, req.NamespacedName, localModel); err != nil { + return reconcile.Result{}, err + } + + nodeGroup := &v1alpha1api.LocalModelNodeGroup{} + nodeGroupNamespacedName := types.NamespacedName{Name: localModel.Spec.NodeGroup} + if err := c.Get(ctx, nodeGroupNamespacedName, nodeGroup); err != nil { + return reconcile.Result{}, err + } + + // Step 1 - Checks if the CR is in the deletion process, if so, creates deletion jobs to delete models on all nodes. + if localModel.ObjectMeta.DeletionTimestamp.IsZero() { + // The object is not being deleted, so if it does not have our finalizer, + // then lets add the finalizer and update the object. This is equivalent + // registering our finalizer. + if !utils.Includes(localModel.ObjectMeta.Finalizers, finalizerName) { + patch := client.MergeFrom(localModel.DeepCopy()) + localModel.ObjectMeta.Finalizers = append(localModel.ObjectMeta.Finalizers, finalizerName) + if err := c.Patch(context.Background(), localModel, patch); err != nil { + return ctrl.Result{}, err + } + } + } else { + return c.deleteModelFromNodes(localModel, localModelConfig.JobNamespace) + } + + // Step 2 - Creates PV & PVC for model download + pvSpec := nodeGroup.Spec.PersistentVolumeSpec + pv := v1.PersistentVolume{Spec: pvSpec, ObjectMeta: metav1.ObjectMeta{ + Name: localModel.Name + "-download", + }} + if err := c.createPV(pv, localModel); err != nil { + c.Log.Error(err, "Create PV err", "name", pv.Name) + } + + pvc := v1.PersistentVolumeClaim{ + ObjectMeta: metav1.ObjectMeta{ + Name: localModel.Name, + }, + Spec: nodeGroup.Spec.PersistentVolumeClaimSpec, + } + pvc.Spec.VolumeName = pv.Name + + if err := c.createPVC(pvc, localModelConfig.JobNamespace, localModel); err != nil { + c.Log.Error(err, "Create PVC err", "name", pv.Name) + } + + // Step 3 - Creates Jobs on all nodes to download models + if err := c.DownloadModel(ctx, localModel, nodeGroup, pvc, localModelConfig.JobNamespace); err != nil { + c.Log.Error(err, "Model download err", "model", localModel.Name) + } + + // Step 4 - Creates PV & PVCs for namespaces with isvcs using this model + err = c.ReconcileForIsvcs(ctx, localModel, nodeGroup, localModelConfig.JobNamespace) + return ctrl.Result{}, err +} + +// Reconciles corresponding model cache CR when we found an update on an isvc +func (c *LocalModelReconciler) isvcFunc(ctx context.Context, obj client.Object) []reconcile.Request { + isvc := obj.(*v1beta1.InferenceService) + if isvc.Labels == nil { + return []reconcile.Request{} + } + var modelName string + var ok bool + if modelName, ok = isvc.Labels[constants.LocalModelLabel]; !ok { + return []reconcile.Request{} + } + localModel := &v1alpha1api.ClusterLocalModel{} + if err := c.Get(ctx, types.NamespacedName{Name: modelName}, localModel); err != nil { + c.Log.Error(err, "error getting localModel", "name", modelName) + return []reconcile.Request{} + } + + c.Log.Info("Reconcile localModel from inference services", "name", modelName) + + return []reconcile.Request{{ + NamespacedName: types.NamespacedName{ + Name: modelName, + }}} +} + +// Given a node object, checks if it matches any node group CR, then reconcile all local models that has this node group to create download jobs. +func (c *LocalModelReconciler) nodeFunc(ctx context.Context, obj client.Object) []reconcile.Request { + node := obj.(*v1.Node) + requests := []reconcile.Request{} + models := &v1alpha1.ClusterLocalModelList{} + if err := c.Client.List(context.TODO(), models); err != nil { + return []reconcile.Request{} + } + + for _, model := range models.Items { + nodeGroup := &v1alpha1api.LocalModelNodeGroup{} + nodeGroupNamespacedName := types.NamespacedName{Name: model.Spec.NodeGroup} + if err := c.Get(ctx, nodeGroupNamespacedName, nodeGroup); err != nil { + c.Log.Info("get nodegroup failed", "name", model.Spec.NodeGroup) + continue + } + matches, err := checkNodeAffinity(&nodeGroup.Spec.PersistentVolumeSpec, *node) + if err != nil { + c.Log.Error(err, "checkNodeAffinity error", "node", node.Name) + } + if matches { + c.Log.Info("new node for model", "name", model.Name) + requests = append(requests, reconcile.Request{ + NamespacedName: types.NamespacedName{ + Name: model.Name, + }}) + } + } + return requests +} + +func (c *LocalModelReconciler) SetupWithManager(mgr ctrl.Manager) error { + if err := mgr.GetFieldIndexer().IndexField(context.Background(), &v1.PersistentVolumeClaim{}, ownerKey, func(rawObj client.Object) []string { + pvc := rawObj.(*v1.PersistentVolumeClaim) + owner := metav1.GetControllerOf(pvc) + if owner == nil { + return nil + } + if owner.APIVersion != apiGVStr || owner.Kind != modelCacheCRName { + return nil + } + + return []string{owner.Name} + }); err != nil { + return err + } + + if err := mgr.GetFieldIndexer().IndexField(context.Background(), &v1beta1.InferenceService{}, localModelKey, func(rawObj client.Object) []string { + isvc := rawObj.(*v1beta1.InferenceService) + if model, ok := isvc.GetLabels()[constants.LocalModelLabel]; ok { + return []string{model} + } + return nil + }); err != nil { + return err + } + + isvcPredicates := predicate.Funcs{ + UpdateFunc: func(e event.UpdateEvent) bool { + return e.ObjectOld.GetLabels()[constants.LocalModelLabel] != e.ObjectNew.GetLabels()[constants.LocalModelLabel] + }, + CreateFunc: func(e event.CreateEvent) bool { + if _, ok := e.Object.GetLabels()[constants.LocalModelLabel]; !ok { + return false + } + return true + }, + DeleteFunc: func(e event.DeleteEvent) bool { + if _, ok := e.Object.GetLabels()[constants.LocalModelLabel]; !ok { + return false + } + return true + }, + } + + nodePredicates := predicate.Funcs{ + UpdateFunc: func(e event.UpdateEvent) bool { + // Only reconciles the local model crs when the node becomes ready from not ready + // Todo: add tests + oldNode := e.ObjectNew.(*v1.Node) + newNode := e.ObjectNew.(*v1.Node) + return !isNodeReady(*oldNode) && isNodeReady(*newNode) + }, + CreateFunc: func(e event.CreateEvent) bool { + // Do nothing here, generates local model cr reconcile requests in nodeFunc + return true + }, + DeleteFunc: func(e event.DeleteEvent) bool { + return false + }, + } + + return ctrl.NewControllerManagedBy(mgr). + For(&v1alpha1api.ClusterLocalModel{}). + // Ownes Jobs, PersistentVolumes and PersistentVolumeClaims that is created by this local model controller + Owns(&batchv1.Job{}). + Owns(&v1.PersistentVolume{}). + Owns(&v1.PersistentVolumeClaim{}). + // Creates or deletes pv/pvcs when isvcs got created or deleted + Watches(&v1beta1.InferenceService{}, handler.EnqueueRequestsFromMapFunc(c.isvcFunc), builder.WithPredicates(isvcPredicates)). + // Downloads models to new nodes + Watches(&v1.Node{}, handler.EnqueueRequestsFromMapFunc(c.nodeFunc), builder.WithPredicates(nodePredicates)). + Complete(c) +} + +func (c *LocalModelReconciler) launchDeletionJob(jobName string, namespace string, localModel *v1alpha1api.ClusterLocalModel, storageUri string, claimName string, node string) (*batchv1.Job, error) { + container, err := c.getContainerSpecForStorageUri(storageUri) + if err != nil { + return nil, err + } + container.Command = []string{"/bin/sh", "-c", "rm -rf /mnt/models/*"} + container.Args = nil + return c.launchJob(jobName, *container, namespace, localModel, storageUri, claimName, node) +} + +// Launches a job if not exist, or return the existing job +func (c *LocalModelReconciler) launchDownloadJob(jobName string, namespace string, localModel *v1alpha1api.ClusterLocalModel, storageUri string, claimName string, node string) (*batchv1.Job, error) { + container, err := c.getContainerSpecForStorageUri(storageUri) + if err != nil { + return nil, err + } + + return c.launchJob(jobName, *container, namespace, localModel, storageUri, claimName, node) +} + +// Launches a job if not exist, or return the existing job +func (c *LocalModelReconciler) launchJob(jobName string, container v1.Container, namespace string, localModel *v1alpha1api.ClusterLocalModel, storageUri string, claimName string, node string) (*batchv1.Job, error) { + jobs := c.Clientset.BatchV1().Jobs(namespace) + + job, err := jobs.Get(context.TODO(), jobName, metav1.GetOptions{}) + + // In tests, job is an empty struct, using this bool is easier than checking for empty struct + jobFound := true + if err != nil { + if apierr.IsNotFound(err) { + jobFound = false + } else { + c.Log.Error(err, "Failed to get job", "name", jobName) + return job, err + } + } + + container.Name = jobName + container.Args = []string{storageUri, "/mnt/models"} + container.VolumeMounts = []v1.VolumeMount{ + { + MountPath: "/mnt/models", + Name: "kserve-pvc-source", + ReadOnly: false, + SubPath: "models/" + localModel.Name, + }, + } + expectedJob := &batchv1.Job{ + ObjectMeta: metav1.ObjectMeta{ + Name: jobName + "dryrun", + Namespace: namespace, + }, + Spec: batchv1.JobSpec{ + Template: v1.PodTemplateSpec{ + Spec: v1.PodSpec{ + NodeName: node, + Containers: []v1.Container{container}, + RestartPolicy: v1.RestartPolicyNever, + Volumes: []v1.Volume{ + { + Name: "kserve-pvc-source", + VolumeSource: v1.VolumeSource{ + PersistentVolumeClaim: &v1.PersistentVolumeClaimVolumeSource{ + ClaimName: claimName, + }, + }, + }, + }, + SecurityContext: &v1.PodSecurityContext{ + FSGroup: FSGroup, + }, + }, + }, + }, + } + dryrunJob, err := jobs.Create(context.TODO(), expectedJob, metav1.CreateOptions{DryRun: []string{metav1.DryRunAll}}) + if err != nil { + return nil, err + } + if job != nil && reflect.DeepEqual(job.Spec.Template.Spec, dryrunJob.Spec.Template.Spec) { + return job, nil + } + + if jobFound { + bg := metav1.DeletePropagationBackground + err = jobs.Delete(context.TODO(), job.Name, metav1.DeleteOptions{ + PropagationPolicy: &bg, + }) + if err != nil { + c.Log.Error(err, "Failed to delete job.", "name", job.Name) + return nil, err + } + } + + if err := controllerutil.SetControllerReference(localModel, expectedJob, c.Scheme); err != nil { + c.Log.Error(err, "Failed to set controller reference", "name", localModel.Name) + return nil, err + } + expectedJob.Name = jobName + job, err = jobs.Create(context.TODO(), expectedJob, metav1.CreateOptions{}) + c.Log.Info("Creating job", "name", job.Name, "namespace", namespace) + if err != nil { + c.Log.Error(err, "Failed to create job.", "name", expectedJob.Name) + return nil, err + } + return job, err +} + +func isNodeReady(node v1.Node) bool { + for _, condition := range node.Status.Conditions { + if condition.Type == v1.NodeReady && condition.Status == v1.ConditionTrue { + return true + } + } + return false +} + +// Returns true if the node matches the node affinity specified in the PV Spec +func checkNodeAffinity(pvSpec *v1.PersistentVolumeSpec, node v1.Node) (bool, error) { + if pvSpec.NodeAffinity == nil || pvSpec.NodeAffinity.Required == nil { + return false, nil + } + + terms := pvSpec.NodeAffinity.Required + if matches, err := corev1.MatchNodeSelectorTerms(&node, terms); err != nil { + return matches, nil + } else { + return matches, err + } +} + +// Returns a list of ready nodes, and not ready nodes that matches the node selector in the node group +func getNodesFromNodeGroup(nodeGroup *v1alpha1api.LocalModelNodeGroup, c client.Client) (*v1.NodeList, *v1.NodeList, error) { + nodes := &v1.NodeList{} + readyNodes := &v1.NodeList{} + notReadyNodes := &v1.NodeList{} + if err := c.List(context.TODO(), nodes); err != nil { + return nil, nil, err + } + for _, node := range nodes.Items { + matches, err := checkNodeAffinity(&nodeGroup.Spec.PersistentVolumeSpec, node) + if err != nil { + return nil, nil, err + } + if matches { + if isNodeReady(node) { + readyNodes.Items = append(readyNodes.Items, node) + } else { + notReadyNodes.Items = append(notReadyNodes.Items, node) + } + } + } + return readyNodes, notReadyNodes, nil +} + +// Fetches container spec for model download container, use the default KServe image if not found +func (c *LocalModelReconciler) getContainerSpecForStorageUri(storageUri string) (*v1.Container, error) { + storageContainers := &v1alpha1.ClusterStorageContainerList{} + if err := c.Client.List(context.TODO(), storageContainers); err != nil { + return nil, err + } + + for _, sc := range storageContainers.Items { + if sc.IsDisabled() { + continue + } + if sc.Spec.WorkloadType != v1alpha1.LocalModelDownloadJob { + continue + } + supported, err := sc.Spec.IsStorageUriSupported(storageUri) + if err != nil { + return nil, fmt.Errorf("error checking storage container %s: %w", sc.Name, err) + } + if supported { + return &sc.Spec.Container, nil + } + } + + defaultContainer := &v1.Container{ + Image: defaultJobImage, + TerminationMessagePolicy: v1.TerminationMessageFallbackToLogsOnError, + } + return defaultContainer, nil +} diff --git a/pkg/controller/v1alpha1/localmodel/controller_test.go b/pkg/controller/v1alpha1/localmodel/controller_test.go new file mode 100644 index 00000000000..c42b29cb21f --- /dev/null +++ b/pkg/controller/v1alpha1/localmodel/controller_test.go @@ -0,0 +1,400 @@ +/* +Copyright 2024 The KServe Authors. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +package localmodel + +import ( + "context" + "time" + + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" + "github.com/kserve/kserve/pkg/apis/serving/v1beta1" + "github.com/kserve/kserve/pkg/constants" + . "github.com/onsi/ginkgo/v2" + . "github.com/onsi/gomega" + batchv1 "k8s.io/api/batch/v1" + v1 "k8s.io/api/core/v1" + "k8s.io/apimachinery/pkg/api/resource" + metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" + "k8s.io/apimachinery/pkg/types" + "k8s.io/utils/ptr" +) + +var _ = Describe("CachedModel controller", func() { + const ( + timeout = time.Second * 10 + duration = time.Second * 10 + interval = time.Millisecond * 250 + modelCacheNamespace = "kserve-localmodel-jobs" + sourceModelUri = "s3://mybucket/mymodel" + ) + var ( + localModelSpec = v1alpha1.ClusterLocalModelSpec{ + SourceModelUri: sourceModelUri, + ModelSize: resource.MustParse("123Gi"), + NodeGroup: "gpu", + } + clusterStorageContainerSpec = v1alpha1.StorageContainerSpec{ + SupportedUriFormats: []v1alpha1.SupportedUriFormat{{Prefix: "s3://"}}, + Container: v1.Container{ + Name: "name", + Image: "image", + Args: []string{ + "srcURI", + constants.DefaultModelLocalMountPath, + }, + TerminationMessagePolicy: v1.TerminationMessageFallbackToLogsOnError, + VolumeMounts: []v1.VolumeMount{}, + }, + } + localModelNodeGroupSpec = v1alpha1.LocalModelNodeGroupSpec{ + PersistentVolumeSpec: v1.PersistentVolumeSpec{ + AccessModes: []v1.PersistentVolumeAccessMode{v1.ReadWriteOnce}, + VolumeMode: ptr.To(v1.PersistentVolumeFilesystem), + Capacity: v1.ResourceList{v1.ResourceStorage: resource.MustParse("2Gi")}, + StorageClassName: "standard", + PersistentVolumeReclaimPolicy: v1.PersistentVolumeReclaimDelete, + PersistentVolumeSource: v1.PersistentVolumeSource{ + HostPath: &v1.HostPathVolumeSource{ + Path: "/models", + Type: ptr.To(v1.HostPathDirectory), + }, + }, + NodeAffinity: &v1.VolumeNodeAffinity{ + Required: &v1.NodeSelector{ + NodeSelectorTerms: []v1.NodeSelectorTerm{ + { + MatchExpressions: []v1.NodeSelectorRequirement{ + { + Key: "node.kubernetes.io/instance-type", + Operator: v1.NodeSelectorOpIn, + Values: []string{"gpu"}, + }, + }, + }, + }, + }, + }, + }, + PersistentVolumeClaimSpec: v1.PersistentVolumeClaimSpec{ + AccessModes: []v1.PersistentVolumeAccessMode{v1.ReadWriteOnce}, + Resources: v1.VolumeResourceRequirements{Requests: v1.ResourceList{v1.ResourceStorage: resource.MustParse("2Gi")}}, + }, + } + configs = map[string]string{ + "localModel": `{ + "jobNamespace": "kserve-localmodel-jobs", + "defaultJobImage": "kserve/storage-initializer:latest" + }`, + } + ) + Context("When creating a local model", func() { + It("Should create pv, pvc, and download jobs", func() { + var configMap = &v1.ConfigMap{ + ObjectMeta: metav1.ObjectMeta{ + Name: constants.InferenceServiceConfigMapName, + Namespace: constants.KServeNamespace, + }, + Data: configs, + } + Expect(k8sClient.Create(context.TODO(), configMap)).NotTo(HaveOccurred()) + defer k8sClient.Delete(context.TODO(), configMap) + + clusterStorageContainer := &v1alpha1.ClusterStorageContainer{ + ObjectMeta: metav1.ObjectMeta{ + Name: "test", + }, + Spec: clusterStorageContainerSpec, + } + Expect(k8sClient.Create(ctx, clusterStorageContainer)).Should(Succeed()) + defer k8sClient.Delete(ctx, clusterStorageContainer) + + nodeGroup := &v1alpha1.LocalModelNodeGroup{ + ObjectMeta: metav1.ObjectMeta{ + Name: "gpu", + }, + Spec: localModelNodeGroupSpec, + } + Expect(k8sClient.Create(ctx, nodeGroup)).Should(Succeed()) + defer k8sClient.Delete(ctx, nodeGroup) + + cachedModel := &v1alpha1.ClusterLocalModel{ + ObjectMeta: metav1.ObjectMeta{ + Name: "iris", + }, + Spec: localModelSpec, + } + Expect(k8sClient.Create(ctx, cachedModel)).Should(Succeed()) + + modelLookupKey := types.NamespacedName{Name: "iris"} + pvLookupKey := types.NamespacedName{Name: "iris-download"} + pvcLookupKey := types.NamespacedName{Name: "iris", Namespace: modelCacheNamespace} + Eventually(func() bool { + err := k8sClient.Get(ctx, modelLookupKey, cachedModel) + return err == nil + }, timeout, interval).Should(BeTrue()) + Eventually(func() bool { + err := k8sClient.Get(ctx, modelLookupKey, cachedModel) + return err == nil && cachedModel.Status.ModelCopies != nil + }, timeout, interval).Should(BeTrue()) + + persistentVolume := &v1.PersistentVolume{} + Eventually(func() bool { + err := k8sClient.Get(ctx, pvLookupKey, persistentVolume) + return err == nil && persistentVolume != nil + }, timeout, interval).Should(BeTrue()) + + persistentVolumeClaim := &v1.PersistentVolumeClaim{} + Eventually(func() bool { + err := k8sClient.Get(ctx, pvcLookupKey, persistentVolumeClaim) + return err == nil && persistentVolumeClaim != nil + }, timeout, interval).Should(BeTrue()) + + nodeName := "node-1" + node1 := &v1.Node{ + ObjectMeta: metav1.ObjectMeta{ + Name: nodeName, + Labels: map[string]string{ + "node.kubernetes.io/instance-type": "gpu", + }, + }, + Status: v1.NodeStatus{ + Conditions: []v1.NodeCondition{ + { + Type: v1.NodeReady, + Status: v1.ConditionTrue, + }, + }, + }, + } + Expect(k8sClient.Create(ctx, node1)).Should(Succeed()) + defer k8sClient.Delete(ctx, node1) + nodes := &v1.NodeList{} + Eventually(func() bool { + err := k8sClient.List(ctx, nodes) + return err == nil + }, timeout, interval).Should(BeTrue()) + Expect(len(nodes.Items)).Should(Equal(1)) + + // Now that we have a node and a local model CR ready. It should create download jobs + jobs := &batchv1.JobList{} + Eventually(func() bool { + err := k8sClient.List(ctx, jobs) + return err == nil && len(jobs.Items) > 0 + }, timeout, interval).Should(BeTrue()) + Eventually(func() bool { + err := k8sClient.Get(ctx, modelLookupKey, cachedModel) + if err != nil { + return false + } + if cachedModel.Status.ModelCopies == nil { + return false + } + if cachedModel.Status.NodeStatus[nodeName] != v1alpha1.NodeDownloadPending { + return false + } + return true + }, timeout, interval).Should(BeTrue(), "should create a job to download the model") + + // Now let's update the job status to be successful + job := jobs.Items[0] + job.Status.Succeeded = 1 + Expect(k8sClient.Status().Update(ctx, &job)).Should(Succeed()) + Eventually(func() bool { + err := k8sClient.Get(ctx, modelLookupKey, cachedModel) + if err != nil { + return false + } + if cachedModel.Status.ModelCopies == nil { + return false + } + if cachedModel.Status.NodeStatus[nodeName] != v1alpha1.NodeDownloaded { + return false + } + return true + }, timeout, interval).Should(BeTrue(), "Node status should be downloaded once the job succeeded") + + // Now let's test deletion + k8sClient.Delete(ctx, cachedModel) + + Eventually(func() bool { + err := k8sClient.Get(ctx, modelLookupKey, cachedModel) + if err != nil { + return false + } + if cachedModel.Status.ModelCopies == nil { + return false + } + if cachedModel.Status.NodeStatus[nodeName] != v1alpha1.NodeDeleting { + return false + } + return true + }, timeout, interval).Should(BeTrue(), "Node status should be deleting") + + // Deletion job should be created + deletionJob := &batchv1.Job{} + Eventually(func() bool { + err := k8sClient.Get(ctx, types.NamespacedName{Name: "iris-node-1-delete", Namespace: modelCacheNamespace}, deletionJob) + if err != nil { + return false + } + return true + }, timeout, interval).Should(BeTrue()) + + // Let's we update deletion job status to be successful and check if the cr is deleted. + deletionJob.Status.Succeeded = 1 + Expect(k8sClient.Status().Update(ctx, deletionJob)).Should(Succeed()) + + newLocalModel := &v1alpha1.ClusterLocalModel{} + Eventually(func() bool { + err := k8sClient.Get(ctx, modelLookupKey, newLocalModel) + return err == nil + }, timeout, interval).Should(BeFalse(), "Should not get the local model after deletion") + }) + + It("Should create pvs and pvcs for inference services", func() { + var configMap = &v1.ConfigMap{ + ObjectMeta: metav1.ObjectMeta{ + Name: constants.InferenceServiceConfigMapName, + Namespace: constants.KServeNamespace, + }, + Data: configs, + } + Expect(k8sClient.Create(context.TODO(), configMap)).NotTo(HaveOccurred()) + defer k8sClient.Delete(context.TODO(), configMap) + + clusterStorageContainer := &v1alpha1.ClusterStorageContainer{ + ObjectMeta: metav1.ObjectMeta{ + Name: "test", + }, + Spec: clusterStorageContainerSpec, + } + Expect(k8sClient.Create(ctx, clusterStorageContainer)).Should(Succeed()) + defer k8sClient.Delete(ctx, clusterStorageContainer) + + nodeGroup := &v1alpha1.LocalModelNodeGroup{ + ObjectMeta: metav1.ObjectMeta{ + Name: "gpu", + }, + Spec: localModelNodeGroupSpec, + } + Expect(k8sClient.Create(ctx, nodeGroup)).Should(Succeed()) + defer k8sClient.Delete(ctx, nodeGroup) + + modelName := "iris2" + isvcNamespace := "default" + isvcName := "foo" + cachedModel := &v1alpha1.ClusterLocalModel{ + ObjectMeta: metav1.ObjectMeta{ + Name: modelName, + }, + Spec: localModelSpec, + } + Expect(k8sClient.Create(ctx, cachedModel)).Should(Succeed()) + defer k8sClient.Delete(ctx, cachedModel) + + isvc := &v1beta1.InferenceService{ + ObjectMeta: metav1.ObjectMeta{ + Name: "foo", + Namespace: isvcNamespace, + }, + Spec: v1beta1.InferenceServiceSpec{ + Predictor: v1beta1.PredictorSpec{ + Model: &v1beta1.ModelSpec{ + PredictorExtensionSpec: v1beta1.PredictorExtensionSpec{ + StorageURI: ptr.To(sourceModelUri), + }, + ModelFormat: v1beta1.ModelFormat{Name: "sklearn"}, + }, + }, + }, + } + + // Mutating webhook adds a local model label + cachedModelList := &v1alpha1.ClusterLocalModelList{} + cachedModelList.Items = []v1alpha1.ClusterLocalModel{*cachedModel} + isvc.DefaultInferenceService(nil, nil, nil, cachedModelList) + + Expect(k8sClient.Create(ctx, isvc)).Should(Succeed()) + inferenceService := &v1beta1.InferenceService{} + Eventually(func() bool { + err := k8sClient.Get(ctx, types.NamespacedName{Name: isvcName, Namespace: isvcNamespace}, inferenceService) + if err != nil { + return false + } + return true + }, timeout, interval).Should(BeTrue()) + + // Expects a pv and a pvc are created in the isvcNamespace + pvLookupKey := types.NamespacedName{Name: modelName + "-" + isvcNamespace} + pvcLookupKey := types.NamespacedName{Name: modelName, Namespace: isvcNamespace} + + persistentVolume := &v1.PersistentVolume{} + Eventually(func() bool { + err := k8sClient.Get(ctx, pvLookupKey, persistentVolume) + return err == nil && persistentVolume != nil + }, timeout, interval).Should(BeTrue()) + + persistentVolumeClaim := &v1.PersistentVolumeClaim{} + Eventually(func() bool { + err := k8sClient.Get(ctx, pvcLookupKey, persistentVolumeClaim) + return err == nil && persistentVolumeClaim != nil + }, timeout, interval).Should(BeTrue()) + + Eventually(func() bool { + err := k8sClient.Get(ctx, types.NamespacedName{Name: modelName}, cachedModel) + if err != nil { + return false + } + if len(cachedModel.Status.InferenceServices) != 1 { + return false + } + isvcNamespacedName := cachedModel.Status.InferenceServices[0] + if isvcNamespacedName.Name == isvcName && isvcNamespacedName.Namespace == isvcNamespace { + return true + } + return false + }, timeout, interval).Should(BeTrue(), "Node status should have the isvc") + + // Next we delete the isvc and make sure the pv and pvc are deleted + Expect(k8sClient.Delete(ctx, isvc)).Should(Succeed()) + + newPersistentVolume := &v1.PersistentVolume{} + newPersistentVolumeClaim := &v1.PersistentVolumeClaim{} + Eventually(func() bool { + err := k8sClient.Get(ctx, pvLookupKey, newPersistentVolume) + if err != nil { + return false + } + if newPersistentVolume.DeletionTimestamp != nil { + return true + } + return false + }, timeout, interval).Should(BeTrue()) + + Eventually(func() bool { + err := k8sClient.Get(ctx, pvcLookupKey, newPersistentVolumeClaim) + if err != nil { + return false + } + if newPersistentVolumeClaim.DeletionTimestamp != nil { + return true + } + return false + }, timeout, interval).Should(BeTrue()) + }) + }) +}) diff --git a/pkg/controller/v1alpha1/localmodel/suite_test.go b/pkg/controller/v1alpha1/localmodel/suite_test.go new file mode 100644 index 00000000000..530f119700c --- /dev/null +++ b/pkg/controller/v1alpha1/localmodel/suite_test.go @@ -0,0 +1,133 @@ +/* +Copyright 2024 The KServe Authors. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +*/ + +package localmodel + +import ( + "context" + "path/filepath" + "testing" + + . "github.com/onsi/ginkgo/v2" + . "github.com/onsi/gomega" + v1 "k8s.io/api/core/v1" + metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" + "k8s.io/client-go/kubernetes" + "k8s.io/client-go/kubernetes/scheme" + "k8s.io/client-go/rest" + knservingv1 "knative.dev/serving/pkg/apis/serving/v1" + ctrl "sigs.k8s.io/controller-runtime" + "sigs.k8s.io/controller-runtime/pkg/client" + "sigs.k8s.io/controller-runtime/pkg/envtest" + logf "sigs.k8s.io/controller-runtime/pkg/log" + "sigs.k8s.io/controller-runtime/pkg/log/zap" + metricsserver "sigs.k8s.io/controller-runtime/pkg/metrics/server" + + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" + kservev1beta1 "github.com/kserve/kserve/pkg/apis/serving/v1beta1" + "github.com/kserve/kserve/pkg/constants" + pkgtest "github.com/kserve/kserve/pkg/testing" + // +kubebuilder:scaffold:imports +) + +// These tests use Ginkgo (BDD-style Go testing framework). Refer to +// http://onsi.github.io/ginkgo/ to learn more about Ginkgo. + +var ( + cfg *rest.Config + k8sClient client.Client + testEnv *envtest.Environment + cancel context.CancelFunc + ctx context.Context +) + +func TestAPIs(t *testing.T) { + RegisterFailHandler(Fail) + + RunSpecs(t, "v1alpha1 Controller Suite") +} + +var _ = BeforeSuite(func() { + logf.SetLogger(zap.New(zap.WriteTo(GinkgoWriter), zap.UseDevMode(true))) + ctx, cancel = context.WithCancel(context.TODO()) + By("bootstrapping test environment") + crdDirectoryPaths := []string{ + filepath.Join("..", "..", "..", "..", "test", "crds"), + } + testEnv = pkgtest.SetupEnvTest(crdDirectoryPaths) + var err error + cfg, err = testEnv.Start() + Expect(err).ToNot(HaveOccurred()) + Expect(cfg).ToNot(BeNil()) + + err = v1alpha1.AddToScheme(scheme.Scheme) + Expect(err).NotTo(HaveOccurred()) + err = kservev1beta1.AddToScheme(scheme.Scheme) + Expect(err).NotTo(HaveOccurred()) + err = knservingv1.AddToScheme(scheme.Scheme) + Expect(err).NotTo(HaveOccurred()) + // +kubebuilder:scaffold:scheme + + k8sClient, err = client.New(cfg, client.Options{Scheme: scheme.Scheme}) + Expect(err).ToNot(HaveOccurred()) + Expect(k8sClient).ToNot(BeNil()) + + clientset, err := kubernetes.NewForConfig(cfg) + Expect(err).ToNot(HaveOccurred()) + Expect(clientset).ToNot(BeNil()) + + // Creates namespace + kserveNamespaceObj := &v1.Namespace{ + ObjectMeta: metav1.ObjectMeta{ + Name: constants.KServeNamespace, + }, + } + jobsNamespaceObj := &v1.Namespace{ + ObjectMeta: metav1.ObjectMeta{ + Name: "kserve-localmodel-jobs", + }, + } + Expect(k8sClient.Create(context.Background(), kserveNamespaceObj)).Should(Succeed()) + Expect(k8sClient.Create(context.Background(), jobsNamespaceObj)).Should(Succeed()) + + k8sManager, err := ctrl.NewManager(cfg, ctrl.Options{ + Scheme: scheme.Scheme, + Metrics: metricsserver.Options{ + BindAddress: "0", + }, + }) + + Expect(err).ToNot(HaveOccurred()) + err = (&LocalModelReconciler{ + Client: k8sManager.GetClient(), + Clientset: clientset, + Scheme: scheme.Scheme, + Log: ctrl.Log.WithName("v1alpha1LocalModelController"), + }).SetupWithManager(k8sManager) + Expect(err).ToNot(HaveOccurred()) + defer GinkgoRecover() + go func() { + err = k8sManager.Start(ctx) + Expect(err).ToNot(HaveOccurred()) + }() +}) + +var _ = AfterSuite(func() { + cancel() + By("tearing down the test environment") + err := testEnv.Stop() + Expect(err).ToNot(HaveOccurred()) +}) diff --git a/pkg/controller/v1alpha1/trainedmodel/controller.go b/pkg/controller/v1alpha1/trainedmodel/controller.go index 49683043cd2..0ffa086ff91 100644 --- a/pkg/controller/v1alpha1/trainedmodel/controller.go +++ b/pkg/controller/v1alpha1/trainedmodel/controller.go @@ -20,7 +20,7 @@ limitations under the License. // +kubebuilder:rbac:groups=serving.knative.dev,resources=services/status,verbs=get;update;patch // +kubebuilder:rbac:groups=core,resources=serviceaccounts,verbs=get // +kubebuilder:rbac:groups=core,resources=configmaps,verbs=get;update -// +kubebuilder:rbac:groups=core,resources=secrets,verbs=get;create;update;patch;delete +// +kubebuilder:rbac:groups=core,resources=secrets,verbs=get // +kubebuilder:rbac:groups=core,resources=namespaces,verbs=get;list;watch // +kubebuilder:rbac:groups=core,resources=events,verbs=get;list;watch;create;update;patch;delete package trainedmodel diff --git a/pkg/controller/v1alpha1/trainedmodel/suite_test.go b/pkg/controller/v1alpha1/trainedmodel/suite_test.go index 5f44b0f43f7..ebc47369b21 100644 --- a/pkg/controller/v1alpha1/trainedmodel/suite_test.go +++ b/pkg/controller/v1alpha1/trainedmodel/suite_test.go @@ -18,6 +18,7 @@ package trainedmodel import ( "context" + "path/filepath" "testing" . "github.com/onsi/ginkgo/v2" @@ -66,7 +67,10 @@ var _ = BeforeSuite(func() { logf.SetLogger(zap.New(zap.WriteTo(GinkgoWriter), zap.UseDevMode(true))) ctx, cancel = context.WithCancel(context.TODO()) By("bootstrapping test environment") - testEnv = pkgtest.SetupEnvTest() + crdDirectoryPaths := []string{ + filepath.Join("..", "..", "..", "..", "test", "crds"), + } + testEnv = pkgtest.SetupEnvTest(crdDirectoryPaths) var err error cfg, err = testEnv.Start() Expect(err).ToNot(HaveOccurred()) diff --git a/pkg/controller/v1beta1/inferenceservice/components/component.go b/pkg/controller/v1beta1/inferenceservice/components/component.go index e6c934a0154..4203ec7b298 100644 --- a/pkg/controller/v1beta1/inferenceservice/components/component.go +++ b/pkg/controller/v1beta1/inferenceservice/components/component.go @@ -63,6 +63,10 @@ func addLoggerAnnotations(logger *v1beta1.LoggerSpec, annotations map[string]str annotations[constants.LoggerSinkUrlInternalAnnotationKey] = *logger.URL } annotations[constants.LoggerModeInternalAnnotationKey] = string(logger.Mode) + + if logger.MetadataHeaders != nil { + annotations[constants.LoggerMetadataHeadersInternalAnnotationKey] = strings.Join(logger.MetadataHeaders, ",") + } } } diff --git a/pkg/controller/v1beta1/inferenceservice/controller.go b/pkg/controller/v1beta1/inferenceservice/controller.go index c3510d76df0..c8ca033344b 100644 --- a/pkg/controller/v1beta1/inferenceservice/controller.go +++ b/pkg/controller/v1beta1/inferenceservice/controller.go @@ -57,6 +57,7 @@ import ( // +kubebuilder:rbac:groups=serving.kserve.io,resources=clusterservingruntimes;clusterservingruntimes/finalizers,verbs=get;list;watch;create;update;patch;delete // +kubebuilder:rbac:groups=serving.kserve.io,resources=clusterservingruntimes/status,verbs=get;update;patch // +kubebuilder:rbac:groups=serving.kserve.io,resources=clusterstoragecontainers,verbs=get;list;watch;create;update;patch;delete +// +kubebuilder:rbac:groups=serving.kserve.io,resources=clusterlocalmodels,verbs=get;list // +kubebuilder:rbac:groups=apps,resources=deployments,verbs=get;list;watch;create;update;patch;delete // +kubebuilder:rbac:groups=networking.k8s.io,resources=ingresses,verbs=get;list;watch;create;update;patch;delete // +kubebuilder:rbac:groups=serving.kserve.io,resources=inferenceservices/status,verbs=get;update;patch @@ -71,7 +72,7 @@ import ( // +kubebuilder:rbac:groups=core,resources=services,verbs=get;list;watch;create;update;patch;delete // +kubebuilder:rbac:groups=core,resources=serviceaccounts,verbs=get // +kubebuilder:rbac:groups=core,resources=configmaps,verbs=get;create -// +kubebuilder:rbac:groups=core,resources=secrets,verbs=get;create;update;patch;delete +// +kubebuilder:rbac:groups=core,resources=secrets,verbs=get // +kubebuilder:rbac:groups=core,resources=namespaces,verbs=get;list;watch // +kubebuilder:rbac:groups=core,resources=events,verbs=get;list;watch;create;update;patch;delete // +kubebuilder:rbac:groups=core,resources=pods,verbs=get;list;watch @@ -286,9 +287,10 @@ func (r *InferenceServiceReconciler) updateStatus(desiredService *v1beta1api.Inf } else { // If there was a difference and there was no error. isReady := inferenceServiceReadiness(desiredService.Status) - if wasReady && !isReady { // Moved to NotReady State + isReadyFalse := inferenceServiceReadinessFalse(desiredService.Status) + if wasReady && isReadyFalse { // Moved to NotReady State r.Recorder.Eventf(desiredService, v1.EventTypeWarning, string(InferenceServiceNotReadyState), - fmt.Sprintf("InferenceService [%v] is no longer Ready", desiredService.GetName())) + fmt.Sprintf("InferenceService [%v] is no longer Ready because of: %v", desiredService.GetName(), r.GetFailConditions(desiredService))) } else if !wasReady && isReady { // Moved to Ready State r.Recorder.Eventf(desiredService, v1.EventTypeNormal, string(InferenceServiceReadyState), fmt.Sprintf("InferenceService [%v] is Ready", desiredService.GetName())) @@ -303,6 +305,11 @@ func inferenceServiceReadiness(status v1beta1api.InferenceServiceStatus) bool { status.GetCondition(apis.ConditionReady).Status == v1.ConditionTrue } +func inferenceServiceReadinessFalse(status v1beta1api.InferenceServiceStatus) bool { + readyCondition := status.GetCondition(apis.ConditionReady) + return readyCondition != nil && readyCondition.Status == v1.ConditionFalse +} + func inferenceServiceStatusEqual(s1, s2 v1beta1api.InferenceServiceStatus, deploymentMode constants.DeploymentModeType) bool { if deploymentMode == constants.ModelMeshDeployment { // If the deployment mode is ModelMesh, reduce the status scope to compare. @@ -369,3 +376,17 @@ func (r *InferenceServiceReconciler) deleteExternalResources(isvc *v1beta1api.In } return nil } + +func (r *InferenceServiceReconciler) GetFailConditions(isvc *v1beta1api.InferenceService) string { + msg := "" + for _, cond := range isvc.Status.Conditions { + if string(cond.Status) == "False" { + if msg == "" { + msg = string(cond.Type) + } else { + msg = fmt.Sprintf("%s, %s", msg, string(cond.Type)) + } + } + } + return msg +} diff --git a/pkg/controller/v1beta1/inferenceservice/controller_test.go b/pkg/controller/v1beta1/inferenceservice/controller_test.go index e493bc92c1f..50a97d59437 100644 --- a/pkg/controller/v1beta1/inferenceservice/controller_test.go +++ b/pkg/controller/v1beta1/inferenceservice/controller_test.go @@ -19,6 +19,7 @@ package inferenceservice import ( "context" "fmt" + "strings" "time" "knative.dev/pkg/kmp" @@ -76,7 +77,6 @@ var _ = Describe("v1beta1 inference service controller", func() { }`, "ingress": `{ "ingressGateway": "knative-serving/knative-ingress-gateway", - "ingressService": "test-destination", "localGateway": "knative-serving/knative-local-gateway", "localGatewayService": "knative-local-gateway.istio-system.svc.cluster.local" }`, @@ -198,7 +198,7 @@ var _ = Describe("v1beta1 inference service controller", func() { }, }, } - isvc.DefaultInferenceService(nil, nil) + isvc.DefaultInferenceService(nil, nil, &v1beta1.SecurityConfig{AutoMountServiceAccountToken: false}, nil) Expect(k8sClient.Create(ctx, isvc)).Should(Succeed()) defer k8sClient.Delete(ctx, isvc) inferenceService := &v1beta1.InferenceService{} @@ -265,6 +265,7 @@ var _ = Describe("v1beta1 inference service controller", func() { Resources: defaultResource, }, }, + AutomountServiceAccountToken: proto.Bool(false), }, }, }, @@ -355,7 +356,9 @@ var _ = Describe("v1beta1 inference service controller", func() { Headers: &istiov1beta1.Headers{ Request: &istiov1beta1.Headers_HeaderOperations{ Set: map[string]string{ - "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceKey.Name), serviceKey.Namespace), + "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceKey.Name), serviceKey.Namespace), + "KServe-Isvc-Name": serviceName, + "KServe-Isvc-Namespace": serviceKey.Namespace, }, }, }, @@ -444,7 +447,7 @@ var _ = Describe("v1beta1 inference service controller", func() { }, }, } - isvc.DefaultInferenceService(nil, nil) + isvc.DefaultInferenceService(nil, nil, &v1beta1.SecurityConfig{AutoMountServiceAccountToken: false}, nil) ctx := context.Background() Expect(k8sClient.Create(ctx, isvc)).Should(Succeed()) @@ -593,7 +596,7 @@ var _ = Describe("v1beta1 inference service controller", func() { k8sClient.Create(context.TODO(), servingRuntime) defer k8sClient.Delete(context.TODO(), servingRuntime) // Create the InferenceService object and expect the Reconcile and knative service to be created - transformer.DefaultInferenceService(nil, nil) + transformer.DefaultInferenceService(nil, nil, &v1beta1.SecurityConfig{AutoMountServiceAccountToken: false}, nil) instance := transformer.DeepCopy() Expect(k8sClient.Create(context.TODO(), instance)).NotTo(gomega.HaveOccurred()) defer k8sClient.Delete(context.TODO(), instance) @@ -647,6 +650,7 @@ var _ = Describe("v1beta1 inference service controller", func() { Resources: defaultResource, }, }, + AutomountServiceAccountToken: proto.Bool(false), }, }, }, @@ -880,7 +884,7 @@ var _ = Describe("v1beta1 inference service controller", func() { }, }, } - isvc.DefaultInferenceService(nil, nil) + isvc.DefaultInferenceService(nil, nil, &v1beta1.SecurityConfig{AutoMountServiceAccountToken: false}, nil) Expect(k8sClient.Create(ctx, isvc)).Should(Succeed()) inferenceService := &v1beta1.InferenceService{} @@ -1573,6 +1577,159 @@ var _ = Describe("v1beta1 inference service controller", func() { }) }) + Context("When creating inference service with storage.kserve.io/readonly", func() { + defaultIsvc := func(namespace string, name string, storageUri string) *v1beta1.InferenceService { + predictor := v1beta1.PredictorSpec{ + ComponentExtensionSpec: v1beta1.ComponentExtensionSpec{ + MinReplicas: v1beta1.GetIntReference(1), + MaxReplicas: 3, + }, + Tensorflow: &v1beta1.TFServingSpec{ + PredictorExtensionSpec: v1beta1.PredictorExtensionSpec{ + StorageURI: &storageUri, + RuntimeVersion: proto.String("1.14.0"), + Container: v1.Container{ + Name: constants.InferenceServiceContainerName, + Resources: defaultResource, + VolumeMounts: []v1.VolumeMount{ + {Name: "predictor-volume"}, + }, + }, + }, + }, + } + isvc := &v1beta1.InferenceService{ + ObjectMeta: metav1.ObjectMeta{ + Name: name, + Namespace: namespace, + }, + + Spec: v1beta1.InferenceServiceSpec{ + Predictor: predictor, + }, + } + return isvc + } + + createServingRuntime := func(namespace string, name string) *v1alpha1.ServingRuntime { + // Define and create serving runtime + servingRuntime := &v1alpha1.ServingRuntime{ + ObjectMeta: metav1.ObjectMeta{ + Name: name, + Namespace: namespace, + }, + Spec: v1alpha1.ServingRuntimeSpec{ + SupportedModelFormats: []v1alpha1.SupportedModelFormat{ + { + Name: "tensorflow", + Version: proto.String("1"), + AutoSelect: proto.Bool(true), + }, + }, + ServingRuntimePodSpec: v1alpha1.ServingRuntimePodSpec{ + Containers: []v1.Container{ + { + Name: constants.InferenceServiceContainerName, + Image: "tensorflow/serving:1.14.0", + Command: []string{"/usr/bin/tensorflow_model_server"}, + Args: []string{ + "--port=9000", + "--rest_api_port=8080", + "--model_base_path=/mnt/models", + "--rest_api_timeout_in_ms=60000", + }, + Resources: defaultResource, + }, + }, + ImagePullSecrets: []v1.LocalObjectReference{ + {Name: "sr-image-pull-secret"}, + }, + }, + Disabled: proto.Bool(false), + }, + } + Expect(k8sClient.Create(ctx, servingRuntime)).NotTo(HaveOccurred()) + return servingRuntime + } + + createInferenceServiceConfigMap := func() *v1.ConfigMap { + configMap := &v1.ConfigMap{ + ObjectMeta: metav1.ObjectMeta{ + Name: constants.InferenceServiceConfigMapName, + Namespace: constants.KServeNamespace, + }, + Data: configs, + } + + Expect(k8sClient.Create(context.TODO(), configMap)).NotTo(gomega.HaveOccurred()) + return configMap + } + + It("should have the readonly annotation set to true in the knative serving pod spec", func() { + configMap := createInferenceServiceConfigMap() + defer k8sClient.Delete(ctx, configMap) + + serviceName := "readonly-true-isvc" + serviceNamespace := "default" + var expectedRequest = reconcile.Request{NamespacedName: types.NamespacedName{Name: serviceName, Namespace: serviceNamespace}} + var serviceKey = expectedRequest.NamespacedName + var storageUri = "s3://test/mnist/export" + + servingRuntime := createServingRuntime(serviceKey.Namespace, "tf-serving") + defer k8sClient.Delete(ctx, servingRuntime) + + // Define InferenceService + isvc := defaultIsvc(serviceKey.Namespace, serviceKey.Name, storageUri) + isvc.Annotations = map[string]string{} + isvc.Annotations[constants.StorageReadonlyAnnotationKey] = "true" + Expect(k8sClient.Create(context.TODO(), isvc)).NotTo(gomega.HaveOccurred()) + defer k8sClient.Delete(ctx, isvc) + + // Knative service + actualService := &knservingv1.Service{} + predictorServiceKey := types.NamespacedName{Name: constants.PredictorServiceName(serviceKey.Name), + Namespace: serviceKey.Namespace} + Eventually(func() error { return k8sClient.Get(context.TODO(), predictorServiceKey, actualService) }, timeout). + Should(Succeed()) + + // Check readonly value + Expect(actualService.Spec.Template.Annotations[constants.StorageReadonlyAnnotationKey]). + To(Equal("true")) + }) + + It("should have the readonly annotation set to false in the knative serving pod spec", func() { + configMap := createInferenceServiceConfigMap() + defer k8sClient.Delete(ctx, configMap) + + serviceName := "readonly-false-isvc" + serviceNamespace := "default" + var expectedRequest = reconcile.Request{NamespacedName: types.NamespacedName{Name: serviceName, Namespace: serviceNamespace}} + var serviceKey = expectedRequest.NamespacedName + var storageUri = "s3://test/mnist/export" + + servingRuntime := createServingRuntime(serviceKey.Namespace, "tf-serving") + defer k8sClient.Delete(ctx, servingRuntime) + + // Define InferenceService + isvc := defaultIsvc(serviceKey.Namespace, serviceKey.Name, storageUri) + isvc.Annotations = map[string]string{} + isvc.Annotations[constants.StorageReadonlyAnnotationKey] = "false" + Expect(k8sClient.Create(context.TODO(), isvc)).NotTo(gomega.HaveOccurred()) + defer k8sClient.Delete(ctx, isvc) + + // Knative service + actualService := &knservingv1.Service{} + predictorServiceKey := types.NamespacedName{Name: constants.PredictorServiceName(serviceKey.Name), + Namespace: serviceKey.Namespace} + Eventually(func() error { return k8sClient.Get(context.TODO(), predictorServiceKey, actualService) }, timeout). + Should(Succeed()) + + // Check readonly value + Expect(actualService.Spec.Template.Annotations[constants.StorageReadonlyAnnotationKey]). + To(Equal("false")) + }) + }) + Context("When creating an inference service with invalid Storage URI", func() { It("Should fail with reason ModelLoadFailed", func() { serviceName := "servingruntime-test" @@ -1778,7 +1935,6 @@ var _ = Describe("v1beta1 inference service controller", func() { copiedConfigs[key] = `{ "disableIstioVirtualHost": true, "ingressGateway": "knative-serving/knative-ingress-gateway", - "ingressService": "test-destination", "localGateway": "knative-serving/knative-local-gateway", "localGatewayService": "knative-local-gateway.istio-system.svc.cluster.local" }` @@ -2189,4 +2345,171 @@ var _ = Describe("v1beta1 inference service controller", func() { }, timeout, interval).Should(BeTrue()) }) }) + Context("If the InferenceService occured any error", func() { + It("InferenceService should generate event message about non-ready conditions", func() { + // Create configmap + var configMap = &v1.ConfigMap{ + ObjectMeta: metav1.ObjectMeta{ + Name: constants.InferenceServiceConfigMapName, + Namespace: constants.KServeNamespace, + }, + Data: configs, + } + Expect(k8sClient.Create(context.TODO(), configMap)).NotTo(HaveOccurred()) + defer k8sClient.Delete(context.TODO(), configMap) + // Create ServingRuntime + servingRuntime := &v1alpha1.ServingRuntime{ + ObjectMeta: metav1.ObjectMeta{ + Name: "tf-serving", + Namespace: "default", + }, + Spec: v1alpha1.ServingRuntimeSpec{ + SupportedModelFormats: []v1alpha1.SupportedModelFormat{ + { + Name: "tensorflow", + Version: proto.String("1"), + AutoSelect: proto.Bool(true), + }, + }, + ServingRuntimePodSpec: v1alpha1.ServingRuntimePodSpec{ + Containers: []v1.Container{ + { + Name: constants.InferenceServiceContainerName, + Image: "tensorflow/serving:1.14.0", + Command: []string{"/usr/bin/tensorflow_model_server"}, + Args: []string{ + "--port=9000", + "--rest_api_port=8080", + "--model_base_path=/mnt/models", + "--rest_api_timeout_in_ms=60000", + }, + Resources: defaultResource, + }, + }, + }, + Disabled: proto.Bool(false), + }, + } + k8sClient.Create(context.TODO(), servingRuntime) + defer k8sClient.Delete(context.TODO(), servingRuntime) + serviceName := "test-err-msg" + var expectedRequest = reconcile.Request{NamespacedName: types.NamespacedName{Name: serviceName, Namespace: "default"}} + var serviceKey = expectedRequest.NamespacedName + var storageUri = "s3://test/mnist/export" + ctx := context.Background() + isvc := &v1beta1.InferenceService{ + ObjectMeta: metav1.ObjectMeta{ + Name: serviceKey.Name, + Namespace: serviceKey.Namespace, + }, + Spec: v1beta1.InferenceServiceSpec{ + Predictor: v1beta1.PredictorSpec{ + ComponentExtensionSpec: v1beta1.ComponentExtensionSpec{ + MinReplicas: v1beta1.GetIntReference(1), + MaxReplicas: 3, + }, + Tensorflow: &v1beta1.TFServingSpec{ + PredictorExtensionSpec: v1beta1.PredictorExtensionSpec{ + StorageURI: &storageUri, + RuntimeVersion: proto.String("1.14.0"), + Container: v1.Container{ + Name: constants.InferenceServiceContainerName, + Resources: defaultResource, + }, + }, + }, + }, + }, + } + Expect(k8sClient.Create(ctx, isvc)).Should(Succeed()) + defer k8sClient.Delete(ctx, isvc) + inferenceService := &v1beta1.InferenceService{} + + updatedService := &knservingv1.Service{} + predictorServiceKey := types.NamespacedName{Name: constants.PredictorServiceName(serviceKey.Name), + Namespace: serviceKey.Namespace} + Eventually(func() error { return k8sClient.Get(context.TODO(), predictorServiceKey, updatedService) }, timeout). + Should(Succeed()) + + predictorUrl, _ := apis.ParseURL("http://" + constants.InferenceServiceHostName(constants.PredictorServiceName(serviceKey.Name), serviceKey.Namespace, domain)) + // update predictor status + updatedService.Status.URL = predictorUrl + updatedService.Status.Conditions = duckv1.Conditions{ + { + Type: knservingv1.ServiceConditionReady, + Status: "True", + }, + } + + Expect(retry.RetryOnConflict(retry.DefaultBackoff, func() error { + return k8sClient.Status().Update(context.TODO(), updatedService) + })).NotTo(gomega.HaveOccurred()) + + // assert inference service predictor status + Eventually(func() bool { + err := k8sClient.Get(ctx, serviceKey, inferenceService) + if err != nil { + return false + } + return true + }, timeout, interval).Should(BeTrue()) + + // should turn to fail + time.Sleep(10 * time.Second) + updatedService.Status.Conditions = duckv1.Conditions{ + { + Type: knservingv1.ServiceConditionReady, + Status: "False", + }, + } + Expect(retry.RetryOnConflict(retry.DefaultBackoff, func() error { + return k8sClient.Status().Update(context.TODO(), updatedService) + })).NotTo(gomega.HaveOccurred()) + + r := &InferenceServiceReconciler{ + Client: k8sClient, + } + + Eventually(func() bool { + events := &v1.EventList{} + err := k8sClient.List(ctx, events, client.InNamespace(serviceKey.Namespace)) + if err != nil { + return false + } + + notReadyEventFound := false + for _, event := range events.Items { + if event.InvolvedObject.Kind == "InferenceService" && + event.InvolvedObject.Name == serviceKey.Name && + event.Reason == string(InferenceServiceNotReadyState) { + + notReadyEventFound = true + break + } + } + + err = k8sClient.Get(ctx, serviceKey, inferenceService) + if err != nil { + return false + } + failConditions := r.GetFailConditions(inferenceService) + expectedConditions := strings.Split(failConditions, ", ") + + for _, expectedCondition := range expectedConditions { + found := false + for _, cond := range inferenceService.Status.Conditions { + if string(cond.Type) == expectedCondition && cond.Status == v1.ConditionFalse { + found = true + break + } + } + if !found { + return false + } + } + + return notReadyEventFound + }, timeout, interval).Should(BeTrue()) + }) + }) }) diff --git a/pkg/controller/v1beta1/inferenceservice/rawkube_controller_test.go b/pkg/controller/v1beta1/inferenceservice/rawkube_controller_test.go index 789983c7041..acbba0f6edf 100644 --- a/pkg/controller/v1beta1/inferenceservice/rawkube_controller_test.go +++ b/pkg/controller/v1beta1/inferenceservice/rawkube_controller_test.go @@ -74,7 +74,6 @@ var _ = Describe("v1beta1 inference service controller", func() { }`, "ingress": `{ "ingressGateway": "knative-serving/knative-ingress-gateway", - "ingressService": "test-destination", "localGateway": "knative-serving/knative-local-gateway", "localGatewayService": "knative-local-gateway.istio-system.svc.cluster.local" }`, @@ -172,7 +171,7 @@ var _ = Describe("v1beta1 inference service controller", func() { }, }, } - isvc.DefaultInferenceService(nil, nil) + isvc.DefaultInferenceService(nil, nil, &v1beta1.SecurityConfig{AutoMountServiceAccountToken: false}, nil) Expect(k8sClient.Create(ctx, isvc)).Should(Succeed()) inferenceService := &v1beta1.InferenceService{} @@ -272,6 +271,7 @@ var _ = Describe("v1beta1 inference service controller", func() { FSGroupChangePolicy: nil, SeccompProfile: nil, }, + AutomountServiceAccountToken: proto.Bool(false), }, }, Strategy: appsv1.DeploymentStrategy{ @@ -593,7 +593,7 @@ var _ = Describe("v1beta1 inference service controller", func() { }, }, } - isvc.DefaultInferenceService(nil, nil) + isvc.DefaultInferenceService(nil, nil, &v1beta1.SecurityConfig{AutoMountServiceAccountToken: false}, nil) Expect(k8sClient.Create(ctx, isvc)).Should(Succeed()) inferenceService := &v1beta1.InferenceService{} @@ -689,6 +689,7 @@ var _ = Describe("v1beta1 inference service controller", func() { FSGroupChangePolicy: nil, SeccompProfile: nil, }, + AutomountServiceAccountToken: proto.Bool(false), }, }, // This is now customized and different from defaults set via `setDefaultDeploymentSpec`. @@ -993,7 +994,7 @@ var _ = Describe("v1beta1 inference service controller", func() { }, }, } - isvc.DefaultInferenceService(nil, nil) + isvc.DefaultInferenceService(nil, nil, &v1beta1.SecurityConfig{AutoMountServiceAccountToken: false}, nil) Expect(k8sClient.Create(ctx, isvc)).Should(Succeed()) inferenceService := &v1beta1.InferenceService{} @@ -1091,6 +1092,7 @@ var _ = Describe("v1beta1 inference service controller", func() { FSGroupChangePolicy: nil, SeccompProfile: nil, }, + AutomountServiceAccountToken: proto.Bool(false), }, }, Strategy: appsv1.DeploymentStrategy{ @@ -1275,7 +1277,6 @@ var _ = Describe("v1beta1 inference service controller", func() { }`, "ingress": `{ "ingressGateway": "knative-serving/knative-ingress-gateway", - "ingressService": "test-destination", "localGateway": "knative-serving/knative-local-gateway", "localGatewayService": "knative-local-gateway.istio-system.svc.cluster.local", "ingressDomain": "example.com" @@ -1365,7 +1366,7 @@ var _ = Describe("v1beta1 inference service controller", func() { }, }, } - isvc.DefaultInferenceService(nil, nil) + isvc.DefaultInferenceService(nil, nil, &v1beta1.SecurityConfig{AutoMountServiceAccountToken: false}, nil) Expect(k8sClient.Create(ctx, isvc)).Should(Succeed()) inferenceService := &v1beta1.InferenceService{} @@ -1465,6 +1466,7 @@ var _ = Describe("v1beta1 inference service controller", func() { FSGroupChangePolicy: nil, SeccompProfile: nil, }, + AutomountServiceAccountToken: proto.Bool(false), }, }, Strategy: appsv1.DeploymentStrategy{ @@ -1707,7 +1709,6 @@ var _ = Describe("v1beta1 inference service controller", func() { }`, "ingress": `{ "ingressGateway": "knative-serving/knative-ingress-gateway", - "ingressService": "test-destination", "localGateway": "knative-serving/knative-local-gateway", "localGatewayService": "knative-local-gateway.istio-system.svc.cluster.local", "ingressDomain": "example.com", @@ -1798,7 +1799,7 @@ var _ = Describe("v1beta1 inference service controller", func() { }, }, } - isvc.DefaultInferenceService(nil, nil) + isvc.DefaultInferenceService(nil, nil, &v1beta1.SecurityConfig{AutoMountServiceAccountToken: false}, nil) Expect(k8sClient.Create(ctx, isvc)).Should(Succeed()) inferenceService := &v1beta1.InferenceService{} @@ -1898,6 +1899,7 @@ var _ = Describe("v1beta1 inference service controller", func() { FSGroupChangePolicy: nil, SeccompProfile: nil, }, + AutomountServiceAccountToken: proto.Bool(false), }, }, Strategy: appsv1.DeploymentStrategy{ diff --git a/pkg/controller/v1beta1/inferenceservice/reconcilers/deployment/deployment_reconciler.go b/pkg/controller/v1beta1/inferenceservice/reconcilers/deployment/deployment_reconciler.go index 0ba5b58d8d3..dcb17d5e714 100644 --- a/pkg/controller/v1beta1/inferenceservice/reconcilers/deployment/deployment_reconciler.go +++ b/pkg/controller/v1beta1/inferenceservice/reconcilers/deployment/deployment_reconciler.go @@ -18,6 +18,7 @@ package deployment import ( "context" + "encoding/json" "github.com/google/go-cmp/cmp/cmpopts" "github.com/kserve/kserve/pkg/apis/serving/v1beta1" @@ -29,7 +30,9 @@ import ( "k8s.io/apimachinery/pkg/runtime" "k8s.io/apimachinery/pkg/types" "k8s.io/apimachinery/pkg/util/intstr" + "k8s.io/apimachinery/pkg/util/strategicpatch" "knative.dev/pkg/kmp" + "sigs.k8s.io/controller-runtime/pkg/client" kclient "sigs.k8s.io/controller-runtime/pkg/client" logf "sigs.k8s.io/controller-runtime/pkg/log" ) @@ -215,7 +218,29 @@ func (r *DeploymentReconciler) Reconcile() (*appsv1.Deployment, error) { case constants.CheckResultCreate: opErr = r.client.Create(context.TODO(), r.Deployment) case constants.CheckResultUpdate: - opErr = r.client.Update(context.TODO(), r.Deployment) + curJson, err := json.Marshal(deployment) + if err != nil { + return nil, err + } + + // To avoid the conflict between HPA and Deployment, + // we need to remove the Replicas field from the deployment spec + modDeployment := r.Deployment.DeepCopy() + modDeployment.Spec.Replicas = nil + + modJson, err := json.Marshal(modDeployment) + if err != nil { + return nil, err + } + // Generate the strategic merge patch between the current and modified JSON + patchByte, err := strategicpatch.StrategicMergePatch(curJson, modJson, appsv1.Deployment{}) + if err != nil { + return nil, err + } + + // Patch the deployment object with the strategic merge patch + opErr = r.client.Patch(context.TODO(), deployment, client.RawPatch(types.StrategicMergePatchType, patchByte)) + default: return deployment, nil } diff --git a/pkg/controller/v1beta1/inferenceservice/reconcilers/ingress/ingress_reconciler.go b/pkg/controller/v1beta1/inferenceservice/reconcilers/ingress/ingress_reconciler.go index 4f00c9204da..702659d73b5 100644 --- a/pkg/controller/v1beta1/inferenceservice/reconcilers/ingress/ingress_reconciler.go +++ b/pkg/controller/v1beta1/inferenceservice/reconcilers/ingress/ingress_reconciler.go @@ -125,14 +125,21 @@ func getAdditionalHosts(domainList *[]string, serviceHost string, config *v1beta // len(subdomain) != 0 means we have found the subdomain. // If the list of the additionalIngressDomains is not empty, we will append the valid host created by the // additional ingress domain. + // Deduplicate the domains in the additionalIngressDomains, making sure that the returned additionalHosts + // do not have duplicate domains. + deduplicateMap := map[string]bool{} for _, domain := range *config.AdditionalIngressDomains { - host := fmt.Sprintf("%s%s", subdomain, domain) - if err := validation.IsDNS1123Subdomain(host); len(err) > 0 { - log.Error(fmt.Errorf("The domain name %s in the additionalIngressDomains is not valid", domain), - "Failed to get the valid host name") - continue + // If the domain is redundant, go to the next element. + if !deduplicateMap[domain] { + host := fmt.Sprintf("%s%s", subdomain, domain) + if err := validation.IsDNS1123Subdomain(host); len(err) > 0 { + log.Error(fmt.Errorf("The domain name %s in the additionalIngressDomains is not valid", domain), + "Failed to get the valid host name") + continue + } + *additionalHosts = append(*additionalHosts, host) + deduplicateMap[domain] = true } - *additionalHosts = append(*additionalHosts, host) } } } @@ -307,22 +314,49 @@ func createHTTPMatchRequest(prefix, targetHost, internalHost string, additionalH if additionalHosts != nil && len(*additionalHosts) != 0 { for _, host := range *additionalHosts { - matchRequests = append(matchRequests, - &istiov1beta1.HTTPMatchRequest{ - Uri: uri, - Authority: &istiov1beta1.StringMatch{ - MatchType: &istiov1beta1.StringMatch_Regex{ - Regex: constants.HostRegExp(host), - }, + matchRequest := &istiov1beta1.HTTPMatchRequest{ + Uri: uri, + Authority: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Regex{ + Regex: constants.HostRegExp(host), }, - Gateways: []string{config.IngressGateway}, - }) + }, + Gateways: []string{config.IngressGateway}, + } + if !containsHTTPMatchRequest(matchRequest, matchRequests) { + matchRequests = append(matchRequests, matchRequest) + } } } } return matchRequests } +func containsHTTPMatchRequest(matchRequest *istiov1beta1.HTTPMatchRequest, matchRequests []*istiov1beta1.HTTPMatchRequest) bool { + for _, matchRequestEle := range matchRequests { + // If authority, gateways and uri are all equal, two HTTPMatchRequests will be equal. + if stringMatchEqual(matchRequest.Authority, matchRequestEle.Authority) && gatewaysEqual(matchRequest, matchRequestEle) && + stringMatchEqual(matchRequest.Uri, matchRequestEle.Uri) { + return true + } + } + return false +} + +func stringMatchEqual(stringMatch, stringMatchDest *istiov1beta1.StringMatch) bool { + if stringMatch != nil && stringMatchDest != nil { + return equality.Semantic.DeepEqual(stringMatch.MatchType, stringMatchDest.MatchType) + } + if stringMatch == nil && stringMatchDest == nil { + return true + } + return false +} + +func gatewaysEqual(matchRequest, matchRequestDest *istiov1beta1.HTTPMatchRequest) bool { + return equality.Semantic.DeepEqual(matchRequest.Gateways, matchRequestDest.Gateways) +} + func createIngress(isvc *v1beta1.InferenceService, useDefault bool, config *v1beta1.IngressConfig, domainList *[]string) *istioclientv1beta1.VirtualService { if !isvc.Status.IsConditionReady(v1beta1.PredictorReady) { status := corev1.ConditionFalse @@ -401,12 +435,14 @@ func createIngress(isvc *v1beta1.InferenceService, useDefault bool, config *v1be Match: createHTTPMatchRequest(constants.ExplainPrefix(), serviceHost, network.GetServiceHostname(isvc.Name, isvc.Namespace), additionalHosts, isInternal, config), Route: []*istiov1beta1.HTTPRouteDestination{ - createHTTPRouteDestination(config.LocalGatewayServiceName), + createHTTPRouteDestination(config.KnativeLocalGatewayService), }, Headers: &istiov1beta1.Headers{ Request: &istiov1beta1.Headers_HeaderOperations{ Set: map[string]string{ - "Host": network.GetServiceHostname(expBackend, isvc.Namespace), + "Host": network.GetServiceHostname(expBackend, isvc.Namespace), + constants.IsvcNameHeader: isvc.Name, + constants.IsvcNamespaceHeader: isvc.Namespace, }, }, }, @@ -418,12 +454,14 @@ func createIngress(isvc *v1beta1.InferenceService, useDefault bool, config *v1be Match: createHTTPMatchRequest("", serviceHost, network.GetServiceHostname(isvc.Name, isvc.Namespace), additionalHosts, isInternal, config), Route: []*istiov1beta1.HTTPRouteDestination{ - createHTTPRouteDestination(config.LocalGatewayServiceName), + createHTTPRouteDestination(config.KnativeLocalGatewayService), }, Headers: &istiov1beta1.Headers{ Request: &istiov1beta1.Headers_HeaderOperations{ Set: map[string]string{ - "Host": network.GetServiceHostname(backend, isvc.Namespace), + "Host": network.GetServiceHostname(backend, isvc.Namespace), + constants.IsvcNameHeader: isvc.Name, + constants.IsvcNamespaceHeader: isvc.Namespace, }, }, }, @@ -448,6 +486,43 @@ func createIngress(isvc *v1beta1.InferenceService, useDefault bool, config *v1be url.Path = strings.TrimSuffix(path, "/") // remove trailing "/" if present url.Host = config.IngressDomain // In this case, we have a path-based URL so we add a path-based rule + if isvc.Spec.Explainer != nil { + httpRoutes = append(httpRoutes, &istiov1beta1.HTTPRoute{ + Match: []*istiov1beta1.HTTPMatchRequest{ + { + Uri: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Regex{ + Regex: url.Path + constants.PathBasedExplainPrefix(), + }, + }, + Authority: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Regex{ + Regex: constants.HostRegExp(url.Host), + }, + }, + Gateways: []string{config.IngressGateway}, + }, + }, + Rewrite: &istiov1beta1.HTTPRewrite{ + UriRegexRewrite: &istiov1beta1.RegexRewrite{ + Match: url.Path + constants.PathBasedExplainPrefix(), + Rewrite: `\1`, + }, + }, + Route: []*istiov1beta1.HTTPRouteDestination{ + createHTTPRouteDestination(config.KnativeLocalGatewayService), + }, + Headers: &istiov1beta1.Headers{ + Request: &istiov1beta1.Headers_HeaderOperations{ + Set: map[string]string{ + "Host": network.GetServiceHostname(expBackend, isvc.Namespace), + constants.IsvcNameHeader: isvc.Name, + constants.IsvcNamespaceHeader: isvc.Namespace, + }, + }, + }, + }) + } httpRoutes = append(httpRoutes, &istiov1beta1.HTTPRoute{ Match: []*istiov1beta1.HTTPMatchRequest{ { @@ -481,12 +556,14 @@ func createIngress(isvc *v1beta1.InferenceService, useDefault bool, config *v1be Uri: "/", }, Route: []*istiov1beta1.HTTPRouteDestination{ - createHTTPRouteDestination(config.LocalGatewayServiceName), + createHTTPRouteDestination(config.KnativeLocalGatewayService), }, Headers: &istiov1beta1.Headers{ Request: &istiov1beta1.Headers_HeaderOperations{ Set: map[string]string{ - "Host": network.GetServiceHostname(backend, isvc.Namespace), + "Host": network.GetServiceHostname(backend, isvc.Namespace), + constants.IsvcNameHeader: isvc.Name, + constants.IsvcNamespaceHeader: isvc.Namespace, }, }, }, @@ -497,7 +574,16 @@ func createIngress(isvc *v1beta1.InferenceService, useDefault bool, config *v1be if !isInternal { // We only append the additional hosts, when the ingress is not internal. - hosts = append(hosts, *additionalHosts...) + hostMap := map[string]bool{} + for _, host := range hosts { + hostMap[host] = true + } + + for _, additionalHost := range *additionalHosts { + if !hostMap[additionalHost] { + hosts = append(hosts, additionalHost) + } + } } annotations := utils.Filter(isvc.Annotations, func(key string) bool { return !utils.Includes(constants.ServiceAnnotationDisallowedList, key) diff --git a/pkg/controller/v1beta1/inferenceservice/reconcilers/ingress/ingress_reconciler_test.go b/pkg/controller/v1beta1/inferenceservice/reconcilers/ingress/ingress_reconciler_test.go index ce64a2b89be..afe5fa25955 100644 --- a/pkg/controller/v1beta1/inferenceservice/reconcilers/ingress/ingress_reconciler_test.go +++ b/pkg/controller/v1beta1/inferenceservice/reconcilers/ingress/ingress_reconciler_test.go @@ -22,8 +22,6 @@ import ( "testing" "github.com/google/go-cmp/cmp" - "github.com/kserve/kserve/pkg/apis/serving/v1beta1" - "github.com/kserve/kserve/pkg/constants" "github.com/onsi/gomega" gomegaTypes "github.com/onsi/gomega/types" "google.golang.org/protobuf/testing/protocmp" @@ -34,6 +32,9 @@ import ( "knative.dev/pkg/apis" duckv1 "knative.dev/pkg/apis/duck/v1" "knative.dev/pkg/network" + + "github.com/kserve/kserve/pkg/apis/serving/v1beta1" + "github.com/kserve/kserve/pkg/constants" ) func TestCreateVirtualService(t *testing.T) { @@ -42,6 +43,7 @@ func TestCreateVirtualService(t *testing.T) { annotations := map[string]string{"test": "test"} isvcAnnotations := map[string]string{"test": "test", "kubectl.kubernetes.io/last-applied-configuration": "test"} labels := map[string]string{"test": "test"} + knativeLocalGatewayService := "someIngressServiceName" domain := "example.com" additionalDomain := "my-additional-domain.com" additionalSecondDomain := "my-second-additional-domain.com" @@ -83,10 +85,10 @@ func TestCreateVirtualService(t *testing.T) { }, { name: "predictor missing url", ingressConfig: &v1beta1.IngressConfig{ - IngressGateway: constants.KnativeIngressGateway, - IngressServiceName: "someIngressServiceName", - LocalGateway: constants.KnativeLocalGateway, - LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", + IngressGateway: constants.KnativeIngressGateway, + KnativeLocalGatewayService: knativeLocalGatewayService, + LocalGateway: constants.KnativeLocalGateway, + LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", }, useDefault: false, componentStatus: &v1beta1.InferenceServiceStatus{ @@ -98,10 +100,10 @@ func TestCreateVirtualService(t *testing.T) { }, { name: "found predictor status", ingressConfig: &v1beta1.IngressConfig{ - IngressGateway: constants.KnativeIngressGateway, - IngressServiceName: "someIngressServiceName", - LocalGateway: constants.KnativeLocalGateway, - LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", + IngressGateway: constants.KnativeIngressGateway, + KnativeLocalGatewayService: knativeLocalGatewayService, + LocalGateway: constants.KnativeLocalGateway, + LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", }, useDefault: false, componentStatus: &v1beta1.InferenceServiceStatus{ @@ -138,13 +140,16 @@ func TestCreateVirtualService(t *testing.T) { Match: predictorRouteMatch, Route: []*istiov1beta1.HTTPRouteDestination{ { - Destination: &istiov1beta1.Destination{Host: constants.LocalGatewayHost, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, + Destination: &istiov1beta1.Destination{Host: knativeLocalGatewayService, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, Weight: 100, }, }, Headers: &istiov1beta1.Headers{ Request: &istiov1beta1.Headers_HeaderOperations{Set: map[string]string{ - "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace)}}, + "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace), + "KServe-Isvc-Name": serviceName, + "KServe-Isvc-Namespace": namespace, + }}, }, }, }, @@ -153,10 +158,10 @@ func TestCreateVirtualService(t *testing.T) { }, { name: "local cluster predictor", ingressConfig: &v1beta1.IngressConfig{ - IngressGateway: constants.KnativeIngressGateway, - IngressServiceName: "someIngressServiceName", - LocalGateway: constants.KnativeLocalGateway, - LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", + IngressGateway: constants.KnativeIngressGateway, + KnativeLocalGatewayService: knativeLocalGatewayService, + LocalGateway: constants.KnativeLocalGateway, + LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", }, useDefault: false, componentStatus: &v1beta1.InferenceServiceStatus{ @@ -202,13 +207,15 @@ func TestCreateVirtualService(t *testing.T) { }, Route: []*istiov1beta1.HTTPRouteDestination{ { - Destination: &istiov1beta1.Destination{Host: constants.LocalGatewayHost, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, + Destination: &istiov1beta1.Destination{Host: knativeLocalGatewayService, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, Weight: 100, }, }, Headers: &istiov1beta1.Headers{ Request: &istiov1beta1.Headers_HeaderOperations{Set: map[string]string{ - "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace)}}, + "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace), + "KServe-Isvc-Name": serviceName, + "KServe-Isvc-Namespace": namespace}}, }, }, }, @@ -218,10 +225,10 @@ func TestCreateVirtualService(t *testing.T) { { name: "nil transformer status fails with status unknown", ingressConfig: &v1beta1.IngressConfig{ - IngressGateway: constants.KnativeIngressGateway, - IngressServiceName: "someIngressServiceName", - LocalGateway: constants.KnativeLocalGateway, - LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", + IngressGateway: constants.KnativeIngressGateway, + KnativeLocalGatewayService: knativeLocalGatewayService, + LocalGateway: constants.KnativeLocalGateway, + LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", }, useDefault: false, componentStatus: &v1beta1.InferenceServiceStatus{ @@ -245,10 +252,10 @@ func TestCreateVirtualService(t *testing.T) { }, { name: "found transformer and predictor status", ingressConfig: &v1beta1.IngressConfig{ - IngressGateway: constants.KnativeIngressGateway, - IngressServiceName: "someIngressServiceName", - LocalGateway: constants.KnativeLocalGateway, - LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", + IngressGateway: constants.KnativeIngressGateway, + KnativeLocalGatewayService: knativeLocalGatewayService, + LocalGateway: constants.KnativeLocalGateway, + LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", }, useDefault: false, componentStatus: &v1beta1.InferenceServiceStatus{ @@ -301,13 +308,15 @@ func TestCreateVirtualService(t *testing.T) { Match: predictorRouteMatch, Route: []*istiov1beta1.HTTPRouteDestination{ { - Destination: &istiov1beta1.Destination{Host: constants.LocalGatewayHost, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, + Destination: &istiov1beta1.Destination{Host: knativeLocalGatewayService, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, Weight: 100, }, }, Headers: &istiov1beta1.Headers{ Request: &istiov1beta1.Headers_HeaderOperations{Set: map[string]string{ - "Host": network.GetServiceHostname(constants.TransformerServiceName(serviceName), namespace), + "Host": network.GetServiceHostname(constants.TransformerServiceName(serviceName), namespace), + "KServe-Isvc-Name": serviceName, + "KServe-Isvc-Namespace": namespace, }}, }, }, @@ -317,10 +326,10 @@ func TestCreateVirtualService(t *testing.T) { }, { name: "found transformer and predictor status", ingressConfig: &v1beta1.IngressConfig{ - IngressGateway: constants.KnativeIngressGateway, - IngressServiceName: "someIngressServiceName", - LocalGateway: constants.KnativeLocalGateway, - LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", + IngressGateway: constants.KnativeIngressGateway, + KnativeLocalGatewayService: knativeLocalGatewayService, + LocalGateway: constants.KnativeLocalGateway, + LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", }, useDefault: false, componentStatus: &v1beta1.InferenceServiceStatus{ @@ -373,13 +382,15 @@ func TestCreateVirtualService(t *testing.T) { Match: predictorRouteMatch, Route: []*istiov1beta1.HTTPRouteDestination{ { - Destination: &istiov1beta1.Destination{Host: constants.LocalGatewayHost, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, + Destination: &istiov1beta1.Destination{Host: knativeLocalGatewayService, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, Weight: 100, }, }, Headers: &istiov1beta1.Headers{ Request: &istiov1beta1.Headers_HeaderOperations{Set: map[string]string{ - "Host": network.GetServiceHostname(constants.TransformerServiceName(serviceName), namespace), + "Host": network.GetServiceHostname(constants.TransformerServiceName(serviceName), namespace), + "KServe-Isvc-Name": serviceName, + "KServe-Isvc-Namespace": namespace, }}, }, }, @@ -389,10 +400,10 @@ func TestCreateVirtualService(t *testing.T) { }, { name: "nil explainer status fails with status unknown", ingressConfig: &v1beta1.IngressConfig{ - IngressGateway: constants.KnativeIngressGateway, - IngressServiceName: "someIngressServiceName", - LocalGateway: constants.KnativeLocalGateway, - LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", + IngressGateway: constants.KnativeIngressGateway, + KnativeLocalGatewayService: knativeLocalGatewayService, + LocalGateway: constants.KnativeLocalGateway, + LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", }, useDefault: false, componentStatus: &v1beta1.InferenceServiceStatus{ @@ -416,10 +427,10 @@ func TestCreateVirtualService(t *testing.T) { }, { name: "found explainer and predictor status", ingressConfig: &v1beta1.IngressConfig{ - IngressGateway: constants.KnativeIngressGateway, - IngressServiceName: "someIngressServiceName", - LocalGateway: constants.KnativeLocalGateway, - LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", + IngressGateway: constants.KnativeIngressGateway, + KnativeLocalGatewayService: knativeLocalGatewayService, + LocalGateway: constants.KnativeLocalGateway, + LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", }, useDefault: false, componentStatus: &v1beta1.InferenceServiceStatus{ @@ -499,13 +510,15 @@ func TestCreateVirtualService(t *testing.T) { }, Route: []*istiov1beta1.HTTPRouteDestination{ { - Destination: &istiov1beta1.Destination{Host: constants.LocalGatewayHost, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, + Destination: &istiov1beta1.Destination{Host: knativeLocalGatewayService, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, Weight: 100, }, }, Headers: &istiov1beta1.Headers{ Request: &istiov1beta1.Headers_HeaderOperations{Set: map[string]string{ - "Host": network.GetServiceHostname(constants.ExplainerServiceName(serviceName), namespace)}, + "Host": network.GetServiceHostname(constants.ExplainerServiceName(serviceName), namespace), + "KServe-Isvc-Name": serviceName, + "KServe-Isvc-Namespace": namespace}, }, }, }, @@ -513,13 +526,15 @@ func TestCreateVirtualService(t *testing.T) { Match: predictorRouteMatch, Route: []*istiov1beta1.HTTPRouteDestination{ { - Destination: &istiov1beta1.Destination{Host: constants.LocalGatewayHost, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, + Destination: &istiov1beta1.Destination{Host: knativeLocalGatewayService, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, Weight: 100, }, }, Headers: &istiov1beta1.Headers{ Request: &istiov1beta1.Headers_HeaderOperations{Set: map[string]string{ - "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace)}, + "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace), + "KServe-Isvc-Name": serviceName, + "KServe-Isvc-Namespace": namespace}, }, }, }, @@ -529,14 +544,14 @@ func TestCreateVirtualService(t *testing.T) { }, { name: "found predictor status with path template", ingressConfig: &v1beta1.IngressConfig{ - IngressGateway: constants.KnativeIngressGateway, - IngressServiceName: "someIngressServiceName", - LocalGateway: constants.KnativeLocalGateway, - LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", - UrlScheme: "http", - IngressDomain: "my-domain.com", - PathTemplate: "/serving/{{ .Namespace }}/{{ .Name }}", - DisableIstioVirtualHost: false, + IngressGateway: constants.KnativeIngressGateway, + KnativeLocalGatewayService: knativeLocalGatewayService, + LocalGateway: constants.KnativeLocalGateway, + LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", + UrlScheme: "http", + IngressDomain: "my-domain.com", + PathTemplate: "/serving/{{ .Namespace }}/{{ .Name }}", + DisableIstioVirtualHost: false, }, useDefault: false, componentStatus: &v1beta1.InferenceServiceStatus{ @@ -590,13 +605,15 @@ func TestCreateVirtualService(t *testing.T) { }, Route: []*istiov1beta1.HTTPRouteDestination{ { - Destination: &istiov1beta1.Destination{Host: constants.LocalGatewayHost, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, + Destination: &istiov1beta1.Destination{Host: knativeLocalGatewayService, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, Weight: 100, }, }, Headers: &istiov1beta1.Headers{ Request: &istiov1beta1.Headers_HeaderOperations{Set: map[string]string{ - "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace)}}, + "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace), + "KServe-Isvc-Name": serviceName, + "KServe-Isvc-Namespace": namespace}}, }, }, { @@ -632,12 +649,14 @@ func TestCreateVirtualService(t *testing.T) { Uri: "/", }, Route: []*istiov1beta1.HTTPRouteDestination{ - createHTTPRouteDestination("knative-local-gateway.istio-system.svc.cluster.local"), + createHTTPRouteDestination(knativeLocalGatewayService), }, Headers: &istiov1beta1.Headers{ Request: &istiov1beta1.Headers_HeaderOperations{ Set: map[string]string{ - "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace), + "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace), + "KServe-Isvc-Name": serviceName, + "KServe-Isvc-Namespace": namespace, }, }, }, @@ -648,15 +667,15 @@ func TestCreateVirtualService(t *testing.T) { }, { name: "found predictor status with the additional ingress domains", ingressConfig: &v1beta1.IngressConfig{ - IngressGateway: constants.KnativeIngressGateway, - IngressServiceName: "someIngressServiceName", - LocalGateway: constants.KnativeLocalGateway, - LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", - UrlScheme: "http", - IngressDomain: "my-domain.com", - AdditionalIngressDomains: &[]string{additionalDomain, additionalSecondDomain}, - PathTemplate: "/serving/{{ .Namespace }}/{{ .Name }}", - DisableIstioVirtualHost: false, + IngressGateway: constants.KnativeIngressGateway, + KnativeLocalGatewayService: knativeLocalGatewayService, + LocalGateway: constants.KnativeLocalGateway, + LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", + UrlScheme: "http", + IngressDomain: "my-domain.com", + AdditionalIngressDomains: &[]string{additionalDomain, additionalSecondDomain}, + PathTemplate: "/serving/{{ .Namespace }}/{{ .Name }}", + DisableIstioVirtualHost: false, }, domainList: &[]string{"my-domain-1.com", "example.com"}, useDefault: false, @@ -728,13 +747,374 @@ func TestCreateVirtualService(t *testing.T) { }, Route: []*istiov1beta1.HTTPRouteDestination{ { - Destination: &istiov1beta1.Destination{Host: constants.LocalGatewayHost, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, + Destination: &istiov1beta1.Destination{Host: knativeLocalGatewayService, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, Weight: 100, }, }, Headers: &istiov1beta1.Headers{ Request: &istiov1beta1.Headers_HeaderOperations{Set: map[string]string{ - "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace)}}, + "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace), + "KServe-Isvc-Name": serviceName, + "KServe-Isvc-Namespace": namespace}}, + }, + }, + { + Match: []*istiov1beta1.HTTPMatchRequest{ + { + Uri: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Prefix{ + Prefix: fmt.Sprintf("/serving/%s/%s/", namespace, serviceName), + }, + }, + Authority: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Regex{ + Regex: constants.HostRegExp("my-domain.com"), + }, + }, + Gateways: []string{constants.KnativeIngressGateway}, + }, + { + Uri: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Exact{ + Exact: fmt.Sprintf("/serving/%s/%s", namespace, serviceName), + }, + }, + Authority: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Regex{ + Regex: constants.HostRegExp("my-domain.com"), + }, + }, + Gateways: []string{constants.KnativeIngressGateway}, + }, + }, + Rewrite: &istiov1beta1.HTTPRewrite{ + Uri: "/", + }, + Route: []*istiov1beta1.HTTPRouteDestination{ + createHTTPRouteDestination(knativeLocalGatewayService), + }, + Headers: &istiov1beta1.Headers{ + Request: &istiov1beta1.Headers_HeaderOperations{ + Set: map[string]string{ + "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace), + "KServe-Isvc-Name": serviceName, + "KServe-Isvc-Namespace": namespace, + }, + }, + }, + }, + }, + }, + }, + }, { + name: "found predictor status with the additional ingress domains with duplication", + ingressConfig: &v1beta1.IngressConfig{ + IngressGateway: constants.KnativeIngressGateway, + KnativeLocalGatewayService: knativeLocalGatewayService, + LocalGateway: constants.KnativeLocalGateway, + LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", + UrlScheme: "http", + IngressDomain: "my-domain.com", + AdditionalIngressDomains: &[]string{"example.com", additionalDomain, additionalSecondDomain, additionalDomain}, + PathTemplate: "/serving/{{ .Namespace }}/{{ .Name }}", + DisableIstioVirtualHost: false, + }, + domainList: &[]string{"my-domain-1.com", "example.com"}, + useDefault: false, + componentStatus: &v1beta1.InferenceServiceStatus{ + Status: duckv1.Status{ + Conditions: duckv1.Conditions{ + { + Type: v1beta1.PredictorReady, + Status: corev1.ConditionTrue, + }, + }, + }, + Components: map[v1beta1.ComponentType]v1beta1.ComponentStatusSpec{ + v1beta1.PredictorComponent: { + URL: &apis.URL{ + Scheme: "http", + Host: predictorHostname, + }, + Address: &duckv1.Addressable{ + URL: &apis.URL{ + Scheme: "http", + Host: network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace), + }, + }, + }, + }, + }, + expectedService: &istioclientv1beta1.VirtualService{ + ObjectMeta: metav1.ObjectMeta{Name: serviceName, Namespace: namespace, Annotations: annotations, Labels: labels}, + Spec: istiov1beta1.VirtualService{ + Hosts: []string{serviceInternalHostName, serviceHostName, "my-domain.com", + "my-model.test.my-additional-domain.com", "my-model.test.my-second-additional-domain.com"}, + Gateways: []string{constants.KnativeLocalGateway, constants.IstioMeshGateway, constants.KnativeIngressGateway}, + Http: []*istiov1beta1.HTTPRoute{ + { + Match: []*istiov1beta1.HTTPMatchRequest{ + { + Authority: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Regex{ + Regex: constants.HostRegExp(network.GetServiceHostname(serviceName, namespace)), + }, + }, + Gateways: []string{constants.KnativeLocalGateway, constants.IstioMeshGateway}, + }, + { + Authority: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Regex{ + Regex: constants.HostRegExp(constants.InferenceServiceHostName(serviceName, namespace, domain)), + }, + }, + Gateways: []string{constants.KnativeIngressGateway}, + }, + { + Authority: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Regex{ + Regex: constants.HostRegExp(constants.InferenceServiceHostName(serviceName, namespace, additionalDomain)), + }, + }, + Gateways: []string{constants.KnativeIngressGateway}, + }, + { + Authority: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Regex{ + Regex: constants.HostRegExp(constants.InferenceServiceHostName(serviceName, namespace, additionalSecondDomain)), + }, + }, + Gateways: []string{constants.KnativeIngressGateway}, + }, + }, + Route: []*istiov1beta1.HTTPRouteDestination{ + { + Destination: &istiov1beta1.Destination{Host: knativeLocalGatewayService, + Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, + Weight: 100, + }, + }, + Headers: &istiov1beta1.Headers{ + Request: &istiov1beta1.Headers_HeaderOperations{Set: map[string]string{ + "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace), + "KServe-Isvc-Name": serviceName, + "KServe-Isvc-Namespace": namespace}}, + }, + }, + { + Match: []*istiov1beta1.HTTPMatchRequest{ + { + Uri: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Prefix{ + Prefix: fmt.Sprintf("/serving/%s/%s/", namespace, serviceName), + }, + }, + Authority: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Regex{ + Regex: constants.HostRegExp("my-domain.com"), + }, + }, + Gateways: []string{constants.KnativeIngressGateway}, + }, + { + Uri: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Exact{ + Exact: fmt.Sprintf("/serving/%s/%s", namespace, serviceName), + }, + }, + Authority: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Regex{ + Regex: constants.HostRegExp("my-domain.com"), + }, + }, + Gateways: []string{constants.KnativeIngressGateway}, + }, + }, + Rewrite: &istiov1beta1.HTTPRewrite{ + Uri: "/", + }, + Route: []*istiov1beta1.HTTPRouteDestination{ + createHTTPRouteDestination(knativeLocalGatewayService), + }, + Headers: &istiov1beta1.Headers{ + Request: &istiov1beta1.Headers_HeaderOperations{ + Set: map[string]string{ + "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace), + "KServe-Isvc-Name": serviceName, + "KServe-Isvc-Namespace": namespace, + }, + }, + }, + }, + }, + }, + }, + }, { + name: "found predictor and explainer status with path template", + ingressConfig: &v1beta1.IngressConfig{ + IngressGateway: constants.KnativeIngressGateway, + KnativeLocalGatewayService: knativeLocalGatewayService, + LocalGateway: constants.KnativeLocalGateway, + LocalGatewayServiceName: knativeLocalGatewayService, + UrlScheme: "http", + IngressDomain: "my-domain.com", + PathTemplate: "/serving/{{ .Namespace }}/{{ .Name }}", + DisableIstioVirtualHost: false, + }, + useDefault: false, + componentStatus: &v1beta1.InferenceServiceStatus{ + Status: duckv1.Status{ + Conditions: duckv1.Conditions{ + { + Type: v1beta1.PredictorReady, + Status: corev1.ConditionTrue, + }, + { + Type: v1beta1.ExplainerReady, + Status: corev1.ConditionTrue, + }, + }, + }, + Components: map[v1beta1.ComponentType]v1beta1.ComponentStatusSpec{ + v1beta1.ExplainerComponent: { + URL: &apis.URL{ + Scheme: "http", + Host: explainerHostname, + }, + Address: &duckv1.Addressable{ + URL: &apis.URL{ + Scheme: "http", + Host: network.GetServiceHostname(constants.ExplainerServiceName(serviceName), namespace), + }, + }, + }, + v1beta1.PredictorComponent: { + URL: &apis.URL{ + Scheme: "http", + Host: predictorHostname, + }, + Address: &duckv1.Addressable{ + URL: &apis.URL{ + Scheme: "http", + Host: network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace), + }, + }, + }, + }, + }, + expectedService: &istioclientv1beta1.VirtualService{ + ObjectMeta: metav1.ObjectMeta{Name: serviceName, Namespace: namespace, Annotations: annotations, Labels: labels}, + Spec: istiov1beta1.VirtualService{ + Hosts: []string{serviceInternalHostName, serviceHostName, "my-domain.com"}, + Gateways: []string{constants.KnativeLocalGateway, constants.IstioMeshGateway, constants.KnativeIngressGateway}, + Http: []*istiov1beta1.HTTPRoute{ + { + Match: []*istiov1beta1.HTTPMatchRequest{ + { + Uri: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Regex{ + Regex: constants.ExplainPrefix(), + }, + }, + Authority: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Regex{ + Regex: constants.HostRegExp(network.GetServiceHostname(serviceName, namespace)), + }, + }, + Gateways: []string{constants.KnativeLocalGateway, constants.IstioMeshGateway}, + }, + { + Uri: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Regex{ + Regex: constants.ExplainPrefix(), + }, + }, + Authority: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Regex{ + Regex: constants.HostRegExp(constants.InferenceServiceHostName(serviceName, namespace, domain)), + }, + }, + Gateways: []string{constants.KnativeIngressGateway}, + }, + }, + Route: []*istiov1beta1.HTTPRouteDestination{ + {Destination: &istiov1beta1.Destination{Host: knativeLocalGatewayService, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, + Weight: 100, + }, + }, + Headers: &istiov1beta1.Headers{ + Request: &istiov1beta1.Headers_HeaderOperations{Set: map[string]string{ + "Host": network.GetServiceHostname(constants.ExplainerServiceName(serviceName), namespace), + constants.IsvcNameHeader: serviceName, + constants.IsvcNamespaceHeader: namespace, + }, + }, + }, + }, + { + Match: []*istiov1beta1.HTTPMatchRequest{ + { + Authority: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Regex{ + Regex: constants.HostRegExp(network.GetServiceHostname(serviceName, namespace)), + }, + }, + Gateways: []string{constants.KnativeLocalGateway, constants.IstioMeshGateway}, + }, + { + Authority: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Regex{ + Regex: constants.HostRegExp(constants.InferenceServiceHostName(serviceName, namespace, domain)), + }, + }, + Gateways: []string{constants.KnativeIngressGateway}, + }, + }, + Route: []*istiov1beta1.HTTPRouteDestination{ + {Destination: &istiov1beta1.Destination{Host: knativeLocalGatewayService, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, + Weight: 100, + }, + }, + Headers: &istiov1beta1.Headers{ + Request: &istiov1beta1.Headers_HeaderOperations{Set: map[string]string{ + "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace), + constants.IsvcNameHeader: serviceName, + constants.IsvcNamespaceHeader: namespace}}, + }, + }, + { + Match: []*istiov1beta1.HTTPMatchRequest{ + { + Uri: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Regex{ + Regex: fmt.Sprintf("/serving/%s/%s%s", namespace, serviceName, constants.PathBasedExplainPrefix()), + }, + }, + Authority: &istiov1beta1.StringMatch{ + MatchType: &istiov1beta1.StringMatch_Regex{ + Regex: constants.HostRegExp("my-domain.com"), + }, + }, + Gateways: []string{constants.KnativeIngressGateway}, + }, + }, + Rewrite: &istiov1beta1.HTTPRewrite{ + UriRegexRewrite: &istiov1beta1.RegexRewrite{ + Match: fmt.Sprintf("/serving/%s/%s%s", namespace, serviceName, constants.PathBasedExplainPrefix()), + Rewrite: `\1`, + }, + }, + Route: []*istiov1beta1.HTTPRouteDestination{ + createHTTPRouteDestination(knativeLocalGatewayService), + }, + Headers: &istiov1beta1.Headers{ + Request: &istiov1beta1.Headers_HeaderOperations{ + Set: map[string]string{ + "Host": network.GetServiceHostname(constants.ExplainerServiceName(serviceName), namespace), + constants.IsvcNameHeader: serviceName, + constants.IsvcNamespaceHeader: namespace, + }, + }, }, }, { @@ -770,12 +1150,14 @@ func TestCreateVirtualService(t *testing.T) { Uri: "/", }, Route: []*istiov1beta1.HTTPRouteDestination{ - createHTTPRouteDestination("knative-local-gateway.istio-system.svc.cluster.local"), + createHTTPRouteDestination(knativeLocalGatewayService), }, Headers: &istiov1beta1.Headers{ Request: &istiov1beta1.Headers_HeaderOperations{ Set: map[string]string{ - "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace), + "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace), + constants.IsvcNameHeader: serviceName, + constants.IsvcNamespaceHeader: namespace, }, }, }, @@ -786,10 +1168,10 @@ func TestCreateVirtualService(t *testing.T) { }, { name: "found predictor status with default suffix", ingressConfig: &v1beta1.IngressConfig{ - IngressGateway: constants.KnativeIngressGateway, - IngressServiceName: "someIngressServiceName", - LocalGateway: constants.KnativeLocalGateway, - LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", + IngressGateway: constants.KnativeIngressGateway, + KnativeLocalGatewayService: knativeLocalGatewayService, + LocalGateway: constants.KnativeLocalGateway, + LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", }, useDefault: true, componentStatus: &v1beta1.InferenceServiceStatus{ @@ -826,13 +1208,15 @@ func TestCreateVirtualService(t *testing.T) { Match: predictorRouteMatch, Route: []*istiov1beta1.HTTPRouteDestination{ { - Destination: &istiov1beta1.Destination{Host: constants.LocalGatewayHost, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, + Destination: &istiov1beta1.Destination{Host: knativeLocalGatewayService, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, Weight: 100, }, }, Headers: &istiov1beta1.Headers{ Request: &istiov1beta1.Headers_HeaderOperations{Set: map[string]string{ - "Host": network.GetServiceHostname(constants.DefaultPredictorServiceName(serviceName), namespace)}}, + "Host": network.GetServiceHostname(constants.DefaultPredictorServiceName(serviceName), namespace), + "KServe-Isvc-Name": serviceName, + "KServe-Isvc-Namespace": namespace}}, }, }, }, @@ -841,10 +1225,10 @@ func TestCreateVirtualService(t *testing.T) { }, { name: "found transformer and predictor status with default suffix", ingressConfig: &v1beta1.IngressConfig{ - IngressGateway: constants.KnativeIngressGateway, - IngressServiceName: "someIngressServiceName", - LocalGateway: constants.KnativeLocalGateway, - LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", + IngressGateway: constants.KnativeIngressGateway, + KnativeLocalGatewayService: knativeLocalGatewayService, + LocalGateway: constants.KnativeLocalGateway, + LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", }, useDefault: true, componentStatus: &v1beta1.InferenceServiceStatus{ @@ -897,13 +1281,15 @@ func TestCreateVirtualService(t *testing.T) { Match: predictorRouteMatch, Route: []*istiov1beta1.HTTPRouteDestination{ { - Destination: &istiov1beta1.Destination{Host: constants.LocalGatewayHost, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, + Destination: &istiov1beta1.Destination{Host: knativeLocalGatewayService, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, Weight: 100, }, }, Headers: &istiov1beta1.Headers{ Request: &istiov1beta1.Headers_HeaderOperations{Set: map[string]string{ - "Host": network.GetServiceHostname(constants.DefaultTransformerServiceName(serviceName), namespace), + "Host": network.GetServiceHostname(constants.DefaultTransformerServiceName(serviceName), namespace), + "KServe-Isvc-Name": serviceName, + "KServe-Isvc-Namespace": namespace, }}, }, }, @@ -913,10 +1299,10 @@ func TestCreateVirtualService(t *testing.T) { }, { name: "transformer is not ready", ingressConfig: &v1beta1.IngressConfig{ - IngressGateway: constants.KnativeIngressGateway, - IngressServiceName: "someIngressServiceName", - LocalGateway: constants.KnativeLocalGateway, - LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", + IngressGateway: constants.KnativeIngressGateway, + KnativeLocalGatewayService: knativeLocalGatewayService, + LocalGateway: constants.KnativeLocalGateway, + LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", }, useDefault: true, componentStatus: &v1beta1.InferenceServiceStatus{ @@ -963,10 +1349,10 @@ func TestCreateVirtualService(t *testing.T) { }, { name: "nil explainer status fails with status unknown", ingressConfig: &v1beta1.IngressConfig{ - IngressGateway: constants.KnativeIngressGateway, - IngressServiceName: "someIngressServiceName", - LocalGateway: constants.KnativeLocalGateway, - LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", + IngressGateway: constants.KnativeIngressGateway, + KnativeLocalGatewayService: knativeLocalGatewayService, + LocalGateway: constants.KnativeLocalGateway, + LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", }, useDefault: false, componentStatus: &v1beta1.InferenceServiceStatus{ @@ -990,10 +1376,10 @@ func TestCreateVirtualService(t *testing.T) { }, { name: "explainer is not ready", ingressConfig: &v1beta1.IngressConfig{ - IngressGateway: constants.KnativeIngressGateway, - IngressServiceName: "someIngressServiceName", - LocalGateway: constants.KnativeLocalGateway, - LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", + IngressGateway: constants.KnativeIngressGateway, + KnativeLocalGatewayService: knativeLocalGatewayService, + LocalGateway: constants.KnativeLocalGateway, + LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", }, useDefault: false, componentStatus: &v1beta1.InferenceServiceStatus{ @@ -1053,10 +1439,10 @@ func TestCreateVirtualService(t *testing.T) { }, }, ingressConfig: &v1beta1.IngressConfig{ - IngressGateway: constants.KnativeIngressGateway, - IngressServiceName: "someIngressServiceName", - LocalGateway: constants.KnativeLocalGateway, - LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", + IngressGateway: constants.KnativeIngressGateway, + KnativeLocalGatewayService: knativeLocalGatewayService, + LocalGateway: constants.KnativeLocalGateway, + LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", }, useDefault: false, componentStatus: &v1beta1.InferenceServiceStatus{ @@ -1104,13 +1490,15 @@ func TestCreateVirtualService(t *testing.T) { }, Route: []*istiov1beta1.HTTPRouteDestination{ { - Destination: &istiov1beta1.Destination{Host: constants.LocalGatewayHost, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, + Destination: &istiov1beta1.Destination{Host: knativeLocalGatewayService, Port: &istiov1beta1.PortSelector{Number: constants.CommonDefaultHttpPort}}, Weight: 100, }, }, Headers: &istiov1beta1.Headers{ Request: &istiov1beta1.Headers_HeaderOperations{Set: map[string]string{ - "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace)}}, + "Host": network.GetServiceHostname(constants.PredictorServiceName(serviceName), namespace), + "KServe-Isvc-Name": serviceName, + "KServe-Isvc-Namespace": namespace}}, }, }, }, diff --git a/pkg/controller/v1beta1/inferenceservice/suite_test.go b/pkg/controller/v1beta1/inferenceservice/suite_test.go index 1bb29c5427e..19fe37294e3 100644 --- a/pkg/controller/v1beta1/inferenceservice/suite_test.go +++ b/pkg/controller/v1beta1/inferenceservice/suite_test.go @@ -18,6 +18,7 @@ package inferenceservice import ( "context" + "path/filepath" "testing" . "github.com/onsi/ginkgo/v2" @@ -64,7 +65,10 @@ var _ = BeforeSuite(func() { logf.SetLogger(zap.New(zap.WriteTo(GinkgoWriter), zap.UseDevMode(true))) ctx, cancel = context.WithCancel(context.TODO()) By("bootstrapping test environment") - testEnv = pkgtest.SetupEnvTest() + crdDirectoryPaths := []string{ + filepath.Join("..", "..", "..", "..", "test", "crds"), + } + testEnv = pkgtest.SetupEnvTest(crdDirectoryPaths) cfg, err := testEnv.Start() Expect(err).ToNot(HaveOccurred()) Expect(cfg).ToNot(BeNil()) @@ -105,7 +109,6 @@ var _ = BeforeSuite(func() { deployConfig := &v1beta1.DeployConfig{DefaultDeploymentMode: "Serverless"} ingressConfig := &v1beta1.IngressConfig{ IngressGateway: constants.KnativeIngressGateway, - IngressServiceName: "someIngressServiceName", LocalGateway: constants.KnativeLocalGateway, LocalGatewayServiceName: "knative-local-gateway.istio-system.svc.cluster.local", DisableIstioVirtualHost: false, diff --git a/pkg/controller/v1beta1/inferenceservice/utils/utils.go b/pkg/controller/v1beta1/inferenceservice/utils/utils.go index 270dfc024c1..82e8c7c7a18 100644 --- a/pkg/controller/v1beta1/inferenceservice/utils/utils.go +++ b/pkg/controller/v1beta1/inferenceservice/utils/utils.go @@ -26,20 +26,19 @@ import ( "sort" "strings" + goerrors "github.com/pkg/errors" + v1 "k8s.io/api/core/v1" + "k8s.io/apimachinery/pkg/api/errors" + "k8s.io/apimachinery/pkg/api/resource" + metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" "k8s.io/apimachinery/pkg/util/strategicpatch" + "sigs.k8s.io/controller-runtime/pkg/client" "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" "github.com/kserve/kserve/pkg/apis/serving/v1beta1" - v1beta1api "github.com/kserve/kserve/pkg/apis/serving/v1beta1" "github.com/kserve/kserve/pkg/constants" "github.com/kserve/kserve/pkg/utils" "github.com/kserve/kserve/pkg/webhook/admission/pod" - goerrors "github.com/pkg/errors" - v1 "k8s.io/api/core/v1" - "k8s.io/apimachinery/pkg/api/errors" - "k8s.io/apimachinery/pkg/api/resource" - metav1 "k8s.io/apimachinery/pkg/apis/meta/v1" - "sigs.k8s.io/controller-runtime/pkg/client" ) // Constants @@ -54,7 +53,7 @@ const ( // IsMMSPredictor Only enable MMS predictor when predictor config sets MMS to true and neither // storage uri nor storage spec is set -func IsMMSPredictor(predictor *v1beta1api.PredictorSpec) bool { +func IsMMSPredictor(predictor *v1beta1.PredictorSpec) bool { if len(predictor.Containers) > 0 { container := predictor.Containers[0] for _, envVar := range container.Env { @@ -74,7 +73,7 @@ func IsMMSPredictor(predictor *v1beta1api.PredictorSpec) bool { } } -func IsMemoryResourceAvailable(isvc *v1beta1api.InferenceService, totalReqMemory resource.Quantity) bool { +func IsMemoryResourceAvailable(isvc *v1beta1.InferenceService, totalReqMemory resource.Quantity) bool { if isvc.Spec.Predictor.GetExtensions() == nil || len(isvc.Spec.Predictor.GetImplementations()) == 0 { return false } @@ -85,18 +84,31 @@ func IsMemoryResourceAvailable(isvc *v1beta1api.InferenceService, totalReqMemory return predictorMemoryLimit.Cmp(totalReqMemory) >= 0 } +func getModelNameFromArgs(args []string) string { + modelName := "" + for i, arg := range args { + if strings.HasPrefix(arg, constants.ArgumentModelName) { + // Case 1: ["--model-name="] + modelNameValueArr := strings.Split(arg, "=") + if len(modelNameValueArr) == 2 { + modelName = modelNameValueArr[1] + } + // Case 2: ["--model-name", ""] + if i+1 < len(args) && !strings.HasPrefix(args[i+1], "--") { + modelName = args[i+1] + } + } + } + return modelName +} + // GetModelName returns the model name for single model serving case -func GetModelName(isvc *v1beta1api.InferenceService) string { - modelName := isvc.Name +func GetModelName(isvc *v1beta1.InferenceService) string { // Return model name from args for KServe custom model server if transformer presents if isvc.Spec.Transformer != nil && len(isvc.Spec.Transformer.Containers) > 0 { - for _, arg := range isvc.Spec.Transformer.Containers[0].Args { - if strings.HasPrefix(arg, constants.ArgumentModelName) { - modelNameValueArr := strings.Split(arg, "=") - if len(modelNameValueArr) == 2 { - return modelNameValueArr[1] - } - } + modelName := getModelNameFromArgs(isvc.Spec.Transformer.Containers[0].Args) + if modelName != "" { + return modelName } } if isvc.Spec.Predictor.Model != nil { @@ -107,26 +119,19 @@ func GetModelName(isvc *v1beta1api.InferenceService) string { } } // Return model name from args for tfserving or KServe model server - for _, arg := range isvc.Spec.Predictor.Model.Args { - if strings.HasPrefix(arg, constants.ArgumentModelName) { - modelNameValueArr := strings.Split(arg, "=") - if len(modelNameValueArr) == 2 { - return modelNameValueArr[1] - } - } + modelName := getModelNameFromArgs(isvc.Spec.Predictor.Model.Args) + if modelName != "" { + return modelName } } else if len(isvc.Spec.Predictor.Containers) > 0 { // Return model name from args for KServe custom model server - for _, arg := range isvc.Spec.Predictor.Containers[0].Args { - if strings.HasPrefix(arg, constants.ArgumentModelName) { - modelNameValueArr := strings.Split(arg, "=") - if len(modelNameValueArr) == 2 { - return modelNameValueArr[1] - } - } + modelName := getModelNameFromArgs(isvc.Spec.Predictor.Containers[0].Args) + if modelName != "" { + return modelName } } - return modelName + // Return isvc name if model name is not found + return isvc.Name } // GetPredictorEndpoint returns the predictor endpoint if status.address.url is not nil else returns empty string with error. @@ -167,7 +172,7 @@ case 2: serving.kserve.org/deploymentMode is set if the mode is "RawDeployment", "Serverless" or "ModelMesh", return it. else return config.deploy.defaultDeploymentMode */ -func GetDeploymentMode(annotations map[string]string, deployConfig *v1beta1api.DeployConfig) constants.DeploymentModeType { +func GetDeploymentMode(annotations map[string]string, deployConfig *v1beta1.DeployConfig) constants.DeploymentModeType { deploymentMode, ok := annotations[constants.DeploymentMode] if ok && (deploymentMode == string(constants.RawDeployment) || deploymentMode == string(constants.Serverless) || deploymentMode == string(constants.ModelMeshDeployment)) { diff --git a/pkg/controller/v1beta1/inferenceservice/utils/utils_test.go b/pkg/controller/v1beta1/inferenceservice/utils/utils_test.go index f84bffa8bb6..5e1a2a488b4 100644 --- a/pkg/controller/v1beta1/inferenceservice/utils/utils_test.go +++ b/pkg/controller/v1beta1/inferenceservice/utils/utils_test.go @@ -1432,6 +1432,81 @@ func TestModelName(t *testing.T) { }, expected: "custom-model", }, + "multiple modelname arguments": { + isvc: InferenceService{ + ObjectMeta: metav1.ObjectMeta{ + Name: "sklearn", + }, + Spec: InferenceServiceSpec{ + Predictor: PredictorSpec{ + Model: &ModelSpec{ + ModelFormat: ModelFormat{ + Name: "sklearn", + }, + + PredictorExtensionSpec: PredictorExtensionSpec{ + Container: v1.Container{ + Image: "customImage:0.1.0", + Resources: requestedResource, + Args: []string{"--model_name=sklearn", "--model_dir", "/mnt/models", "--model_name", "iris"}, + }, + }, + }, + }, + }, + }, + expected: "iris", + }, + "modelname argument and value in single string": { + isvc: InferenceService{ + ObjectMeta: metav1.ObjectMeta{ + Name: "sklearn", + }, + Spec: InferenceServiceSpec{ + Predictor: PredictorSpec{ + Model: &ModelSpec{ + ModelFormat: ModelFormat{ + Name: "sklearn", + }, + + PredictorExtensionSpec: PredictorExtensionSpec{ + Container: v1.Container{ + Image: "customImage:0.1.0", + Resources: requestedResource, + Args: []string{"--model_dir", "/mnt/models", "--model_name iris"}, // This format is not recognized by the modelserver. So we ignore this format. + }, + }, + }, + }, + }, + }, + expected: "sklearn", + }, + "modelname value in separate string": { + isvc: InferenceService{ + ObjectMeta: metav1.ObjectMeta{ + Name: "sklearn", + }, + Spec: InferenceServiceSpec{ + Predictor: PredictorSpec{ + Model: &ModelSpec{ + ModelFormat: ModelFormat{ + Name: "sklearn", + }, + + PredictorExtensionSpec: PredictorExtensionSpec{ + Container: v1.Container{ + Image: "customImage:0.1.0", + Resources: requestedResource, + Args: []string{"--model_dir", "/mnt/models", "--model_name", "iris"}, + }, + }, + }, + }, + }, + }, + expected: "iris", + }, } for name, scenario := range scenarios { @@ -1795,6 +1870,7 @@ func TestValidateStorageURIForDefaultStorageInitializerCRD(t *testing.T) { }, }, SupportedUriFormats: []v1alpha1.SupportedUriFormat{{Prefix: "custom://"}}, + WorkloadType: v1alpha1.InitContainer, }, } diff --git a/pkg/credentials/credentials_suite_test.go b/pkg/credentials/credentials_suite_test.go index 2bd5228e2e8..929cb89a847 100644 --- a/pkg/credentials/credentials_suite_test.go +++ b/pkg/credentials/credentials_suite_test.go @@ -18,6 +18,7 @@ package credentials import ( "os" + "path/filepath" "testing" "k8s.io/client-go/kubernetes" @@ -33,7 +34,10 @@ var c client.Client var clientset kubernetes.Interface func TestMain(m *testing.M) { - t := pkgtest.SetupEnvTest() + crdDirectoryPaths := []string{ + filepath.Join("..", "..", "test", "crds"), + } + t := pkgtest.SetupEnvTest(crdDirectoryPaths) var err error if cfg, err = t.Start(); err != nil { log.Error(err, "Failed to start testing panel") diff --git a/pkg/clientv1alpha1/clientset/versioned/fake/doc.go b/pkg/credentials/hf/hf_secret.go similarity index 60% rename from pkg/clientv1alpha1/clientset/versioned/fake/doc.go rename to pkg/credentials/hf/hf_secret.go index 3a51fef2874..209cbeeecec 100644 --- a/pkg/clientv1alpha1/clientset/versioned/fake/doc.go +++ b/pkg/credentials/hf/hf_secret.go @@ -1,5 +1,5 @@ /* -Copyright 2023 The KServe Authors. +Copyright 2021 The KServe Authors. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. @@ -14,7 +14,24 @@ See the License for the specific language governing permissions and limitations under the License. */ -// Code generated by client-gen. DO NOT EDIT. +package hf -// This package has the automatically generated fake clientset. -package fake +import ( + v1 "k8s.io/api/core/v1" +) + +const ( + HFTokenKey = "HF_TOKEN" +) + +func BuildSecretEnvs(secret *v1.Secret) []v1.EnvVar { + envs := make([]v1.EnvVar, 0) + + if token, ok := secret.Data[HFTokenKey]; ok { + envs = append(envs, v1.EnvVar{ + Name: HFTokenKey, + Value: string(token), + }) + } + return envs +} diff --git a/pkg/credentials/service_account_credentials.go b/pkg/credentials/service_account_credentials.go index 4fd89f1400e..152820e4c25 100644 --- a/pkg/credentials/service_account_credentials.go +++ b/pkg/credentials/service_account_credentials.go @@ -34,6 +34,7 @@ import ( "github.com/kserve/kserve/pkg/credentials/azure" "github.com/kserve/kserve/pkg/credentials/gcs" "github.com/kserve/kserve/pkg/credentials/hdfs" + "github.com/kserve/kserve/pkg/credentials/hf" "github.com/kserve/kserve/pkg/credentials/https" "github.com/kserve/kserve/pkg/credentials/s3" "github.com/kserve/kserve/pkg/utils" @@ -292,6 +293,10 @@ func (c *CredentialBuilder) mountSecretCredential(secretName string, namespace s volume, volumeMount := hdfs.BuildSecret(secret) *volumes = utils.AppendVolumeIfNotExists(*volumes, volume) container.VolumeMounts = append(container.VolumeMounts, volumeMount) + } else if _, ok := secret.Data[hf.HFTokenKey]; ok { + log.Info("Setting secret envs for huggingface", "HfSecret", secret.Name) + envs := hf.BuildSecretEnvs(secret) + container.Env = append(container.Env, envs...) } else { log.V(5).Info("Skipping unsupported secret", "Secret", secret.Name) } diff --git a/pkg/logger/handler.go b/pkg/logger/handler.go index 6928b7ba630..814a52da62e 100644 --- a/pkg/logger/handler.go +++ b/pkg/logger/handler.go @@ -17,11 +17,12 @@ limitations under the License. package logger import ( + "bufio" "bytes" "io" "net/http" - "net/http/httptest" "net/url" + "slices" "github.com/go-logr/logr" guuid "github.com/google/uuid" @@ -31,6 +32,45 @@ import ( "sigs.k8s.io/controller-runtime/pkg/log/zap" ) +// loggingResponseWriter is a wrapper around an http.ResponseWriter that logs the response body +// It implements the http.ResponseWriter and http.Flusher interfaces +type loggingResponseWriter struct { + http.ResponseWriter // the original http.ResponseWriter + http.Flusher + statusCode int + responseBuffer *bytes.Buffer // buffer to store the response body for logging + log logr.Logger +} + +func (w *loggingResponseWriter) Write(b []byte) (int, error) { + n, err := w.responseBuffer.Write(b) + if err != nil { + w.log.Error(err, "Failed to write response buffer") + return n, err + } + n, err = w.ResponseWriter.Write(b) + if err != nil { + w.log.Error(err, "Failed to write response") + return n, err + } + return n, nil +} + +func (w *loggingResponseWriter) WriteHeader(statusCode int) { + w.statusCode = statusCode + w.ResponseWriter.WriteHeader(statusCode) +} + +func (w *loggingResponseWriter) Header() http.Header { + return w.ResponseWriter.Header() +} + +func (w *loggingResponseWriter) Flush() { + if flusher, ok := w.ResponseWriter.(http.Flusher); ok { + flusher.Flush() + } +} + type LoggerHandler struct { log logr.Logger logUrl *url.URL @@ -41,10 +81,14 @@ type LoggerHandler struct { component string endpoint string next http.Handler + metadataHeaders []string + certName string + tlsSkipVerify bool } func New(logUrl *url.URL, sourceUri *url.URL, logMode v1beta1.LoggerType, - inferenceService string, namespace string, endpoint string, component string, next http.Handler) http.Handler { + inferenceService string, namespace string, endpoint string, component string, next http.Handler, metadataHeaders []string, + certName string, tlsSkipVerify bool) http.Handler { logf.SetLogger(zap.New()) return &LoggerHandler{ log: logf.Log.WithName("Logger"), @@ -56,17 +100,12 @@ func New(logUrl *url.URL, sourceUri *url.URL, logMode v1beta1.LoggerType, component: component, endpoint: endpoint, next: next, + metadataHeaders: metadataHeaders, + certName: certName, + tlsSkipVerify: tlsSkipVerify, } } -func getOrCreateID(r *http.Request) string { - id := r.Header.Get(CloudEventsIdHeader) - if id == "" { - id = guuid.New().String() - } - return id -} - // call svc and add send request/responses to logUrl func (eh *LoggerHandler) ServeHTTP(w http.ResponseWriter, r *http.Request) { if network.IsKubeletProbe(r) { @@ -75,13 +114,24 @@ func (eh *LoggerHandler) ServeHTTP(w http.ResponseWriter, r *http.Request) { } return } - // Read Payload + // Read request payload body, err := io.ReadAll(r.Body) if err != nil { http.Error(w, "can't read body", http.StatusBadRequest) return } + metadata := map[string][]string{} + if eh.metadataHeaders != nil { + // Loop over header names + for name, values := range r.Header { + // Loop over all values for the name. + if slices.Contains(eh.metadataHeaders, name) { + metadata[name] = values + } + } + } + // Get or Create an ID id := getOrCreateID(r) contentType := r.Header.Get("Content-Type") @@ -98,6 +148,9 @@ func (eh *LoggerHandler) ServeHTTP(w http.ResponseWriter, r *http.Request) { Namespace: eh.namespace, Endpoint: eh.endpoint, Component: eh.component, + Metadata: metadata, + CertName: eh.certName, + TlsSkipVerify: eh.tlsSkipVerify, }); err != nil { eh.log.Error(err, "Failed to log request") } @@ -105,15 +158,18 @@ func (eh *LoggerHandler) ServeHTTP(w http.ResponseWriter, r *http.Request) { // Proxy Request r.Body = io.NopCloser(bytes.NewBuffer(body)) - rr := httptest.NewRecorder() - eh.next.ServeHTTP(rr, r) - responseBody := rr.Body.Bytes() - contentType = rr.Header().Get("Content-Type") - if contentType != "" { - w.Header().Set("Content-Type", contentType) + // TODO: Set a reasonable initial buffer size + var responseBuf bytes.Buffer + lrw := &loggingResponseWriter{ResponseWriter: w, responseBuffer: &responseBuf, log: eh.log} + eh.next.ServeHTTP(lrw, r) + // Read the response body from the buffer + reader := bufio.NewReader(lrw.responseBuffer) + responseBody, err := io.ReadAll(reader) + if err != nil { + eh.log.Error(err, "Failed to read response body") } - // log response if OK - if rr.Code == http.StatusOK { + // log Response + if lrw.statusCode == http.StatusOK { if eh.logMode == v1beta1.LogAll || eh.logMode == v1beta1.LogResponse { if err := QueueLogRequest(LogRequest{ Url: eh.logUrl, @@ -126,22 +182,21 @@ func (eh *LoggerHandler) ServeHTTP(w http.ResponseWriter, r *http.Request) { Namespace: eh.namespace, Endpoint: eh.endpoint, Component: eh.component, + CertName: eh.certName, + TlsSkipVerify: eh.tlsSkipVerify, }); err != nil { eh.log.Error(err, "Failed to log response") } } } else { - eh.log.Info("Failed to proxy request", "status code", rr.Code) + eh.log.Info("Failed to proxy request", "status code", lrw.statusCode) } +} - header := w.Header() - for k, v := range rr.Header() { - header[k] = v - } - w.WriteHeader(rr.Code) - _, err = w.Write(rr.Body.Bytes()) - if err != nil { - http.Error(w, err.Error(), http.StatusInternalServerError) - return +func getOrCreateID(r *http.Request) string { + id := r.Header.Get(CloudEventsIdHeader) + if id == "" { + id = guuid.New().String() } + return id } diff --git a/pkg/logger/handler_test.go b/pkg/logger/handler_test.go index 0eff4200bcc..bcfc82f242d 100644 --- a/pkg/logger/handler_test.go +++ b/pkg/logger/handler_test.go @@ -18,6 +18,7 @@ package logger import ( "bytes" + "encoding/json" "io" "net/http" "net/http/httptest" @@ -44,7 +45,6 @@ func TestLogger(t *testing.T) { logSvc := httptest.NewServer(http.HandlerFunc(func(rw http.ResponseWriter, req *http.Request) { b, err := io.ReadAll(req.Body) g.Expect(err).To(gomega.BeNil()) - println(string(b)) responseChan <- string(b) g.Expect(b).To(gomega.Or(gomega.Equal(predictorRequest), gomega.Equal(predictorResponse))) _, err = rw.Write([]byte(`ok`)) @@ -78,7 +78,77 @@ func TestLogger(t *testing.T) { StartDispatcher(5, logger) httpProxy := httputil.NewSingleHostReverseProxy(targetUri) - oh := New(logSvcUrl, sourceUri, v1beta1.LogAll, "mymodel", "default", "default", "default", httpProxy) + oh := New(logSvcUrl, sourceUri, v1beta1.LogAll, "mymodel", "default", "default", + "default", httpProxy, nil, "", true) + + oh.ServeHTTP(w, r) + + b2, _ := io.ReadAll(w.Result().Body) + g.Expect(b2).To(gomega.Equal(predictorResponse)) + // get logRequest + <-responseChan + // get logResponse + <-responseChan +} + +func TestLoggerWithMetadata(t *testing.T) { + + g := gomega.NewGomegaWithT(t) + + predictorRequest := []byte(`{"instances":[[0,0,0]]}`) + predictorResponse := []byte(`{"instances":[[4,5,6]]}`) + + responseChan := make(chan string) + // Start a local HTTP server + logSvc := httptest.NewServer(http.HandlerFunc(func(rw http.ResponseWriter, req *http.Request) { + b, err := io.ReadAll(req.Body) + g.Expect(err).To(gomega.BeNil()) + responseChan <- string(b) + g.Expect(b).To(gomega.Or(gomega.Equal(predictorRequest), gomega.Equal(predictorResponse))) + _, err = rw.Write([]byte(`ok`)) + g.Expect(err).To(gomega.BeNil()) + + // If this is request, check the metadata + if req.Header["Ce-Type"][0] == "org.kubeflow.serving.inference.request" { + metadata := map[string][]string{} + + json.Unmarshal([]byte(req.Header["Ce-Metadata"][0]), &metadata) + + g.Expect(metadata["Foo"]).To(gomega.Equal([]string{"bar"})) + } + + })) + // Close the server when test finishes + defer logSvc.Close() + + // Start a local HTTP server + predictor := httptest.NewServer(http.HandlerFunc(func(rw http.ResponseWriter, req *http.Request) { + b, err := io.ReadAll(req.Body) + g.Expect(err).To(gomega.BeNil()) + g.Expect(b).To(gomega.Or(gomega.Equal(predictorRequest), gomega.Equal(predictorResponse))) + _, err = rw.Write(predictorResponse) + g.Expect(err).To(gomega.BeNil()) + })) + // Close the server when test finishes + defer predictor.Close() + + reader := bytes.NewReader(predictorRequest) + r := httptest.NewRequest("POST", "http://a", reader) + r.Header.Add("Foo", "bar") + w := httptest.NewRecorder() + logger, _ := pkglogging.NewLogger("", "INFO") + logf.SetLogger(zap.New()) + logSvcUrl, err := url.Parse(logSvc.URL) + g.Expect(err).To(gomega.BeNil()) + sourceUri, err := url.Parse("http://localhost:9081/") + g.Expect(err).To(gomega.BeNil()) + targetUri, err := url.Parse(predictor.URL) + g.Expect(err).To(gomega.BeNil()) + + StartDispatcher(5, logger) + httpProxy := httputil.NewSingleHostReverseProxy(targetUri) + oh := New(logSvcUrl, sourceUri, v1beta1.LogAll, "mymodel", "default", "default", + "default", httpProxy, []string{"Foo"}, "", true) oh.ServeHTTP(w, r) @@ -121,7 +191,8 @@ func TestBadResponse(t *testing.T) { StartDispatcher(1, logger) httpProxy := httputil.NewSingleHostReverseProxy(targetUri) - oh := New(logSvcUrl, sourceUri, v1beta1.LogAll, "mymodel", "default", "default", "default", httpProxy) + oh := New(logSvcUrl, sourceUri, v1beta1.LogAll, "mymodel", "default", "default", + "default", httpProxy, nil, "", true) oh.ServeHTTP(w, r) g.Expect(w.Code).To(gomega.Equal(400)) diff --git a/pkg/logger/types.go b/pkg/logger/types.go index 4291fa111fc..94ec450b249 100644 --- a/pkg/logger/types.go +++ b/pkg/logger/types.go @@ -31,4 +31,7 @@ type LogRequest struct { Namespace string Component string Endpoint string + Metadata map[string][]string + CertName string + TlsSkipVerify bool } diff --git a/pkg/logger/worker.go b/pkg/logger/worker.go index c369466a543..c79b0eb20da 100644 --- a/pkg/logger/worker.go +++ b/pkg/logger/worker.go @@ -18,9 +18,16 @@ package logger import ( "context" + "crypto/tls" + "crypto/x509" + "encoding/json" "fmt" + "net/http" + "os" + "path/filepath" cloudevents "github.com/cloudevents/sdk-go/v2" + cehttp "github.com/cloudevents/sdk-go/v2/protocol/http" "go.uber.org/zap" ) @@ -33,10 +40,12 @@ const ( InferenceServiceAttr = "inferenceservicename" NamespaceAttr = "namespace" ComponentAttr = "component" + MetadataAttr = "metadata" // endpoint would be either default or canary EndpointAttr = "endpoint" LoggerWorkerQueueSize = 100 + LoggerCaCertMountPath = "/etc/tls/logger" CloudEventsIdHeader = "Ce-Id" ) @@ -81,6 +90,29 @@ func (w *Worker) sendCloudEvent(logReq LogRequest) error { return fmt.Errorf("while creating http transport: %w", err) } + if logReq.Url.Scheme == "https" { + caCertFilePath := filepath.Join(LoggerCaCertMountPath, logReq.CertName) + caCertFile, err := os.ReadFile(caCertFilePath) + // Do not fail if certificates not found, for backwards compatibility + if err == nil { + clientCertPool := x509.NewCertPool() + if !clientCertPool.AppendCertsFromPEM(caCertFile) { + return fmt.Errorf("while parsing CA certificate") + } + + tlsTransport := &http.Transport{ + TLSClientConfig: &tls.Config{ + RootCAs: clientCertPool, + MinVersion: tls.VersionTLS12, + InsecureSkipVerify: logReq.TlsSkipVerify, // #nosec G402 + }, + } + t.Client.Transport = tlsTransport + } else { + w.Log.Warnf("using https endpoint but could not find CA cert file %s", caCertFilePath) + } + } + c, err := cloudevents.NewClient(t, cloudevents.WithTimeNow(), ) @@ -96,13 +128,31 @@ func (w *Worker) sendCloudEvent(logReq LogRequest) error { event.SetExtension(ComponentAttr, logReq.Component) event.SetExtension(EndpointAttr, logReq.Endpoint) + encodedMetadata, err := json.Marshal(logReq.Metadata) + if err != nil { + return fmt.Errorf("could not encode metadata as json: %w", err) + } + event.SetExtension(MetadataAttr, string(encodedMetadata)) + event.SetSource(logReq.SourceUri.String()) if err := event.SetData(logReq.ContentType, *logReq.Bytes); err != nil { return fmt.Errorf("while setting cloudevents data: %w", err) } - if result := c.Send(w.CeCtx, event); cloudevents.IsUndelivered(result) { - return fmt.Errorf("while sending event: %w", result) + res := c.Send(w.CeCtx, event) + if cloudevents.IsUndelivered(res) { + return fmt.Errorf("while sending event: %w", res) + } else { + var httpResult *cehttp.Result + if cloudevents.ResultAs(res, &httpResult) { + var err error + if httpResult.StatusCode != http.StatusOK { + err = fmt.Errorf(httpResult.Format, httpResult.Args...) + } + w.Log.Infof("Sent with status code %d, error: %v", httpResult.StatusCode, err) + } else { + w.Log.Infof("Send did not return an HTTP response: %s", res) + } } return nil } diff --git a/pkg/apis/serving/v1beta1/openapi_generated.go b/pkg/openapi/openapi_generated.go similarity index 89% rename from pkg/apis/serving/v1beta1/openapi_generated.go rename to pkg/openapi/openapi_generated.go index c9bb5b6838f..4259093cb56 100644 --- a/pkg/apis/serving/v1beta1/openapi_generated.go +++ b/pkg/openapi/openapi_generated.go @@ -19,9 +19,7 @@ limitations under the License. // Code generated by openapi-gen. DO NOT EDIT. -// This file was autogenerated by openapi-gen. Do not edit it manually! - -package v1beta1 +package openapi import ( common "k8s.io/kube-openapi/pkg/common" @@ -31,6 +29,9 @@ import ( func GetOpenAPIDefinitions(ref common.ReferenceCallback) map[string]common.OpenAPIDefinition { return map[string]common.OpenAPIDefinition{ "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.BuiltInAdapter": schema_pkg_apis_serving_v1alpha1_BuiltInAdapter(ref), + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.ClusterLocalModel": schema_pkg_apis_serving_v1alpha1_ClusterLocalModel(ref), + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.ClusterLocalModelList": schema_pkg_apis_serving_v1alpha1_ClusterLocalModelList(ref), + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.ClusterLocalModelSpec": schema_pkg_apis_serving_v1alpha1_ClusterLocalModelSpec(ref), "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.ClusterServingRuntime": schema_pkg_apis_serving_v1alpha1_ClusterServingRuntime(ref), "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.ClusterServingRuntimeList": schema_pkg_apis_serving_v1alpha1_ClusterServingRuntimeList(ref), "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.ClusterStorageContainer": schema_pkg_apis_serving_v1alpha1_ClusterStorageContainer(ref), @@ -42,6 +43,9 @@ func GetOpenAPIDefinitions(ref common.ReferenceCallback) map[string]common.OpenA "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.InferenceRouter": schema_pkg_apis_serving_v1alpha1_InferenceRouter(ref), "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.InferenceStep": schema_pkg_apis_serving_v1alpha1_InferenceStep(ref), "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.InferenceTarget": schema_pkg_apis_serving_v1alpha1_InferenceTarget(ref), + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.LocalModelNodeGroup": schema_pkg_apis_serving_v1alpha1_LocalModelNodeGroup(ref), + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.LocalModelNodeGroupList": schema_pkg_apis_serving_v1alpha1_LocalModelNodeGroupList(ref), + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.LocalModelNodeGroupSpec": schema_pkg_apis_serving_v1alpha1_LocalModelNodeGroupSpec(ref), "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.ModelSpec": schema_pkg_apis_serving_v1alpha1_ModelSpec(ref), "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.ServingRuntime": schema_pkg_apis_serving_v1alpha1_ServingRuntime(ref), "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.ServingRuntimeList": schema_pkg_apis_serving_v1alpha1_ServingRuntimeList(ref), @@ -76,6 +80,7 @@ func GetOpenAPIDefinitions(ref common.ReferenceCallback) map[string]common.OpenA "github.com/kserve/kserve/pkg/apis/serving/v1beta1.InferenceServicesConfig": schema_pkg_apis_serving_v1beta1_InferenceServicesConfig(ref), "github.com/kserve/kserve/pkg/apis/serving/v1beta1.IngressConfig": schema_pkg_apis_serving_v1beta1_IngressConfig(ref), "github.com/kserve/kserve/pkg/apis/serving/v1beta1.LightGBMSpec": schema_pkg_apis_serving_v1beta1_LightGBMSpec(ref), + "github.com/kserve/kserve/pkg/apis/serving/v1beta1.LocalModelConfig": schema_pkg_apis_serving_v1beta1_LocalModelConfig(ref), "github.com/kserve/kserve/pkg/apis/serving/v1beta1.LoggerSpec": schema_pkg_apis_serving_v1beta1_LoggerSpec(ref), "github.com/kserve/kserve/pkg/apis/serving/v1beta1.ModelCopies": schema_pkg_apis_serving_v1beta1_ModelCopies(ref), "github.com/kserve/kserve/pkg/apis/serving/v1beta1.ModelFormat": schema_pkg_apis_serving_v1beta1_ModelFormat(ref), @@ -89,11 +94,13 @@ func GetOpenAPIDefinitions(ref common.ReferenceCallback) map[string]common.OpenA "github.com/kserve/kserve/pkg/apis/serving/v1beta1.PredictorExtensionSpec": schema_pkg_apis_serving_v1beta1_PredictorExtensionSpec(ref), "github.com/kserve/kserve/pkg/apis/serving/v1beta1.PredictorSpec": schema_pkg_apis_serving_v1beta1_PredictorSpec(ref), "github.com/kserve/kserve/pkg/apis/serving/v1beta1.SKLearnSpec": schema_pkg_apis_serving_v1beta1_SKLearnSpec(ref), + "github.com/kserve/kserve/pkg/apis/serving/v1beta1.SecurityConfig": schema_pkg_apis_serving_v1beta1_SecurityConfig(ref), "github.com/kserve/kserve/pkg/apis/serving/v1beta1.StorageSpec": schema_pkg_apis_serving_v1beta1_StorageSpec(ref), "github.com/kserve/kserve/pkg/apis/serving/v1beta1.TFServingSpec": schema_pkg_apis_serving_v1beta1_TFServingSpec(ref), "github.com/kserve/kserve/pkg/apis/serving/v1beta1.TorchServeSpec": schema_pkg_apis_serving_v1beta1_TorchServeSpec(ref), "github.com/kserve/kserve/pkg/apis/serving/v1beta1.TransformerSpec": schema_pkg_apis_serving_v1beta1_TransformerSpec(ref), "github.com/kserve/kserve/pkg/apis/serving/v1beta1.TritonSpec": schema_pkg_apis_serving_v1beta1_TritonSpec(ref), + "github.com/kserve/kserve/pkg/apis/serving/v1beta1.WorkerSpec": schema_pkg_apis_serving_v1beta1_WorkerSpec(ref), "github.com/kserve/kserve/pkg/apis/serving/v1beta1.XGBoostSpec": schema_pkg_apis_serving_v1beta1_XGBoostSpec(ref), } } @@ -154,6 +161,137 @@ func schema_pkg_apis_serving_v1alpha1_BuiltInAdapter(ref common.ReferenceCallbac } } +func schema_pkg_apis_serving_v1alpha1_ClusterLocalModel(ref common.ReferenceCallback) common.OpenAPIDefinition { + return common.OpenAPIDefinition{ + Schema: spec.Schema{ + SchemaProps: spec.SchemaProps{ + Type: []string{"object"}, + Properties: map[string]spec.Schema{ + "kind": { + SchemaProps: spec.SchemaProps{ + Description: "Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds", + Type: []string{"string"}, + Format: "", + }, + }, + "apiVersion": { + SchemaProps: spec.SchemaProps{ + Description: "APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources", + Type: []string{"string"}, + Format: "", + }, + }, + "metadata": { + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("k8s.io/apimachinery/pkg/apis/meta/v1.ObjectMeta"), + }, + }, + "spec": { + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("github.com/kserve/kserve/pkg/apis/serving/v1alpha1.ClusterLocalModelSpec"), + }, + }, + "status": { + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("github.com/kserve/kserve/pkg/apis/serving/v1alpha1.ClusterLocalModelStatus"), + }, + }, + }, + }, + }, + Dependencies: []string{ + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.ClusterLocalModelSpec", "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.ClusterLocalModelStatus", "k8s.io/apimachinery/pkg/apis/meta/v1.ObjectMeta"}, + } +} + +func schema_pkg_apis_serving_v1alpha1_ClusterLocalModelList(ref common.ReferenceCallback) common.OpenAPIDefinition { + return common.OpenAPIDefinition{ + Schema: spec.Schema{ + SchemaProps: spec.SchemaProps{ + Type: []string{"object"}, + Properties: map[string]spec.Schema{ + "kind": { + SchemaProps: spec.SchemaProps{ + Description: "Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds", + Type: []string{"string"}, + Format: "", + }, + }, + "apiVersion": { + SchemaProps: spec.SchemaProps{ + Description: "APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources", + Type: []string{"string"}, + Format: "", + }, + }, + "metadata": { + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("k8s.io/apimachinery/pkg/apis/meta/v1.ListMeta"), + }, + }, + "items": { + SchemaProps: spec.SchemaProps{ + Type: []string{"array"}, + Items: &spec.SchemaOrArray{ + Schema: &spec.Schema{ + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("github.com/kserve/kserve/pkg/apis/serving/v1alpha1.ClusterLocalModel"), + }, + }, + }, + }, + }, + }, + Required: []string{"items"}, + }, + }, + Dependencies: []string{ + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.ClusterLocalModel", "k8s.io/apimachinery/pkg/apis/meta/v1.ListMeta"}, + } +} + +func schema_pkg_apis_serving_v1alpha1_ClusterLocalModelSpec(ref common.ReferenceCallback) common.OpenAPIDefinition { + return common.OpenAPIDefinition{ + Schema: spec.Schema{ + SchemaProps: spec.SchemaProps{ + Type: []string{"object"}, + Properties: map[string]spec.Schema{ + "sourceModelUri": { + SchemaProps: spec.SchemaProps{ + Description: "Original StorageUri", + Default: "", + Type: []string{"string"}, + Format: "", + }, + }, + "modelSize": { + SchemaProps: spec.SchemaProps{ + Description: "Model size to make sure it does not exceed the disk space reserved for local models. The limit is defined on the NodeGroup.", + Ref: ref("k8s.io/apimachinery/pkg/api/resource.Quantity"), + }, + }, + "nodeGroup": { + SchemaProps: spec.SchemaProps{ + Description: "group of nodes to cache the model on.", + Default: "", + Type: []string{"string"}, + Format: "", + }, + }, + }, + Required: []string{"sourceModelUri", "modelSize", "nodeGroup"}, + }, + }, + Dependencies: []string{ + "k8s.io/apimachinery/pkg/api/resource.Quantity"}, + } +} + func schema_pkg_apis_serving_v1alpha1_ClusterServingRuntime(ref common.ReferenceCallback) common.OpenAPIDefinition { return common.OpenAPIDefinition{ Schema: spec.Schema{ @@ -727,6 +865,136 @@ func schema_pkg_apis_serving_v1alpha1_InferenceTarget(ref common.ReferenceCallba } } +func schema_pkg_apis_serving_v1alpha1_LocalModelNodeGroup(ref common.ReferenceCallback) common.OpenAPIDefinition { + return common.OpenAPIDefinition{ + Schema: spec.Schema{ + SchemaProps: spec.SchemaProps{ + Type: []string{"object"}, + Properties: map[string]spec.Schema{ + "kind": { + SchemaProps: spec.SchemaProps{ + Description: "Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds", + Type: []string{"string"}, + Format: "", + }, + }, + "apiVersion": { + SchemaProps: spec.SchemaProps{ + Description: "APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources", + Type: []string{"string"}, + Format: "", + }, + }, + "metadata": { + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("k8s.io/apimachinery/pkg/apis/meta/v1.ObjectMeta"), + }, + }, + "spec": { + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("github.com/kserve/kserve/pkg/apis/serving/v1alpha1.LocalModelNodeGroupSpec"), + }, + }, + "status": { + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("github.com/kserve/kserve/pkg/apis/serving/v1alpha1.LocalModelNodeGroupStatus"), + }, + }, + }, + }, + }, + Dependencies: []string{ + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.LocalModelNodeGroupSpec", "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.LocalModelNodeGroupStatus", "k8s.io/apimachinery/pkg/apis/meta/v1.ObjectMeta"}, + } +} + +func schema_pkg_apis_serving_v1alpha1_LocalModelNodeGroupList(ref common.ReferenceCallback) common.OpenAPIDefinition { + return common.OpenAPIDefinition{ + Schema: spec.Schema{ + SchemaProps: spec.SchemaProps{ + Type: []string{"object"}, + Properties: map[string]spec.Schema{ + "kind": { + SchemaProps: spec.SchemaProps{ + Description: "Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds", + Type: []string{"string"}, + Format: "", + }, + }, + "apiVersion": { + SchemaProps: spec.SchemaProps{ + Description: "APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources", + Type: []string{"string"}, + Format: "", + }, + }, + "metadata": { + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("k8s.io/apimachinery/pkg/apis/meta/v1.ListMeta"), + }, + }, + "items": { + SchemaProps: spec.SchemaProps{ + Type: []string{"array"}, + Items: &spec.SchemaOrArray{ + Schema: &spec.Schema{ + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("github.com/kserve/kserve/pkg/apis/serving/v1alpha1.LocalModelNodeGroup"), + }, + }, + }, + }, + }, + }, + Required: []string{"items"}, + }, + }, + Dependencies: []string{ + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.LocalModelNodeGroup", "k8s.io/apimachinery/pkg/apis/meta/v1.ListMeta"}, + } +} + +func schema_pkg_apis_serving_v1alpha1_LocalModelNodeGroupSpec(ref common.ReferenceCallback) common.OpenAPIDefinition { + return common.OpenAPIDefinition{ + Schema: spec.Schema{ + SchemaProps: spec.SchemaProps{ + Description: "LocalModelNodeGroupSpec defines a group of nodes for to download the model to.", + Type: []string{"object"}, + Properties: map[string]spec.Schema{ + "storageLimit": { + SchemaProps: spec.SchemaProps{ + Description: "Max storage size per node in this node group", + Ref: ref("k8s.io/apimachinery/pkg/api/resource.Quantity"), + }, + }, + "persistentVolumeSpec": { + SchemaProps: spec.SchemaProps{ + Description: "Used to create PersistentVolumes for downloading models and in inference service namespaces", + Default: map[string]interface{}{}, + Ref: ref("k8s.io/api/core/v1.PersistentVolumeSpec"), + }, + }, + "persistentVolumeClaimSpec": { + SchemaProps: spec.SchemaProps{ + Description: "Used to create PersistentVolumeClaims for download and in inference service namespaces", + Default: map[string]interface{}{}, + Ref: ref("k8s.io/api/core/v1.PersistentVolumeClaimSpec"), + }, + }, + }, + Required: []string{"storageLimit", "persistentVolumeSpec", "persistentVolumeClaimSpec"}, + }, + }, + Dependencies: []string{ + "k8s.io/api/core/v1.PersistentVolumeClaimSpec", "k8s.io/api/core/v1.PersistentVolumeSpec", "k8s.io/apimachinery/pkg/api/resource.Quantity"}, + } +} + func schema_pkg_apis_serving_v1alpha1_ModelSpec(ref common.ReferenceCallback) common.OpenAPIDefinition { return common.OpenAPIDefinition{ Schema: spec.Schema{ @@ -995,6 +1263,13 @@ func schema_pkg_apis_serving_v1alpha1_ServingRuntimePodSpec(ref common.Reference }, }, }, + "hostIPC": { + SchemaProps: spec.SchemaProps{ + Description: "Use the host's ipc namespace. Optional: Default to false.", + Type: []string{"boolean"}, + Format: "", + }, + }, }, Required: []string{"containers"}, }, @@ -1054,6 +1329,12 @@ func schema_pkg_apis_serving_v1alpha1_ServingRuntimeSpec(ref common.ReferenceCal }, }, }, + "workerSpec": { + SchemaProps: spec.SchemaProps{ + Description: "Set WorkerSpec to enable multi-node/multi-gpu", + Ref: ref("github.com/kserve/kserve/pkg/apis/serving/v1alpha1.WorkerSpec"), + }, + }, "containers": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ @@ -1182,6 +1463,13 @@ func schema_pkg_apis_serving_v1alpha1_ServingRuntimeSpec(ref common.ReferenceCal }, }, }, + "hostIPC": { + SchemaProps: spec.SchemaProps{ + Description: "Use the host's ipc namespace. Optional: Default to false.", + Type: []string{"boolean"}, + Format: "", + }, + }, "grpcEndpoint": { SchemaProps: spec.SchemaProps{ Description: "Grpc endpoint for internal model-management (implementing mmesh.ModelRuntime gRPC service) Assumed to be single-model runtime if omitted", @@ -1227,7 +1515,7 @@ func schema_pkg_apis_serving_v1alpha1_ServingRuntimeSpec(ref common.ReferenceCal }, }, Dependencies: []string{ - "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.BuiltInAdapter", "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.StorageHelper", "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.SupportedModelFormat", "k8s.io/api/core/v1.Affinity", "k8s.io/api/core/v1.Container", "k8s.io/api/core/v1.LocalObjectReference", "k8s.io/api/core/v1.Toleration", "k8s.io/api/core/v1.Volume"}, + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.BuiltInAdapter", "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.StorageHelper", "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.SupportedModelFormat", "github.com/kserve/kserve/pkg/apis/serving/v1alpha1.WorkerSpec", "k8s.io/api/core/v1.Affinity", "k8s.io/api/core/v1.Container", "k8s.io/api/core/v1.LocalObjectReference", "k8s.io/api/core/v1.Toleration", "k8s.io/api/core/v1.Volume"}, } } @@ -1270,6 +1558,12 @@ func schema_pkg_apis_serving_v1alpha1_StorageContainerSpec(ref common.ReferenceC }, }, }, + "workloadType": { + SchemaProps: spec.SchemaProps{ + Type: []string{"string"}, + Format: "", + }, + }, }, Required: []string{"container", "supportedUriFormats"}, }, @@ -1557,6 +1851,11 @@ func schema_pkg_apis_serving_v1beta1_ARTExplainerSpec(ref common.ReferenceCallba }, }, "command": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -1572,7 +1871,12 @@ func schema_pkg_apis_serving_v1beta1_ARTExplainerSpec(ref common.ReferenceCallba }, }, "args": { - SchemaProps: spec.SchemaProps{ + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, + SchemaProps: spec.SchemaProps{ Description: "Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, Items: &spec.SchemaOrArray{ @@ -1619,6 +1923,11 @@ func schema_pkg_apis_serving_v1beta1_ARTExplainerSpec(ref common.ReferenceCallba }, }, "envFrom": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated.", Type: []string{"array"}, @@ -1635,6 +1944,10 @@ func schema_pkg_apis_serving_v1beta1_ARTExplainerSpec(ref common.ReferenceCallba "env": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -1688,6 +2001,10 @@ func schema_pkg_apis_serving_v1beta1_ARTExplainerSpec(ref common.ReferenceCallba "volumeMounts": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "mountPath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge", }, @@ -1708,6 +2025,10 @@ func schema_pkg_apis_serving_v1beta1_ARTExplainerSpec(ref common.ReferenceCallba "volumeDevices": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "devicePath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge", }, @@ -1916,7 +2237,7 @@ func schema_pkg_apis_serving_v1beta1_ComponentExtensionSpec(ref common.Reference }, "labels": { SchemaProps: spec.SchemaProps{ - Description: "Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels", + Description: "Labels that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/", Type: []string{"object"}, AdditionalProperties: &spec.SchemaOrBool{ Allows: true, @@ -1932,7 +2253,7 @@ func schema_pkg_apis_serving_v1beta1_ComponentExtensionSpec(ref common.Reference }, "annotations": { SchemaProps: spec.SchemaProps{ - Description: "Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations", + Description: "Annotations that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/", Type: []string{"object"}, AdditionalProperties: &spec.SchemaOrBool{ Allows: true, @@ -2051,6 +2372,10 @@ func schema_pkg_apis_serving_v1beta1_CustomExplainer(ref common.ReferenceCallbac "volumes": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge,retainKeys", }, @@ -2071,6 +2396,10 @@ func schema_pkg_apis_serving_v1beta1_CustomExplainer(ref common.ReferenceCallbac "initContainers": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -2091,6 +2420,10 @@ func schema_pkg_apis_serving_v1beta1_CustomExplainer(ref common.ReferenceCallbac "containers": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -2111,6 +2444,10 @@ func schema_pkg_apis_serving_v1beta1_CustomExplainer(ref common.ReferenceCallbac "ephemeralContainers": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -2186,7 +2523,7 @@ func schema_pkg_apis_serving_v1beta1_CustomExplainer(ref common.ReferenceCallbac }, "serviceAccount": { SchemaProps: spec.SchemaProps{ - Description: "DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead.", + Description: "DeprecatedServiceAccount is a deprecated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead.", Type: []string{"string"}, Format: "", }, @@ -2242,6 +2579,10 @@ func schema_pkg_apis_serving_v1beta1_CustomExplainer(ref common.ReferenceCallbac "imagePullSecrets": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -2287,6 +2628,11 @@ func schema_pkg_apis_serving_v1beta1_CustomExplainer(ref common.ReferenceCallbac }, }, "tolerations": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "If specified, the pod's tolerations.", Type: []string{"array"}, @@ -2303,12 +2649,16 @@ func schema_pkg_apis_serving_v1beta1_CustomExplainer(ref common.ReferenceCallbac "hostAliases": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "ip", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "ip", "x-kubernetes-patch-strategy": "merge", }, }, SchemaProps: spec.SchemaProps{ - Description: "HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods.", + Description: "HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified.", Type: []string{"array"}, Items: &spec.SchemaOrArray{ Schema: &spec.Schema{ @@ -2341,6 +2691,11 @@ func schema_pkg_apis_serving_v1beta1_CustomExplainer(ref common.ReferenceCallbac }, }, "readinessGates": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates", Type: []string{"array"}, @@ -2416,14 +2771,14 @@ func schema_pkg_apis_serving_v1beta1_CustomExplainer(ref common.ReferenceCallbac }, "setHostnameAsFQDN": { SchemaProps: spec.SchemaProps{ - Description: "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", + Description: "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", Type: []string{"boolean"}, Format: "", }, }, "os": { SchemaProps: spec.SchemaProps{ - Description: "Specifies the OS of the containers in the pod. Some pod and container fields are restricted if this is set.\n\nIf the OS field is set to linux, the following fields must be unset: -securityContext.windowsOptions\n\nIf the OS field is set to windows, following fields must be unset: - spec.hostPID - spec.hostIPC - spec.hostUsers - spec.securityContext.seLinuxOptions - spec.securityContext.seccompProfile - spec.securityContext.fsGroup - spec.securityContext.fsGroupChangePolicy - spec.securityContext.sysctls - spec.shareProcessNamespace - spec.securityContext.runAsUser - spec.securityContext.runAsGroup - spec.securityContext.supplementalGroups - spec.containers[*].securityContext.seLinuxOptions - spec.containers[*].securityContext.seccompProfile - spec.containers[*].securityContext.capabilities - spec.containers[*].securityContext.readOnlyRootFilesystem - spec.containers[*].securityContext.privileged - spec.containers[*].securityContext.allowPrivilegeEscalation - spec.containers[*].securityContext.procMount - spec.containers[*].securityContext.runAsUser - spec.containers[*].securityContext.runAsGroup", + Description: "Specifies the OS of the containers in the pod. Some pod and container fields are restricted if this is set.\n\nIf the OS field is set to linux, the following fields must be unset: -securityContext.windowsOptions\n\nIf the OS field is set to windows, following fields must be unset: - spec.hostPID - spec.hostIPC - spec.hostUsers - spec.securityContext.appArmorProfile - spec.securityContext.seLinuxOptions - spec.securityContext.seccompProfile - spec.securityContext.fsGroup - spec.securityContext.fsGroupChangePolicy - spec.securityContext.sysctls - spec.shareProcessNamespace - spec.securityContext.runAsUser - spec.securityContext.runAsGroup - spec.securityContext.supplementalGroups - spec.containers[*].securityContext.appArmorProfile - spec.containers[*].securityContext.seLinuxOptions - spec.containers[*].securityContext.seccompProfile - spec.containers[*].securityContext.capabilities - spec.containers[*].securityContext.readOnlyRootFilesystem - spec.containers[*].securityContext.privileged - spec.containers[*].securityContext.allowPrivilegeEscalation - spec.containers[*].securityContext.procMount - spec.containers[*].securityContext.runAsUser - spec.containers[*].securityContext.runAsGroup", Ref: ref("k8s.io/api/core/v1.PodOS"), }, }, @@ -2446,7 +2801,7 @@ func schema_pkg_apis_serving_v1beta1_CustomExplainer(ref common.ReferenceCallbac }, }, SchemaProps: spec.SchemaProps{ - Description: "SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod.\n\nSchedulingGates can only be set at pod creation time, and be removed only afterwards.\n\nThis is a beta feature enabled by the PodSchedulingReadiness feature gate.", + Description: "SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod.\n\nSchedulingGates can only be set at pod creation time, and be removed only afterwards.", Type: []string{"array"}, Items: &spec.SchemaOrArray{ Schema: &spec.Schema{ @@ -2501,6 +2856,10 @@ func schema_pkg_apis_serving_v1beta1_CustomPredictor(ref common.ReferenceCallbac "volumes": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge,retainKeys", }, @@ -2521,6 +2880,10 @@ func schema_pkg_apis_serving_v1beta1_CustomPredictor(ref common.ReferenceCallbac "initContainers": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -2541,6 +2904,10 @@ func schema_pkg_apis_serving_v1beta1_CustomPredictor(ref common.ReferenceCallbac "containers": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -2561,6 +2928,10 @@ func schema_pkg_apis_serving_v1beta1_CustomPredictor(ref common.ReferenceCallbac "ephemeralContainers": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -2636,7 +3007,7 @@ func schema_pkg_apis_serving_v1beta1_CustomPredictor(ref common.ReferenceCallbac }, "serviceAccount": { SchemaProps: spec.SchemaProps{ - Description: "DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead.", + Description: "DeprecatedServiceAccount is a deprecated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead.", Type: []string{"string"}, Format: "", }, @@ -2692,6 +3063,10 @@ func schema_pkg_apis_serving_v1beta1_CustomPredictor(ref common.ReferenceCallbac "imagePullSecrets": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -2737,6 +3112,11 @@ func schema_pkg_apis_serving_v1beta1_CustomPredictor(ref common.ReferenceCallbac }, }, "tolerations": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "If specified, the pod's tolerations.", Type: []string{"array"}, @@ -2753,12 +3133,16 @@ func schema_pkg_apis_serving_v1beta1_CustomPredictor(ref common.ReferenceCallbac "hostAliases": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "ip", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "ip", "x-kubernetes-patch-strategy": "merge", }, }, SchemaProps: spec.SchemaProps{ - Description: "HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods.", + Description: "HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified.", Type: []string{"array"}, Items: &spec.SchemaOrArray{ Schema: &spec.Schema{ @@ -2791,6 +3175,11 @@ func schema_pkg_apis_serving_v1beta1_CustomPredictor(ref common.ReferenceCallbac }, }, "readinessGates": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates", Type: []string{"array"}, @@ -2866,14 +3255,14 @@ func schema_pkg_apis_serving_v1beta1_CustomPredictor(ref common.ReferenceCallbac }, "setHostnameAsFQDN": { SchemaProps: spec.SchemaProps{ - Description: "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", + Description: "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", Type: []string{"boolean"}, Format: "", }, }, "os": { SchemaProps: spec.SchemaProps{ - Description: "Specifies the OS of the containers in the pod. Some pod and container fields are restricted if this is set.\n\nIf the OS field is set to linux, the following fields must be unset: -securityContext.windowsOptions\n\nIf the OS field is set to windows, following fields must be unset: - spec.hostPID - spec.hostIPC - spec.hostUsers - spec.securityContext.seLinuxOptions - spec.securityContext.seccompProfile - spec.securityContext.fsGroup - spec.securityContext.fsGroupChangePolicy - spec.securityContext.sysctls - spec.shareProcessNamespace - spec.securityContext.runAsUser - spec.securityContext.runAsGroup - spec.securityContext.supplementalGroups - spec.containers[*].securityContext.seLinuxOptions - spec.containers[*].securityContext.seccompProfile - spec.containers[*].securityContext.capabilities - spec.containers[*].securityContext.readOnlyRootFilesystem - spec.containers[*].securityContext.privileged - spec.containers[*].securityContext.allowPrivilegeEscalation - spec.containers[*].securityContext.procMount - spec.containers[*].securityContext.runAsUser - spec.containers[*].securityContext.runAsGroup", + Description: "Specifies the OS of the containers in the pod. Some pod and container fields are restricted if this is set.\n\nIf the OS field is set to linux, the following fields must be unset: -securityContext.windowsOptions\n\nIf the OS field is set to windows, following fields must be unset: - spec.hostPID - spec.hostIPC - spec.hostUsers - spec.securityContext.appArmorProfile - spec.securityContext.seLinuxOptions - spec.securityContext.seccompProfile - spec.securityContext.fsGroup - spec.securityContext.fsGroupChangePolicy - spec.securityContext.sysctls - spec.shareProcessNamespace - spec.securityContext.runAsUser - spec.securityContext.runAsGroup - spec.securityContext.supplementalGroups - spec.containers[*].securityContext.appArmorProfile - spec.containers[*].securityContext.seLinuxOptions - spec.containers[*].securityContext.seccompProfile - spec.containers[*].securityContext.capabilities - spec.containers[*].securityContext.readOnlyRootFilesystem - spec.containers[*].securityContext.privileged - spec.containers[*].securityContext.allowPrivilegeEscalation - spec.containers[*].securityContext.procMount - spec.containers[*].securityContext.runAsUser - spec.containers[*].securityContext.runAsGroup", Ref: ref("k8s.io/api/core/v1.PodOS"), }, }, @@ -2896,7 +3285,7 @@ func schema_pkg_apis_serving_v1beta1_CustomPredictor(ref common.ReferenceCallbac }, }, SchemaProps: spec.SchemaProps{ - Description: "SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod.\n\nSchedulingGates can only be set at pod creation time, and be removed only afterwards.\n\nThis is a beta feature enabled by the PodSchedulingReadiness feature gate.", + Description: "SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod.\n\nSchedulingGates can only be set at pod creation time, and be removed only afterwards.", Type: []string{"array"}, Items: &spec.SchemaOrArray{ Schema: &spec.Schema{ @@ -2951,6 +3340,10 @@ func schema_pkg_apis_serving_v1beta1_CustomTransformer(ref common.ReferenceCallb "volumes": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge,retainKeys", }, @@ -2971,6 +3364,10 @@ func schema_pkg_apis_serving_v1beta1_CustomTransformer(ref common.ReferenceCallb "initContainers": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -2991,6 +3388,10 @@ func schema_pkg_apis_serving_v1beta1_CustomTransformer(ref common.ReferenceCallb "containers": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -3011,6 +3412,10 @@ func schema_pkg_apis_serving_v1beta1_CustomTransformer(ref common.ReferenceCallb "ephemeralContainers": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -3086,7 +3491,7 @@ func schema_pkg_apis_serving_v1beta1_CustomTransformer(ref common.ReferenceCallb }, "serviceAccount": { SchemaProps: spec.SchemaProps{ - Description: "DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead.", + Description: "DeprecatedServiceAccount is a deprecated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead.", Type: []string{"string"}, Format: "", }, @@ -3142,6 +3547,10 @@ func schema_pkg_apis_serving_v1beta1_CustomTransformer(ref common.ReferenceCallb "imagePullSecrets": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -3187,6 +3596,11 @@ func schema_pkg_apis_serving_v1beta1_CustomTransformer(ref common.ReferenceCallb }, }, "tolerations": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "If specified, the pod's tolerations.", Type: []string{"array"}, @@ -3203,12 +3617,16 @@ func schema_pkg_apis_serving_v1beta1_CustomTransformer(ref common.ReferenceCallb "hostAliases": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "ip", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "ip", "x-kubernetes-patch-strategy": "merge", }, }, SchemaProps: spec.SchemaProps{ - Description: "HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods.", + Description: "HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified.", Type: []string{"array"}, Items: &spec.SchemaOrArray{ Schema: &spec.Schema{ @@ -3241,6 +3659,11 @@ func schema_pkg_apis_serving_v1beta1_CustomTransformer(ref common.ReferenceCallb }, }, "readinessGates": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates", Type: []string{"array"}, @@ -3316,14 +3739,14 @@ func schema_pkg_apis_serving_v1beta1_CustomTransformer(ref common.ReferenceCallb }, "setHostnameAsFQDN": { SchemaProps: spec.SchemaProps{ - Description: "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", + Description: "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", Type: []string{"boolean"}, Format: "", }, }, "os": { SchemaProps: spec.SchemaProps{ - Description: "Specifies the OS of the containers in the pod. Some pod and container fields are restricted if this is set.\n\nIf the OS field is set to linux, the following fields must be unset: -securityContext.windowsOptions\n\nIf the OS field is set to windows, following fields must be unset: - spec.hostPID - spec.hostIPC - spec.hostUsers - spec.securityContext.seLinuxOptions - spec.securityContext.seccompProfile - spec.securityContext.fsGroup - spec.securityContext.fsGroupChangePolicy - spec.securityContext.sysctls - spec.shareProcessNamespace - spec.securityContext.runAsUser - spec.securityContext.runAsGroup - spec.securityContext.supplementalGroups - spec.containers[*].securityContext.seLinuxOptions - spec.containers[*].securityContext.seccompProfile - spec.containers[*].securityContext.capabilities - spec.containers[*].securityContext.readOnlyRootFilesystem - spec.containers[*].securityContext.privileged - spec.containers[*].securityContext.allowPrivilegeEscalation - spec.containers[*].securityContext.procMount - spec.containers[*].securityContext.runAsUser - spec.containers[*].securityContext.runAsGroup", + Description: "Specifies the OS of the containers in the pod. Some pod and container fields are restricted if this is set.\n\nIf the OS field is set to linux, the following fields must be unset: -securityContext.windowsOptions\n\nIf the OS field is set to windows, following fields must be unset: - spec.hostPID - spec.hostIPC - spec.hostUsers - spec.securityContext.appArmorProfile - spec.securityContext.seLinuxOptions - spec.securityContext.seccompProfile - spec.securityContext.fsGroup - spec.securityContext.fsGroupChangePolicy - spec.securityContext.sysctls - spec.shareProcessNamespace - spec.securityContext.runAsUser - spec.securityContext.runAsGroup - spec.securityContext.supplementalGroups - spec.containers[*].securityContext.appArmorProfile - spec.containers[*].securityContext.seLinuxOptions - spec.containers[*].securityContext.seccompProfile - spec.containers[*].securityContext.capabilities - spec.containers[*].securityContext.readOnlyRootFilesystem - spec.containers[*].securityContext.privileged - spec.containers[*].securityContext.allowPrivilegeEscalation - spec.containers[*].securityContext.procMount - spec.containers[*].securityContext.runAsUser - spec.containers[*].securityContext.runAsGroup", Ref: ref("k8s.io/api/core/v1.PodOS"), }, }, @@ -3346,7 +3769,7 @@ func schema_pkg_apis_serving_v1beta1_CustomTransformer(ref common.ReferenceCallb }, }, SchemaProps: spec.SchemaProps{ - Description: "SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod.\n\nSchedulingGates can only be set at pod creation time, and be removed only afterwards.\n\nThis is a beta feature enabled by the PodSchedulingReadiness feature gate.", + Description: "SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod.\n\nSchedulingGates can only be set at pod creation time, and be removed only afterwards.", Type: []string{"array"}, Items: &spec.SchemaOrArray{ Schema: &spec.Schema{ @@ -3491,6 +3914,11 @@ func schema_pkg_apis_serving_v1beta1_ExplainerExtensionSpec(ref common.Reference }, }, "command": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -3506,6 +3934,11 @@ func schema_pkg_apis_serving_v1beta1_ExplainerExtensionSpec(ref common.Reference }, }, "args": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -3553,6 +3986,11 @@ func schema_pkg_apis_serving_v1beta1_ExplainerExtensionSpec(ref common.Reference }, }, "envFrom": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated.", Type: []string{"array"}, @@ -3569,6 +4007,10 @@ func schema_pkg_apis_serving_v1beta1_ExplainerExtensionSpec(ref common.Reference "env": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -3622,6 +4064,10 @@ func schema_pkg_apis_serving_v1beta1_ExplainerExtensionSpec(ref common.Reference "volumeMounts": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "mountPath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge", }, @@ -3642,6 +4088,10 @@ func schema_pkg_apis_serving_v1beta1_ExplainerExtensionSpec(ref common.Reference "volumeDevices": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "devicePath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge", }, @@ -4127,7 +4577,7 @@ func schema_pkg_apis_serving_v1beta1_ExplainerSpec(ref common.ReferenceCallback) }, "setHostnameAsFQDN": { SchemaProps: spec.SchemaProps{ - Description: "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", + Description: "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", Type: []string{"boolean"}, Format: "", }, @@ -4256,7 +4706,7 @@ func schema_pkg_apis_serving_v1beta1_ExplainerSpec(ref common.ReferenceCallback) }, "labels": { SchemaProps: spec.SchemaProps{ - Description: "Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels", + Description: "Labels that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/", Type: []string{"object"}, AdditionalProperties: &spec.SchemaOrBool{ Allows: true, @@ -4272,7 +4722,7 @@ func schema_pkg_apis_serving_v1beta1_ExplainerSpec(ref common.ReferenceCallback) }, "annotations": { SchemaProps: spec.SchemaProps{ - Description: "Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations", + Description: "Annotations that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/", Type: []string{"object"}, AdditionalProperties: &spec.SchemaOrBool{ Allows: true, @@ -4419,6 +4869,11 @@ func schema_pkg_apis_serving_v1beta1_HuggingFaceRuntimeSpec(ref common.Reference }, }, "command": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -4434,6 +4889,11 @@ func schema_pkg_apis_serving_v1beta1_HuggingFaceRuntimeSpec(ref common.Reference }, }, "args": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -4481,6 +4941,11 @@ func schema_pkg_apis_serving_v1beta1_HuggingFaceRuntimeSpec(ref common.Reference }, }, "envFrom": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated.", Type: []string{"array"}, @@ -4497,6 +4962,10 @@ func schema_pkg_apis_serving_v1beta1_HuggingFaceRuntimeSpec(ref common.Reference "env": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -4550,6 +5019,10 @@ func schema_pkg_apis_serving_v1beta1_HuggingFaceRuntimeSpec(ref common.Reference "volumeMounts": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "mountPath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge", }, @@ -4570,6 +5043,10 @@ func schema_pkg_apis_serving_v1beta1_HuggingFaceRuntimeSpec(ref common.Reference "volumeDevices": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "devicePath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge", }, @@ -4936,7 +5413,7 @@ func schema_pkg_apis_serving_v1beta1_IngressConfig(ref common.ReferenceCallback) Format: "", }, }, - "ingressService": { + "knativeLocalGatewayService": { SchemaProps: spec.SchemaProps{ Type: []string{"string"}, Format: "", @@ -5060,6 +5537,11 @@ func schema_pkg_apis_serving_v1beta1_LightGBMSpec(ref common.ReferenceCallback) }, }, "command": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -5075,6 +5557,11 @@ func schema_pkg_apis_serving_v1beta1_LightGBMSpec(ref common.ReferenceCallback) }, }, "args": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -5122,6 +5609,11 @@ func schema_pkg_apis_serving_v1beta1_LightGBMSpec(ref common.ReferenceCallback) }, }, "envFrom": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated.", Type: []string{"array"}, @@ -5138,6 +5630,10 @@ func schema_pkg_apis_serving_v1beta1_LightGBMSpec(ref common.ReferenceCallback) "env": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -5191,6 +5687,10 @@ func schema_pkg_apis_serving_v1beta1_LightGBMSpec(ref common.ReferenceCallback) "volumeMounts": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "mountPath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge", }, @@ -5211,6 +5711,10 @@ func schema_pkg_apis_serving_v1beta1_LightGBMSpec(ref common.ReferenceCallback) "volumeDevices": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "devicePath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge", }, @@ -5315,6 +5819,45 @@ func schema_pkg_apis_serving_v1beta1_LightGBMSpec(ref common.ReferenceCallback) } } +func schema_pkg_apis_serving_v1beta1_LocalModelConfig(ref common.ReferenceCallback) common.OpenAPIDefinition { + return common.OpenAPIDefinition{ + Schema: spec.Schema{ + SchemaProps: spec.SchemaProps{ + Type: []string{"object"}, + Properties: map[string]spec.Schema{ + "enabled": { + SchemaProps: spec.SchemaProps{ + Default: false, + Type: []string{"boolean"}, + Format: "", + }, + }, + "jobNamespace": { + SchemaProps: spec.SchemaProps{ + Default: "", + Type: []string{"string"}, + Format: "", + }, + }, + "defaultJobImage": { + SchemaProps: spec.SchemaProps{ + Type: []string{"string"}, + Format: "", + }, + }, + "fsGroup": { + SchemaProps: spec.SchemaProps{ + Type: []string{"integer"}, + Format: "int64", + }, + }, + }, + Required: []string{"enabled", "jobNamespace"}, + }, + }, + } +} + func schema_pkg_apis_serving_v1beta1_LoggerSpec(ref common.ReferenceCallback) common.OpenAPIDefinition { return common.OpenAPIDefinition{ Schema: spec.Schema{ @@ -5336,6 +5879,21 @@ func schema_pkg_apis_serving_v1beta1_LoggerSpec(ref common.ReferenceCallback) co Format: "", }, }, + "metadataHeaders": { + SchemaProps: spec.SchemaProps{ + Description: "Matched metadata HTTP headers for propagating to inference logger cloud events.", + Type: []string{"array"}, + Items: &spec.SchemaOrArray{ + Schema: &spec.Schema{ + SchemaProps: spec.SchemaProps{ + Default: "", + Type: []string{"string"}, + Format: "", + }, + }, + }, + }, + }, }, }, }, @@ -5482,6 +6040,11 @@ func schema_pkg_apis_serving_v1beta1_ModelSpec(ref common.ReferenceCallback) com }, }, "command": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -5497,6 +6060,11 @@ func schema_pkg_apis_serving_v1beta1_ModelSpec(ref common.ReferenceCallback) com }, }, "args": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -5544,10 +6112,15 @@ func schema_pkg_apis_serving_v1beta1_ModelSpec(ref common.ReferenceCallback) com }, }, "envFrom": { - SchemaProps: spec.SchemaProps{ - Description: "List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated.", - Type: []string{"array"}, - Items: &spec.SchemaOrArray{ + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, + SchemaProps: spec.SchemaProps{ + Description: "List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated.", + Type: []string{"array"}, + Items: &spec.SchemaOrArray{ Schema: &spec.Schema{ SchemaProps: spec.SchemaProps{ Default: map[string]interface{}{}, @@ -5560,6 +6133,10 @@ func schema_pkg_apis_serving_v1beta1_ModelSpec(ref common.ReferenceCallback) com "env": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -5613,6 +6190,10 @@ func schema_pkg_apis_serving_v1beta1_ModelSpec(ref common.ReferenceCallback) com "volumeMounts": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "mountPath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge", }, @@ -5633,6 +6214,10 @@ func schema_pkg_apis_serving_v1beta1_ModelSpec(ref common.ReferenceCallback) com "volumeDevices": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "devicePath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge", }, @@ -5822,6 +6407,11 @@ func schema_pkg_apis_serving_v1beta1_ONNXRuntimeSpec(ref common.ReferenceCallbac }, }, "command": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -5837,6 +6427,11 @@ func schema_pkg_apis_serving_v1beta1_ONNXRuntimeSpec(ref common.ReferenceCallbac }, }, "args": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -5884,6 +6479,11 @@ func schema_pkg_apis_serving_v1beta1_ONNXRuntimeSpec(ref common.ReferenceCallbac }, }, "envFrom": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated.", Type: []string{"array"}, @@ -5900,6 +6500,10 @@ func schema_pkg_apis_serving_v1beta1_ONNXRuntimeSpec(ref common.ReferenceCallbac "env": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -5953,6 +6557,10 @@ func schema_pkg_apis_serving_v1beta1_ONNXRuntimeSpec(ref common.ReferenceCallbac "volumeMounts": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "mountPath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge", }, @@ -5973,6 +6581,10 @@ func schema_pkg_apis_serving_v1beta1_ONNXRuntimeSpec(ref common.ReferenceCallbac "volumeDevices": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "devicePath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge", }, @@ -6121,6 +6733,11 @@ func schema_pkg_apis_serving_v1beta1_PMMLSpec(ref common.ReferenceCallback) comm }, }, "command": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -6136,6 +6753,11 @@ func schema_pkg_apis_serving_v1beta1_PMMLSpec(ref common.ReferenceCallback) comm }, }, "args": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -6183,6 +6805,11 @@ func schema_pkg_apis_serving_v1beta1_PMMLSpec(ref common.ReferenceCallback) comm }, }, "envFrom": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated.", Type: []string{"array"}, @@ -6199,6 +6826,10 @@ func schema_pkg_apis_serving_v1beta1_PMMLSpec(ref common.ReferenceCallback) comm "env": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -6252,6 +6883,10 @@ func schema_pkg_apis_serving_v1beta1_PMMLSpec(ref common.ReferenceCallback) comm "volumeMounts": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "mountPath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge", }, @@ -6272,6 +6907,10 @@ func schema_pkg_apis_serving_v1beta1_PMMLSpec(ref common.ReferenceCallback) comm "volumeDevices": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "devicePath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge", }, @@ -6419,6 +7058,11 @@ func schema_pkg_apis_serving_v1beta1_PaddleServerSpec(ref common.ReferenceCallba }, }, "command": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -6434,6 +7078,11 @@ func schema_pkg_apis_serving_v1beta1_PaddleServerSpec(ref common.ReferenceCallba }, }, "args": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -6481,6 +7130,11 @@ func schema_pkg_apis_serving_v1beta1_PaddleServerSpec(ref common.ReferenceCallba }, }, "envFrom": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated.", Type: []string{"array"}, @@ -6497,6 +7151,10 @@ func schema_pkg_apis_serving_v1beta1_PaddleServerSpec(ref common.ReferenceCallba "env": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -6550,6 +7208,10 @@ func schema_pkg_apis_serving_v1beta1_PaddleServerSpec(ref common.ReferenceCallba "volumeMounts": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "mountPath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge", }, @@ -6570,6 +7232,10 @@ func schema_pkg_apis_serving_v1beta1_PaddleServerSpec(ref common.ReferenceCallba "volumeDevices": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "devicePath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge", }, @@ -7049,7 +7715,7 @@ func schema_pkg_apis_serving_v1beta1_PodSpec(ref common.ReferenceCallback) commo }, "setHostnameAsFQDN": { SchemaProps: spec.SchemaProps{ - Description: "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", + Description: "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", Type: []string{"boolean"}, Format: "", }, @@ -7167,6 +7833,11 @@ func schema_pkg_apis_serving_v1beta1_PredictorExtensionSpec(ref common.Reference }, }, "command": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -7182,6 +7853,11 @@ func schema_pkg_apis_serving_v1beta1_PredictorExtensionSpec(ref common.Reference }, }, "args": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -7229,6 +7905,11 @@ func schema_pkg_apis_serving_v1beta1_PredictorExtensionSpec(ref common.Reference }, }, "envFrom": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated.", Type: []string{"array"}, @@ -7245,6 +7926,10 @@ func schema_pkg_apis_serving_v1beta1_PredictorExtensionSpec(ref common.Reference "env": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -7298,6 +7983,10 @@ func schema_pkg_apis_serving_v1beta1_PredictorExtensionSpec(ref common.Reference "volumeMounts": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "mountPath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge", }, @@ -7318,6 +8007,10 @@ func schema_pkg_apis_serving_v1beta1_PredictorExtensionSpec(ref common.Reference "volumeDevices": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "devicePath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge", }, @@ -7495,6 +8188,12 @@ func schema_pkg_apis_serving_v1beta1_PredictorSpec(ref common.ReferenceCallback) Ref: ref("github.com/kserve/kserve/pkg/apis/serving/v1beta1.ModelSpec"), }, }, + "workerSpec": { + SchemaProps: spec.SchemaProps{ + Description: "WorkerSpec for enabling multi-node/multi-gpu", + Ref: ref("github.com/kserve/kserve/pkg/apis/serving/v1beta1.WorkerSpec"), + }, + }, "volumes": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ @@ -7863,7 +8562,7 @@ func schema_pkg_apis_serving_v1beta1_PredictorSpec(ref common.ReferenceCallback) }, "setHostnameAsFQDN": { SchemaProps: spec.SchemaProps{ - Description: "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", + Description: "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", Type: []string{"boolean"}, Format: "", }, @@ -7992,7 +8691,7 @@ func schema_pkg_apis_serving_v1beta1_PredictorSpec(ref common.ReferenceCallback) }, "labels": { SchemaProps: spec.SchemaProps{ - Description: "Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels", + Description: "Labels that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/", Type: []string{"object"}, AdditionalProperties: &spec.SchemaOrBool{ Allows: true, @@ -8008,7 +8707,7 @@ func schema_pkg_apis_serving_v1beta1_PredictorSpec(ref common.ReferenceCallback) }, "annotations": { SchemaProps: spec.SchemaProps{ - Description: "Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations", + Description: "Annotations that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/", Type: []string{"object"}, AdditionalProperties: &spec.SchemaOrBool{ Allows: true, @@ -8032,7 +8731,7 @@ func schema_pkg_apis_serving_v1beta1_PredictorSpec(ref common.ReferenceCallback) }, }, Dependencies: []string{ - "github.com/kserve/kserve/pkg/apis/serving/v1beta1.Batcher", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.HuggingFaceRuntimeSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.LightGBMSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.LoggerSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.ModelSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.ONNXRuntimeSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.PMMLSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.PaddleServerSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.SKLearnSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.TFServingSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.TorchServeSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.TritonSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.XGBoostSpec", "k8s.io/api/apps/v1.DeploymentStrategy", "k8s.io/api/core/v1.Affinity", "k8s.io/api/core/v1.Container", "k8s.io/api/core/v1.EphemeralContainer", "k8s.io/api/core/v1.HostAlias", "k8s.io/api/core/v1.LocalObjectReference", "k8s.io/api/core/v1.PodDNSConfig", "k8s.io/api/core/v1.PodOS", "k8s.io/api/core/v1.PodReadinessGate", "k8s.io/api/core/v1.PodResourceClaim", "k8s.io/api/core/v1.PodSchedulingGate", "k8s.io/api/core/v1.PodSecurityContext", "k8s.io/api/core/v1.Toleration", "k8s.io/api/core/v1.TopologySpreadConstraint", "k8s.io/api/core/v1.Volume", "k8s.io/apimachinery/pkg/api/resource.Quantity"}, + "github.com/kserve/kserve/pkg/apis/serving/v1beta1.Batcher", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.HuggingFaceRuntimeSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.LightGBMSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.LoggerSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.ModelSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.ONNXRuntimeSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.PMMLSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.PaddleServerSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.SKLearnSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.TFServingSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.TorchServeSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.TritonSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.WorkerSpec", "github.com/kserve/kserve/pkg/apis/serving/v1beta1.XGBoostSpec", "k8s.io/api/apps/v1.DeploymentStrategy", "k8s.io/api/core/v1.Affinity", "k8s.io/api/core/v1.Container", "k8s.io/api/core/v1.EphemeralContainer", "k8s.io/api/core/v1.HostAlias", "k8s.io/api/core/v1.LocalObjectReference", "k8s.io/api/core/v1.PodDNSConfig", "k8s.io/api/core/v1.PodOS", "k8s.io/api/core/v1.PodReadinessGate", "k8s.io/api/core/v1.PodResourceClaim", "k8s.io/api/core/v1.PodSchedulingGate", "k8s.io/api/core/v1.PodSecurityContext", "k8s.io/api/core/v1.Toleration", "k8s.io/api/core/v1.TopologySpreadConstraint", "k8s.io/api/core/v1.Volume", "k8s.io/apimachinery/pkg/api/resource.Quantity"}, } } @@ -8080,6 +8779,11 @@ func schema_pkg_apis_serving_v1beta1_SKLearnSpec(ref common.ReferenceCallback) c }, }, "command": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -8095,6 +8799,11 @@ func schema_pkg_apis_serving_v1beta1_SKLearnSpec(ref common.ReferenceCallback) c }, }, "args": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -8142,6 +8851,11 @@ func schema_pkg_apis_serving_v1beta1_SKLearnSpec(ref common.ReferenceCallback) c }, }, "envFrom": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated.", Type: []string{"array"}, @@ -8158,6 +8872,10 @@ func schema_pkg_apis_serving_v1beta1_SKLearnSpec(ref common.ReferenceCallback) c "env": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -8211,6 +8929,10 @@ func schema_pkg_apis_serving_v1beta1_SKLearnSpec(ref common.ReferenceCallback) c "volumeMounts": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "mountPath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge", }, @@ -8231,6 +8953,10 @@ func schema_pkg_apis_serving_v1beta1_SKLearnSpec(ref common.ReferenceCallback) c "volumeDevices": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "devicePath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge", }, @@ -8335,6 +9061,26 @@ func schema_pkg_apis_serving_v1beta1_SKLearnSpec(ref common.ReferenceCallback) c } } +func schema_pkg_apis_serving_v1beta1_SecurityConfig(ref common.ReferenceCallback) common.OpenAPIDefinition { + return common.OpenAPIDefinition{ + Schema: spec.Schema{ + SchemaProps: spec.SchemaProps{ + Type: []string{"object"}, + Properties: map[string]spec.Schema{ + "autoMountServiceAccountToken": { + SchemaProps: spec.SchemaProps{ + Default: false, + Type: []string{"boolean"}, + Format: "", + }, + }, + }, + Required: []string{"autoMountServiceAccountToken"}, + }, + }, + } +} + func schema_pkg_apis_serving_v1beta1_StorageSpec(ref common.ReferenceCallback) common.OpenAPIDefinition { return common.OpenAPIDefinition{ Schema: spec.Schema{ @@ -8428,6 +9174,11 @@ func schema_pkg_apis_serving_v1beta1_TFServingSpec(ref common.ReferenceCallback) }, }, "command": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -8443,6 +9194,11 @@ func schema_pkg_apis_serving_v1beta1_TFServingSpec(ref common.ReferenceCallback) }, }, "args": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -8490,6 +9246,11 @@ func schema_pkg_apis_serving_v1beta1_TFServingSpec(ref common.ReferenceCallback) }, }, "envFrom": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated.", Type: []string{"array"}, @@ -8506,6 +9267,10 @@ func schema_pkg_apis_serving_v1beta1_TFServingSpec(ref common.ReferenceCallback) "env": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -8559,6 +9324,10 @@ func schema_pkg_apis_serving_v1beta1_TFServingSpec(ref common.ReferenceCallback) "volumeMounts": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "mountPath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge", }, @@ -8579,6 +9348,10 @@ func schema_pkg_apis_serving_v1beta1_TFServingSpec(ref common.ReferenceCallback) "volumeDevices": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "devicePath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge", }, @@ -8727,6 +9500,11 @@ func schema_pkg_apis_serving_v1beta1_TorchServeSpec(ref common.ReferenceCallback }, }, "command": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -8742,6 +9520,11 @@ func schema_pkg_apis_serving_v1beta1_TorchServeSpec(ref common.ReferenceCallback }, }, "args": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -8789,6 +9572,11 @@ func schema_pkg_apis_serving_v1beta1_TorchServeSpec(ref common.ReferenceCallback }, }, "envFrom": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated.", Type: []string{"array"}, @@ -8805,6 +9593,10 @@ func schema_pkg_apis_serving_v1beta1_TorchServeSpec(ref common.ReferenceCallback "env": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -8858,6 +9650,10 @@ func schema_pkg_apis_serving_v1beta1_TorchServeSpec(ref common.ReferenceCallback "volumeMounts": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "mountPath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge", }, @@ -8878,6 +9674,10 @@ func schema_pkg_apis_serving_v1beta1_TorchServeSpec(ref common.ReferenceCallback "volumeDevices": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "devicePath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge", }, @@ -9357,7 +10157,7 @@ func schema_pkg_apis_serving_v1beta1_TransformerSpec(ref common.ReferenceCallbac }, "setHostnameAsFQDN": { SchemaProps: spec.SchemaProps{ - Description: "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", + Description: "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", Type: []string{"boolean"}, Format: "", }, @@ -9486,7 +10286,7 @@ func schema_pkg_apis_serving_v1beta1_TransformerSpec(ref common.ReferenceCallbac }, "labels": { SchemaProps: spec.SchemaProps{ - Description: "Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels", + Description: "Labels that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/", Type: []string{"object"}, AdditionalProperties: &spec.SchemaOrBool{ Allows: true, @@ -9502,7 +10302,7 @@ func schema_pkg_apis_serving_v1beta1_TransformerSpec(ref common.ReferenceCallbac }, "annotations": { SchemaProps: spec.SchemaProps{ - Description: "Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations", + Description: "Annotations that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/", Type: []string{"object"}, AdditionalProperties: &spec.SchemaOrBool{ Allows: true, @@ -9574,6 +10374,11 @@ func schema_pkg_apis_serving_v1beta1_TritonSpec(ref common.ReferenceCallback) co }, }, "command": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -9589,6 +10394,11 @@ func schema_pkg_apis_serving_v1beta1_TritonSpec(ref common.ReferenceCallback) co }, }, "args": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -9636,6 +10446,11 @@ func schema_pkg_apis_serving_v1beta1_TritonSpec(ref common.ReferenceCallback) co }, }, "envFrom": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated.", Type: []string{"array"}, @@ -9652,6 +10467,10 @@ func schema_pkg_apis_serving_v1beta1_TritonSpec(ref common.ReferenceCallback) co "env": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -9705,6 +10524,10 @@ func schema_pkg_apis_serving_v1beta1_TritonSpec(ref common.ReferenceCallback) co "volumeMounts": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "mountPath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge", }, @@ -9725,6 +10548,10 @@ func schema_pkg_apis_serving_v1beta1_TritonSpec(ref common.ReferenceCallback) co "volumeDevices": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "devicePath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge", }, @@ -9829,25 +10656,480 @@ func schema_pkg_apis_serving_v1beta1_TritonSpec(ref common.ReferenceCallback) co } } -func schema_pkg_apis_serving_v1beta1_XGBoostSpec(ref common.ReferenceCallback) common.OpenAPIDefinition { +func schema_pkg_apis_serving_v1beta1_WorkerSpec(ref common.ReferenceCallback) common.OpenAPIDefinition { return common.OpenAPIDefinition{ Schema: spec.Schema{ SchemaProps: spec.SchemaProps{ - Description: "XGBoostSpec defines arguments for configuring XGBoost model serving.", - Type: []string{"object"}, + Type: []string{"object"}, Properties: map[string]spec.Schema{ - "storageUri": { - SchemaProps: spec.SchemaProps{ - Description: "This field points to the location of the trained model which is mounted onto the pod.", - Type: []string{"string"}, - Format: "", + "volumes": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-patch-merge-key": "name", + "x-kubernetes-patch-strategy": "merge,retainKeys", + }, }, - }, - "runtimeVersion": { SchemaProps: spec.SchemaProps{ - Description: "Runtime version of the predictor docker image", - Type: []string{"string"}, - Format: "", + Description: "List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes", + Type: []string{"array"}, + Items: &spec.SchemaOrArray{ + Schema: &spec.Schema{ + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("k8s.io/api/core/v1.Volume"), + }, + }, + }, + }, + }, + "initContainers": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-patch-merge-key": "name", + "x-kubernetes-patch-strategy": "merge", + }, + }, + SchemaProps: spec.SchemaProps{ + Description: "List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/", + Type: []string{"array"}, + Items: &spec.SchemaOrArray{ + Schema: &spec.Schema{ + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("k8s.io/api/core/v1.Container"), + }, + }, + }, + }, + }, + "containers": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-patch-merge-key": "name", + "x-kubernetes-patch-strategy": "merge", + }, + }, + SchemaProps: spec.SchemaProps{ + Description: "List of containers belonging to the pod. Containers cannot currently be added or removed. There must be at least one container in a Pod. Cannot be updated.", + Type: []string{"array"}, + Items: &spec.SchemaOrArray{ + Schema: &spec.Schema{ + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("k8s.io/api/core/v1.Container"), + }, + }, + }, + }, + }, + "ephemeralContainers": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-patch-merge-key": "name", + "x-kubernetes-patch-strategy": "merge", + }, + }, + SchemaProps: spec.SchemaProps{ + Description: "List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate.", + Type: []string{"array"}, + Items: &spec.SchemaOrArray{ + Schema: &spec.Schema{ + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("k8s.io/api/core/v1.EphemeralContainer"), + }, + }, + }, + }, + }, + "restartPolicy": { + SchemaProps: spec.SchemaProps{ + Description: "Restart policy for all containers within the pod. One of Always, OnFailure, Never. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy", + Type: []string{"string"}, + Format: "", + }, + }, + "terminationGracePeriodSeconds": { + SchemaProps: spec.SchemaProps{ + Description: "Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds.", + Type: []string{"integer"}, + Format: "int64", + }, + }, + "activeDeadlineSeconds": { + SchemaProps: spec.SchemaProps{ + Description: "Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer.", + Type: []string{"integer"}, + Format: "int64", + }, + }, + "dnsPolicy": { + SchemaProps: spec.SchemaProps{ + Description: "Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'.", + Type: []string{"string"}, + Format: "", + }, + }, + "nodeSelector": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-map-type": "atomic", + }, + }, + SchemaProps: spec.SchemaProps{ + Description: "NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/", + Type: []string{"object"}, + AdditionalProperties: &spec.SchemaOrBool{ + Allows: true, + Schema: &spec.Schema{ + SchemaProps: spec.SchemaProps{ + Default: "", + Type: []string{"string"}, + Format: "", + }, + }, + }, + }, + }, + "serviceAccountName": { + SchemaProps: spec.SchemaProps{ + Description: "ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/", + Type: []string{"string"}, + Format: "", + }, + }, + "serviceAccount": { + SchemaProps: spec.SchemaProps{ + Description: "DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead.", + Type: []string{"string"}, + Format: "", + }, + }, + "automountServiceAccountToken": { + SchemaProps: spec.SchemaProps{ + Description: "AutomountServiceAccountToken indicates whether a service account token should be automatically mounted.", + Type: []string{"boolean"}, + Format: "", + }, + }, + "nodeName": { + SchemaProps: spec.SchemaProps{ + Description: "NodeName is a request to schedule this pod onto a specific node. If it is non-empty, the scheduler simply schedules this pod onto that node, assuming that it fits resource requirements.", + Type: []string{"string"}, + Format: "", + }, + }, + "hostNetwork": { + SchemaProps: spec.SchemaProps{ + Description: "Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false.", + Type: []string{"boolean"}, + Format: "", + }, + }, + "hostPID": { + SchemaProps: spec.SchemaProps{ + Description: "Use the host's pid namespace. Optional: Default to false.", + Type: []string{"boolean"}, + Format: "", + }, + }, + "hostIPC": { + SchemaProps: spec.SchemaProps{ + Description: "Use the host's ipc namespace. Optional: Default to false.", + Type: []string{"boolean"}, + Format: "", + }, + }, + "shareProcessNamespace": { + SchemaProps: spec.SchemaProps{ + Description: "Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false.", + Type: []string{"boolean"}, + Format: "", + }, + }, + "securityContext": { + SchemaProps: spec.SchemaProps{ + Description: "SecurityContext holds pod-level security attributes and common container settings. Optional: Defaults to empty. See type description for default values of each field.", + Ref: ref("k8s.io/api/core/v1.PodSecurityContext"), + }, + }, + "imagePullSecrets": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-patch-merge-key": "name", + "x-kubernetes-patch-strategy": "merge", + }, + }, + SchemaProps: spec.SchemaProps{ + Description: "ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod", + Type: []string{"array"}, + Items: &spec.SchemaOrArray{ + Schema: &spec.Schema{ + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("k8s.io/api/core/v1.LocalObjectReference"), + }, + }, + }, + }, + }, + "hostname": { + SchemaProps: spec.SchemaProps{ + Description: "Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value.", + Type: []string{"string"}, + Format: "", + }, + }, + "subdomain": { + SchemaProps: spec.SchemaProps{ + Description: "If specified, the fully qualified Pod hostname will be \"...svc.\". If not specified, the pod will not have a domainname at all.", + Type: []string{"string"}, + Format: "", + }, + }, + "affinity": { + SchemaProps: spec.SchemaProps{ + Description: "If specified, the pod's scheduling constraints", + Ref: ref("k8s.io/api/core/v1.Affinity"), + }, + }, + "schedulerName": { + SchemaProps: spec.SchemaProps{ + Description: "If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler.", + Type: []string{"string"}, + Format: "", + }, + }, + "tolerations": { + SchemaProps: spec.SchemaProps{ + Description: "If specified, the pod's tolerations.", + Type: []string{"array"}, + Items: &spec.SchemaOrArray{ + Schema: &spec.Schema{ + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("k8s.io/api/core/v1.Toleration"), + }, + }, + }, + }, + }, + "hostAliases": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-patch-merge-key": "ip", + "x-kubernetes-patch-strategy": "merge", + }, + }, + SchemaProps: spec.SchemaProps{ + Description: "HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods.", + Type: []string{"array"}, + Items: &spec.SchemaOrArray{ + Schema: &spec.Schema{ + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("k8s.io/api/core/v1.HostAlias"), + }, + }, + }, + }, + }, + "priorityClassName": { + SchemaProps: spec.SchemaProps{ + Description: "If specified, indicates the pod's priority. \"system-node-critical\" and \"system-cluster-critical\" are two special keywords which indicate the highest priorities with the former being the highest priority. Any other name must be defined by creating a PriorityClass object with that name. If not specified, the pod priority will be default or zero if there is no default.", + Type: []string{"string"}, + Format: "", + }, + }, + "priority": { + SchemaProps: spec.SchemaProps{ + Description: "The priority value. Various system components use this field to find the priority of the pod. When Priority Admission Controller is enabled, it prevents users from setting this field. The admission controller populates this field from PriorityClassName. The higher the value, the higher the priority.", + Type: []string{"integer"}, + Format: "int32", + }, + }, + "dnsConfig": { + SchemaProps: spec.SchemaProps{ + Description: "Specifies the DNS parameters of a pod. Parameters specified here will be merged to the generated DNS configuration based on DNSPolicy.", + Ref: ref("k8s.io/api/core/v1.PodDNSConfig"), + }, + }, + "readinessGates": { + SchemaProps: spec.SchemaProps{ + Description: "If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates", + Type: []string{"array"}, + Items: &spec.SchemaOrArray{ + Schema: &spec.Schema{ + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("k8s.io/api/core/v1.PodReadinessGate"), + }, + }, + }, + }, + }, + "runtimeClassName": { + SchemaProps: spec.SchemaProps{ + Description: "RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14.", + Type: []string{"string"}, + Format: "", + }, + }, + "enableServiceLinks": { + SchemaProps: spec.SchemaProps{ + Description: "EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true.", + Type: []string{"boolean"}, + Format: "", + }, + }, + "preemptionPolicy": { + SchemaProps: spec.SchemaProps{ + Description: "PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate.", + Type: []string{"string"}, + Format: "", + }, + }, + "overhead": { + SchemaProps: spec.SchemaProps{ + Description: "Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature.", + Type: []string{"object"}, + AdditionalProperties: &spec.SchemaOrBool{ + Allows: true, + Schema: &spec.Schema{ + SchemaProps: spec.SchemaProps{ + Ref: ref("k8s.io/apimachinery/pkg/api/resource.Quantity"), + }, + }, + }, + }, + }, + "topologySpreadConstraints": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "topologyKey", + "whenUnsatisfiable", + }, + "x-kubernetes-list-type": "map", + "x-kubernetes-patch-merge-key": "topologyKey", + "x-kubernetes-patch-strategy": "merge", + }, + }, + SchemaProps: spec.SchemaProps{ + Description: "TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed.", + Type: []string{"array"}, + Items: &spec.SchemaOrArray{ + Schema: &spec.Schema{ + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("k8s.io/api/core/v1.TopologySpreadConstraint"), + }, + }, + }, + }, + }, + "setHostnameAsFQDN": { + SchemaProps: spec.SchemaProps{ + Description: "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", + Type: []string{"boolean"}, + Format: "", + }, + }, + "os": { + SchemaProps: spec.SchemaProps{ + Description: "Specifies the OS of the containers in the pod. Some pod and container fields are restricted if this is set.\n\nIf the OS field is set to linux, the following fields must be unset: -securityContext.windowsOptions\n\nIf the OS field is set to windows, following fields must be unset: - spec.hostPID - spec.hostIPC - spec.securityContext.seLinuxOptions - spec.securityContext.seccompProfile - spec.securityContext.fsGroup - spec.securityContext.fsGroupChangePolicy - spec.securityContext.sysctls - spec.shareProcessNamespace - spec.securityContext.runAsUser - spec.securityContext.runAsGroup - spec.securityContext.supplementalGroups - spec.containers[*].securityContext.seLinuxOptions - spec.containers[*].securityContext.seccompProfile - spec.containers[*].securityContext.capabilities - spec.containers[*].securityContext.readOnlyRootFilesystem - spec.containers[*].securityContext.privileged - spec.containers[*].securityContext.allowPrivilegeEscalation - spec.containers[*].securityContext.procMount - spec.containers[*].securityContext.runAsUser - spec.containers[*].securityContext.runAsGroup This is an alpha field and requires the IdentifyPodOS feature", + Ref: ref("k8s.io/api/core/v1.PodOS"), + }, + }, + "hostUsers": { + SchemaProps: spec.SchemaProps{ + Description: "Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature.", + Type: []string{"boolean"}, + Format: "", + }, + }, + "schedulingGates": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", + "x-kubernetes-patch-merge-key": "name", + "x-kubernetes-patch-strategy": "merge", + }, + }, + SchemaProps: spec.SchemaProps{ + Description: "SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod.\n\nSchedulingGates can only be set at pod creation time, and be removed only afterwards.\n\nThis is a beta feature enabled by the PodSchedulingReadiness feature gate.", + Type: []string{"array"}, + Items: &spec.SchemaOrArray{ + Schema: &spec.Schema{ + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("k8s.io/api/core/v1.PodSchedulingGate"), + }, + }, + }, + }, + }, + "resourceClaims": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", + "x-kubernetes-patch-merge-key": "name", + "x-kubernetes-patch-strategy": "merge,retainKeys", + }, + }, + SchemaProps: spec.SchemaProps{ + Description: "ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name.\n\nThis is an alpha field and requires enabling the DynamicResourceAllocation feature gate.\n\nThis field is immutable.", + Type: []string{"array"}, + Items: &spec.SchemaOrArray{ + Schema: &spec.Schema{ + SchemaProps: spec.SchemaProps{ + Default: map[string]interface{}{}, + Ref: ref("k8s.io/api/core/v1.PodResourceClaim"), + }, + }, + }, + }, + }, + "size": { + SchemaProps: spec.SchemaProps{ + Description: "Configure the number of replicas in the worker set, each worker set represents the unit of scaling", + Type: []string{"integer"}, + Format: "int32", + }, + }, + }, + }, + }, + Dependencies: []string{ + "k8s.io/api/core/v1.Affinity", "k8s.io/api/core/v1.Container", "k8s.io/api/core/v1.EphemeralContainer", "k8s.io/api/core/v1.HostAlias", "k8s.io/api/core/v1.LocalObjectReference", "k8s.io/api/core/v1.PodDNSConfig", "k8s.io/api/core/v1.PodOS", "k8s.io/api/core/v1.PodReadinessGate", "k8s.io/api/core/v1.PodResourceClaim", "k8s.io/api/core/v1.PodSchedulingGate", "k8s.io/api/core/v1.PodSecurityContext", "k8s.io/api/core/v1.Toleration", "k8s.io/api/core/v1.TopologySpreadConstraint", "k8s.io/api/core/v1.Volume", "k8s.io/apimachinery/pkg/api/resource.Quantity"}, + } +} + +func schema_pkg_apis_serving_v1beta1_XGBoostSpec(ref common.ReferenceCallback) common.OpenAPIDefinition { + return common.OpenAPIDefinition{ + Schema: spec.Schema{ + SchemaProps: spec.SchemaProps{ + Description: "XGBoostSpec defines arguments for configuring XGBoost model serving.", + Type: []string{"object"}, + Properties: map[string]spec.Schema{ + "storageUri": { + SchemaProps: spec.SchemaProps{ + Description: "This field points to the location of the trained model which is mounted onto the pod.", + Type: []string{"string"}, + Format: "", + }, + }, + "runtimeVersion": { + SchemaProps: spec.SchemaProps{ + Description: "Runtime version of the predictor docker image", + Type: []string{"string"}, + Format: "", }, }, "protocolVersion": { @@ -9873,6 +11155,11 @@ func schema_pkg_apis_serving_v1beta1_XGBoostSpec(ref common.ReferenceCallback) c }, }, "command": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -9888,6 +11175,11 @@ func schema_pkg_apis_serving_v1beta1_XGBoostSpec(ref common.ReferenceCallback) c }, }, "args": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", Type: []string{"array"}, @@ -9935,6 +11227,11 @@ func schema_pkg_apis_serving_v1beta1_XGBoostSpec(ref common.ReferenceCallback) c }, }, "envFrom": { + VendorExtensible: spec.VendorExtensible{ + Extensions: spec.Extensions{ + "x-kubernetes-list-type": "atomic", + }, + }, SchemaProps: spec.SchemaProps{ Description: "List of sources to populate environment variables in the container. The keys defined within a source must be a C_IDENTIFIER. All invalid keys will be reported as an event when the container is starting. When a key exists in multiple sources, the value associated with the last source will take precedence. Values defined by an Env with a duplicate key will take precedence. Cannot be updated.", Type: []string{"array"}, @@ -9951,6 +11248,10 @@ func schema_pkg_apis_serving_v1beta1_XGBoostSpec(ref common.ReferenceCallback) c "env": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "name", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge", }, @@ -10004,6 +11305,10 @@ func schema_pkg_apis_serving_v1beta1_XGBoostSpec(ref common.ReferenceCallback) c "volumeMounts": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "mountPath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge", }, @@ -10024,6 +11329,10 @@ func schema_pkg_apis_serving_v1beta1_XGBoostSpec(ref common.ReferenceCallback) c "volumeDevices": { VendorExtensible: spec.VendorExtensible{ Extensions: spec.Extensions{ + "x-kubernetes-list-map-keys": []interface{}{ + "devicePath", + }, + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge", }, diff --git a/pkg/apis/serving/v1beta1/swagger.json b/pkg/openapi/swagger.json similarity index 89% rename from pkg/apis/serving/v1beta1/swagger.json rename to pkg/openapi/swagger.json index 669c2e8b3d7..43286b9b3af 100644 --- a/pkg/apis/serving/v1beta1/swagger.json +++ b/pkg/openapi/swagger.json @@ -39,6 +39,82 @@ } } }, + "v1alpha1.ClusterLocalModel": { + "type": "object", + "properties": { + "apiVersion": { + "description": "APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources", + "type": "string" + }, + "kind": { + "description": "Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds", + "type": "string" + }, + "metadata": { + "default": {}, + "$ref": "#/definitions/v1.ObjectMeta" + }, + "spec": { + "default": {}, + "$ref": "#/definitions/v1alpha1.ClusterLocalModelSpec" + }, + "status": { + "default": {}, + "$ref": "#/definitions/v1alpha1.ClusterLocalModelStatus" + } + } + }, + "v1alpha1.ClusterLocalModelList": { + "type": "object", + "required": [ + "items" + ], + "properties": { + "apiVersion": { + "description": "APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources", + "type": "string" + }, + "items": { + "type": "array", + "items": { + "default": {}, + "$ref": "#/definitions/v1alpha1.ClusterLocalModel" + } + }, + "kind": { + "description": "Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds", + "type": "string" + }, + "metadata": { + "default": {}, + "$ref": "#/definitions/v1.ListMeta" + } + } + }, + "v1alpha1.ClusterLocalModelSpec": { + "type": "object", + "required": [ + "sourceModelUri", + "modelSize", + "nodeGroup" + ], + "properties": { + "modelSize": { + "description": "Model size to make sure it does not exceed the disk space reserved for local models. The limit is defined on the NodeGroup.", + "$ref": "#/definitions/resource.Quantity" + }, + "nodeGroup": { + "description": "group of nodes to cache the model on.", + "type": "string", + "default": "" + }, + "sourceModelUri": { + "description": "Original StorageUri", + "type": "string", + "default": "" + } + } + }, "v1alpha1.ClusterServingRuntime": { "description": "ClusterServingRuntime is the Schema for the servingruntimes API", "type": "object", @@ -359,6 +435,83 @@ } } }, + "v1alpha1.LocalModelNodeGroup": { + "type": "object", + "properties": { + "apiVersion": { + "description": "APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources", + "type": "string" + }, + "kind": { + "description": "Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds", + "type": "string" + }, + "metadata": { + "default": {}, + "$ref": "#/definitions/v1.ObjectMeta" + }, + "spec": { + "default": {}, + "$ref": "#/definitions/v1alpha1.LocalModelNodeGroupSpec" + }, + "status": { + "default": {}, + "$ref": "#/definitions/v1alpha1.LocalModelNodeGroupStatus" + } + } + }, + "v1alpha1.LocalModelNodeGroupList": { + "type": "object", + "required": [ + "items" + ], + "properties": { + "apiVersion": { + "description": "APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources", + "type": "string" + }, + "items": { + "type": "array", + "items": { + "default": {}, + "$ref": "#/definitions/v1alpha1.LocalModelNodeGroup" + } + }, + "kind": { + "description": "Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds", + "type": "string" + }, + "metadata": { + "default": {}, + "$ref": "#/definitions/v1.ListMeta" + } + } + }, + "v1alpha1.LocalModelNodeGroupSpec": { + "description": "LocalModelNodeGroupSpec defines a group of nodes for to download the model to.", + "type": "object", + "required": [ + "storageLimit", + "persistentVolumeSpec", + "persistentVolumeClaimSpec" + ], + "properties": { + "persistentVolumeClaimSpec": { + "description": "Used to create PersistentVolumeClaims for download and in inference service namespaces", + "default": {}, + "$ref": "#/definitions/v1.PersistentVolumeClaimSpec" + }, + "persistentVolumeSpec": { + "description": "Used to create PersistentVolumes for downloading models and in inference service namespaces", + "default": {}, + "$ref": "#/definitions/v1.PersistentVolumeSpec" + }, + "storageLimit": { + "description": "Max storage size per node in this node group", + "$ref": "#/definitions/resource.Quantity" + } + } + }, "v1alpha1.ModelSpec": { "description": "ModelSpec describes a TrainedModel", "type": "object", @@ -466,6 +619,10 @@ "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, + "hostIPC": { + "description": "Use the host's ipc namespace. Optional: Default to false.", + "type": "boolean" + }, "imagePullSecrets": { "description": "ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod", "type": "array", @@ -557,6 +714,10 @@ "description": "Grpc endpoint for internal model-management (implementing mmesh.ModelRuntime gRPC service) Assumed to be single-model runtime if omitted", "type": "string" }, + "hostIPC": { + "description": "Use the host's ipc namespace. Optional: Default to false.", + "type": "boolean" + }, "httpDataEndpoint": { "description": "HTTP endpoint for inferencing", "type": "string" @@ -633,6 +794,10 @@ }, "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge,retainKeys" + }, + "workerSpec": { + "description": "Set WorkerSpec to enable multi-node/multi-gpu", + "$ref": "#/definitions/v1alpha1.WorkerSpec" } } }, @@ -660,6 +825,9 @@ "default": {}, "$ref": "#/definitions/v1alpha1.SupportedUriFormat" } + }, + "workloadType": { + "type": "string" } } }, @@ -795,7 +963,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "command": { "description": "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", @@ -803,7 +972,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "config": { "description": "Inline custom parameter settings for explainer", @@ -820,6 +990,10 @@ "default": {}, "$ref": "#/definitions/v1.EnvVar" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -829,7 +1003,8 @@ "items": { "default": {}, "$ref": "#/definitions/v1.EnvFromSource" - } + }, + "x-kubernetes-list-type": "atomic" }, "image": { "description": "Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets.", @@ -941,6 +1116,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeDevice" }, + "x-kubernetes-list-map-keys": [ + "devicePath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge" }, @@ -951,6 +1130,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeMount" }, + "x-kubernetes-list-map-keys": [ + "mountPath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge" }, @@ -986,7 +1169,7 @@ "type": "object", "properties": { "annotations": { - "description": "Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations", + "description": "Annotations that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/", "type": "object", "additionalProperties": { "type": "string", @@ -1012,7 +1195,7 @@ "$ref": "#/definitions/k8s.io.api.apps.v1.DeploymentStrategy" }, "labels": { - "description": "Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels", + "description": "Labels that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/", "type": "object", "additionalProperties": { "type": "string", @@ -1122,6 +1305,10 @@ "default": {}, "$ref": "#/definitions/v1.Container" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -1144,16 +1331,24 @@ "default": {}, "$ref": "#/definitions/v1.EphemeralContainer" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, "hostAliases": { - "description": "HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods.", + "description": "HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified.", "type": "array", "items": { "default": {}, "$ref": "#/definitions/v1.HostAlias" }, + "x-kubernetes-list-map-keys": [ + "ip" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "ip", "x-kubernetes-patch-strategy": "merge" }, @@ -1184,6 +1379,10 @@ "default": {}, "$ref": "#/definitions/v1.LocalObjectReference" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -1194,6 +1393,10 @@ "default": {}, "$ref": "#/definitions/v1.Container" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -1211,7 +1414,7 @@ "x-kubernetes-map-type": "atomic" }, "os": { - "description": "Specifies the OS of the containers in the pod. Some pod and container fields are restricted if this is set.\n\nIf the OS field is set to linux, the following fields must be unset: -securityContext.windowsOptions\n\nIf the OS field is set to windows, following fields must be unset: - spec.hostPID - spec.hostIPC - spec.hostUsers - spec.securityContext.seLinuxOptions - spec.securityContext.seccompProfile - spec.securityContext.fsGroup - spec.securityContext.fsGroupChangePolicy - spec.securityContext.sysctls - spec.shareProcessNamespace - spec.securityContext.runAsUser - spec.securityContext.runAsGroup - spec.securityContext.supplementalGroups - spec.containers[*].securityContext.seLinuxOptions - spec.containers[*].securityContext.seccompProfile - spec.containers[*].securityContext.capabilities - spec.containers[*].securityContext.readOnlyRootFilesystem - spec.containers[*].securityContext.privileged - spec.containers[*].securityContext.allowPrivilegeEscalation - spec.containers[*].securityContext.procMount - spec.containers[*].securityContext.runAsUser - spec.containers[*].securityContext.runAsGroup", + "description": "Specifies the OS of the containers in the pod. Some pod and container fields are restricted if this is set.\n\nIf the OS field is set to linux, the following fields must be unset: -securityContext.windowsOptions\n\nIf the OS field is set to windows, following fields must be unset: - spec.hostPID - spec.hostIPC - spec.hostUsers - spec.securityContext.appArmorProfile - spec.securityContext.seLinuxOptions - spec.securityContext.seccompProfile - spec.securityContext.fsGroup - spec.securityContext.fsGroupChangePolicy - spec.securityContext.sysctls - spec.shareProcessNamespace - spec.securityContext.runAsUser - spec.securityContext.runAsGroup - spec.securityContext.supplementalGroups - spec.containers[*].securityContext.appArmorProfile - spec.containers[*].securityContext.seLinuxOptions - spec.containers[*].securityContext.seccompProfile - spec.containers[*].securityContext.capabilities - spec.containers[*].securityContext.readOnlyRootFilesystem - spec.containers[*].securityContext.privileged - spec.containers[*].securityContext.allowPrivilegeEscalation - spec.containers[*].securityContext.procMount - spec.containers[*].securityContext.runAsUser - spec.containers[*].securityContext.runAsGroup", "$ref": "#/definitions/v1.PodOS" }, "overhead": { @@ -1240,7 +1443,8 @@ "items": { "default": {}, "$ref": "#/definitions/v1.PodReadinessGate" - } + }, + "x-kubernetes-list-type": "atomic" }, "resourceClaims": { "description": "ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name.\n\nThis is an alpha field and requires enabling the DynamicResourceAllocation feature gate.\n\nThis field is immutable.", @@ -1269,7 +1473,7 @@ "type": "string" }, "schedulingGates": { - "description": "SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod.\n\nSchedulingGates can only be set at pod creation time, and be removed only afterwards.\n\nThis is a beta feature enabled by the PodSchedulingReadiness feature gate.", + "description": "SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod.\n\nSchedulingGates can only be set at pod creation time, and be removed only afterwards.", "type": "array", "items": { "default": {}, @@ -1287,7 +1491,7 @@ "$ref": "#/definitions/v1.PodSecurityContext" }, "serviceAccount": { - "description": "DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead.", + "description": "DeprecatedServiceAccount is a deprecated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead.", "type": "string" }, "serviceAccountName": { @@ -1295,7 +1499,7 @@ "type": "string" }, "setHostnameAsFQDN": { - "description": "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", + "description": "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", "type": "boolean" }, "shareProcessNamespace": { @@ -1317,7 +1521,8 @@ "items": { "default": {}, "$ref": "#/definitions/v1.Toleration" - } + }, + "x-kubernetes-list-type": "atomic" }, "topologySpreadConstraints": { "description": "TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed.", @@ -1341,6 +1546,10 @@ "default": {}, "$ref": "#/definitions/v1.Volume" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge,retainKeys" } @@ -1373,6 +1582,10 @@ "default": {}, "$ref": "#/definitions/v1.Container" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -1395,16 +1608,24 @@ "default": {}, "$ref": "#/definitions/v1.EphemeralContainer" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, "hostAliases": { - "description": "HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods.", + "description": "HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified.", "type": "array", "items": { "default": {}, "$ref": "#/definitions/v1.HostAlias" }, + "x-kubernetes-list-map-keys": [ + "ip" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "ip", "x-kubernetes-patch-strategy": "merge" }, @@ -1435,6 +1656,10 @@ "default": {}, "$ref": "#/definitions/v1.LocalObjectReference" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -1445,6 +1670,10 @@ "default": {}, "$ref": "#/definitions/v1.Container" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -1462,7 +1691,7 @@ "x-kubernetes-map-type": "atomic" }, "os": { - "description": "Specifies the OS of the containers in the pod. Some pod and container fields are restricted if this is set.\n\nIf the OS field is set to linux, the following fields must be unset: -securityContext.windowsOptions\n\nIf the OS field is set to windows, following fields must be unset: - spec.hostPID - spec.hostIPC - spec.hostUsers - spec.securityContext.seLinuxOptions - spec.securityContext.seccompProfile - spec.securityContext.fsGroup - spec.securityContext.fsGroupChangePolicy - spec.securityContext.sysctls - spec.shareProcessNamespace - spec.securityContext.runAsUser - spec.securityContext.runAsGroup - spec.securityContext.supplementalGroups - spec.containers[*].securityContext.seLinuxOptions - spec.containers[*].securityContext.seccompProfile - spec.containers[*].securityContext.capabilities - spec.containers[*].securityContext.readOnlyRootFilesystem - spec.containers[*].securityContext.privileged - spec.containers[*].securityContext.allowPrivilegeEscalation - spec.containers[*].securityContext.procMount - spec.containers[*].securityContext.runAsUser - spec.containers[*].securityContext.runAsGroup", + "description": "Specifies the OS of the containers in the pod. Some pod and container fields are restricted if this is set.\n\nIf the OS field is set to linux, the following fields must be unset: -securityContext.windowsOptions\n\nIf the OS field is set to windows, following fields must be unset: - spec.hostPID - spec.hostIPC - spec.hostUsers - spec.securityContext.appArmorProfile - spec.securityContext.seLinuxOptions - spec.securityContext.seccompProfile - spec.securityContext.fsGroup - spec.securityContext.fsGroupChangePolicy - spec.securityContext.sysctls - spec.shareProcessNamespace - spec.securityContext.runAsUser - spec.securityContext.runAsGroup - spec.securityContext.supplementalGroups - spec.containers[*].securityContext.appArmorProfile - spec.containers[*].securityContext.seLinuxOptions - spec.containers[*].securityContext.seccompProfile - spec.containers[*].securityContext.capabilities - spec.containers[*].securityContext.readOnlyRootFilesystem - spec.containers[*].securityContext.privileged - spec.containers[*].securityContext.allowPrivilegeEscalation - spec.containers[*].securityContext.procMount - spec.containers[*].securityContext.runAsUser - spec.containers[*].securityContext.runAsGroup", "$ref": "#/definitions/v1.PodOS" }, "overhead": { @@ -1491,7 +1720,8 @@ "items": { "default": {}, "$ref": "#/definitions/v1.PodReadinessGate" - } + }, + "x-kubernetes-list-type": "atomic" }, "resourceClaims": { "description": "ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name.\n\nThis is an alpha field and requires enabling the DynamicResourceAllocation feature gate.\n\nThis field is immutable.", @@ -1520,7 +1750,7 @@ "type": "string" }, "schedulingGates": { - "description": "SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod.\n\nSchedulingGates can only be set at pod creation time, and be removed only afterwards.\n\nThis is a beta feature enabled by the PodSchedulingReadiness feature gate.", + "description": "SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod.\n\nSchedulingGates can only be set at pod creation time, and be removed only afterwards.", "type": "array", "items": { "default": {}, @@ -1538,7 +1768,7 @@ "$ref": "#/definitions/v1.PodSecurityContext" }, "serviceAccount": { - "description": "DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead.", + "description": "DeprecatedServiceAccount is a deprecated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead.", "type": "string" }, "serviceAccountName": { @@ -1546,7 +1776,7 @@ "type": "string" }, "setHostnameAsFQDN": { - "description": "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", + "description": "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", "type": "boolean" }, "shareProcessNamespace": { @@ -1568,7 +1798,8 @@ "items": { "default": {}, "$ref": "#/definitions/v1.Toleration" - } + }, + "x-kubernetes-list-type": "atomic" }, "topologySpreadConstraints": { "description": "TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed.", @@ -1592,6 +1823,10 @@ "default": {}, "$ref": "#/definitions/v1.Volume" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge,retainKeys" } @@ -1624,6 +1859,10 @@ "default": {}, "$ref": "#/definitions/v1.Container" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -1646,16 +1885,24 @@ "default": {}, "$ref": "#/definitions/v1.EphemeralContainer" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, "hostAliases": { - "description": "HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods.", + "description": "HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified.", "type": "array", "items": { "default": {}, "$ref": "#/definitions/v1.HostAlias" }, + "x-kubernetes-list-map-keys": [ + "ip" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "ip", "x-kubernetes-patch-strategy": "merge" }, @@ -1686,6 +1933,10 @@ "default": {}, "$ref": "#/definitions/v1.LocalObjectReference" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -1696,6 +1947,10 @@ "default": {}, "$ref": "#/definitions/v1.Container" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -1713,7 +1968,7 @@ "x-kubernetes-map-type": "atomic" }, "os": { - "description": "Specifies the OS of the containers in the pod. Some pod and container fields are restricted if this is set.\n\nIf the OS field is set to linux, the following fields must be unset: -securityContext.windowsOptions\n\nIf the OS field is set to windows, following fields must be unset: - spec.hostPID - spec.hostIPC - spec.hostUsers - spec.securityContext.seLinuxOptions - spec.securityContext.seccompProfile - spec.securityContext.fsGroup - spec.securityContext.fsGroupChangePolicy - spec.securityContext.sysctls - spec.shareProcessNamespace - spec.securityContext.runAsUser - spec.securityContext.runAsGroup - spec.securityContext.supplementalGroups - spec.containers[*].securityContext.seLinuxOptions - spec.containers[*].securityContext.seccompProfile - spec.containers[*].securityContext.capabilities - spec.containers[*].securityContext.readOnlyRootFilesystem - spec.containers[*].securityContext.privileged - spec.containers[*].securityContext.allowPrivilegeEscalation - spec.containers[*].securityContext.procMount - spec.containers[*].securityContext.runAsUser - spec.containers[*].securityContext.runAsGroup", + "description": "Specifies the OS of the containers in the pod. Some pod and container fields are restricted if this is set.\n\nIf the OS field is set to linux, the following fields must be unset: -securityContext.windowsOptions\n\nIf the OS field is set to windows, following fields must be unset: - spec.hostPID - spec.hostIPC - spec.hostUsers - spec.securityContext.appArmorProfile - spec.securityContext.seLinuxOptions - spec.securityContext.seccompProfile - spec.securityContext.fsGroup - spec.securityContext.fsGroupChangePolicy - spec.securityContext.sysctls - spec.shareProcessNamespace - spec.securityContext.runAsUser - spec.securityContext.runAsGroup - spec.securityContext.supplementalGroups - spec.containers[*].securityContext.appArmorProfile - spec.containers[*].securityContext.seLinuxOptions - spec.containers[*].securityContext.seccompProfile - spec.containers[*].securityContext.capabilities - spec.containers[*].securityContext.readOnlyRootFilesystem - spec.containers[*].securityContext.privileged - spec.containers[*].securityContext.allowPrivilegeEscalation - spec.containers[*].securityContext.procMount - spec.containers[*].securityContext.runAsUser - spec.containers[*].securityContext.runAsGroup", "$ref": "#/definitions/v1.PodOS" }, "overhead": { @@ -1742,7 +1997,8 @@ "items": { "default": {}, "$ref": "#/definitions/v1.PodReadinessGate" - } + }, + "x-kubernetes-list-type": "atomic" }, "resourceClaims": { "description": "ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name.\n\nThis is an alpha field and requires enabling the DynamicResourceAllocation feature gate.\n\nThis field is immutable.", @@ -1771,7 +2027,7 @@ "type": "string" }, "schedulingGates": { - "description": "SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod.\n\nSchedulingGates can only be set at pod creation time, and be removed only afterwards.\n\nThis is a beta feature enabled by the PodSchedulingReadiness feature gate.", + "description": "SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod.\n\nSchedulingGates can only be set at pod creation time, and be removed only afterwards.", "type": "array", "items": { "default": {}, @@ -1789,7 +2045,7 @@ "$ref": "#/definitions/v1.PodSecurityContext" }, "serviceAccount": { - "description": "DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead.", + "description": "DeprecatedServiceAccount is a deprecated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead.", "type": "string" }, "serviceAccountName": { @@ -1797,7 +2053,7 @@ "type": "string" }, "setHostnameAsFQDN": { - "description": "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", + "description": "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", "type": "boolean" }, "shareProcessNamespace": { @@ -1819,7 +2075,8 @@ "items": { "default": {}, "$ref": "#/definitions/v1.Toleration" - } + }, + "x-kubernetes-list-type": "atomic" }, "topologySpreadConstraints": { "description": "TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed.", @@ -1843,6 +2100,10 @@ "default": {}, "$ref": "#/definitions/v1.Volume" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge,retainKeys" } @@ -1885,7 +2146,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "command": { "description": "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", @@ -1893,7 +2155,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "config": { "description": "Inline custom parameter settings for explainer", @@ -1910,6 +2173,10 @@ "default": {}, "$ref": "#/definitions/v1.EnvVar" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -1919,7 +2186,8 @@ "items": { "default": {}, "$ref": "#/definitions/v1.EnvFromSource" - } + }, + "x-kubernetes-list-type": "atomic" }, "image": { "description": "Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets.", @@ -2026,6 +2294,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeDevice" }, + "x-kubernetes-list-map-keys": [ + "devicePath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge" }, @@ -2036,6 +2308,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeMount" }, + "x-kubernetes-list-map-keys": [ + "mountPath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge" }, @@ -2059,7 +2335,7 @@ "$ref": "#/definitions/v1.Affinity" }, "annotations": { - "description": "Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations", + "description": "Annotations that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/", "type": "object", "additionalProperties": { "type": "string", @@ -2175,7 +2451,7 @@ "x-kubernetes-patch-strategy": "merge" }, "labels": { - "description": "Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels", + "description": "Labels that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/", "type": "object", "additionalProperties": { "type": "string", @@ -2303,7 +2579,7 @@ "type": "string" }, "setHostnameAsFQDN": { - "description": "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", + "description": "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", "type": "boolean" }, "shareProcessNamespace": { @@ -2408,7 +2684,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "command": { "description": "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", @@ -2416,7 +2693,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "env": { "description": "List of environment variables to set in the container. Cannot be updated.", @@ -2425,6 +2703,10 @@ "default": {}, "$ref": "#/definitions/v1.EnvVar" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -2434,7 +2716,8 @@ "items": { "default": {}, "$ref": "#/definitions/v1.EnvFromSource" - } + }, + "x-kubernetes-list-type": "atomic" }, "image": { "description": "Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets.", @@ -2545,6 +2828,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeDevice" }, + "x-kubernetes-list-map-keys": [ + "devicePath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge" }, @@ -2555,6 +2842,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeMount" }, + "x-kubernetes-list-map-keys": [ + "mountPath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge" }, @@ -2732,7 +3023,7 @@ "ingressGateway": { "type": "string" }, - "ingressService": { + "knativeLocalGatewayService": { "type": "string" }, "localGateway": { @@ -2759,7 +3050,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "command": { "description": "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", @@ -2767,7 +3059,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "env": { "description": "List of environment variables to set in the container. Cannot be updated.", @@ -2776,6 +3069,10 @@ "default": {}, "$ref": "#/definitions/v1.EnvVar" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -2785,7 +3082,8 @@ "items": { "default": {}, "$ref": "#/definitions/v1.EnvFromSource" - } + }, + "x-kubernetes-list-type": "atomic" }, "image": { "description": "Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets.", @@ -2896,6 +3194,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeDevice" }, + "x-kubernetes-list-map-keys": [ + "devicePath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge" }, @@ -2906,6 +3208,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeMount" }, + "x-kubernetes-list-map-keys": [ + "mountPath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge" }, @@ -2915,10 +3221,42 @@ } } }, + "v1beta1.LocalModelConfig": { + "type": "object", + "required": [ + "enabled", + "jobNamespace" + ], + "properties": { + "defaultJobImage": { + "type": "string" + }, + "enabled": { + "type": "boolean", + "default": false + }, + "fsGroup": { + "type": "integer", + "format": "int64" + }, + "jobNamespace": { + "type": "string", + "default": "" + } + } + }, "v1beta1.LoggerSpec": { "description": "LoggerSpec specifies optional payload logging available for all components", "type": "object", "properties": { + "metadataHeaders": { + "description": "Matched metadata HTTP headers for propagating to inference logger cloud events.", + "type": "array", + "items": { + "type": "string", + "default": "" + } + }, "mode": { "description": "Specifies the scope of the loggers. \u003cbr /\u003e Valid values are: \u003cbr /\u003e - \"all\" (default): log both request and response; \u003cbr /\u003e - \"request\": log only request; \u003cbr /\u003e - \"response\": log only response \u003cbr /\u003e", "type": "string" @@ -2990,7 +3328,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "command": { "description": "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", @@ -2998,7 +3337,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "env": { "description": "List of environment variables to set in the container. Cannot be updated.", @@ -3007,6 +3347,10 @@ "default": {}, "$ref": "#/definitions/v1.EnvVar" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -3016,7 +3360,8 @@ "items": { "default": {}, "$ref": "#/definitions/v1.EnvFromSource" - } + }, + "x-kubernetes-list-type": "atomic" }, "image": { "description": "Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets.", @@ -3136,6 +3481,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeDevice" }, + "x-kubernetes-list-map-keys": [ + "devicePath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge" }, @@ -3146,6 +3495,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeMount" }, + "x-kubernetes-list-map-keys": [ + "mountPath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge" }, @@ -3190,7 +3543,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "command": { "description": "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", @@ -3198,7 +3552,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "env": { "description": "List of environment variables to set in the container. Cannot be updated.", @@ -3207,6 +3562,10 @@ "default": {}, "$ref": "#/definitions/v1.EnvVar" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -3216,7 +3575,8 @@ "items": { "default": {}, "$ref": "#/definitions/v1.EnvFromSource" - } + }, + "x-kubernetes-list-type": "atomic" }, "image": { "description": "Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets.", @@ -3327,6 +3687,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeDevice" }, + "x-kubernetes-list-map-keys": [ + "devicePath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge" }, @@ -3337,6 +3701,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeMount" }, + "x-kubernetes-list-map-keys": [ + "mountPath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge" }, @@ -3356,7 +3724,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "command": { "description": "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", @@ -3364,7 +3733,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "env": { "description": "List of environment variables to set in the container. Cannot be updated.", @@ -3373,6 +3743,10 @@ "default": {}, "$ref": "#/definitions/v1.EnvVar" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -3382,7 +3756,8 @@ "items": { "default": {}, "$ref": "#/definitions/v1.EnvFromSource" - } + }, + "x-kubernetes-list-type": "atomic" }, "image": { "description": "Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets.", @@ -3493,6 +3868,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeDevice" }, + "x-kubernetes-list-map-keys": [ + "devicePath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge" }, @@ -3503,6 +3882,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeMount" }, + "x-kubernetes-list-map-keys": [ + "mountPath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge" }, @@ -3521,7 +3904,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "command": { "description": "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", @@ -3529,7 +3913,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "env": { "description": "List of environment variables to set in the container. Cannot be updated.", @@ -3538,6 +3923,10 @@ "default": {}, "$ref": "#/definitions/v1.EnvVar" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -3547,7 +3936,8 @@ "items": { "default": {}, "$ref": "#/definitions/v1.EnvFromSource" - } + }, + "x-kubernetes-list-type": "atomic" }, "image": { "description": "Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets.", @@ -3658,6 +4048,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeDevice" }, + "x-kubernetes-list-map-keys": [ + "devicePath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge" }, @@ -3668,6 +4062,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeMount" }, + "x-kubernetes-list-map-keys": [ + "mountPath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge" }, @@ -3874,7 +4272,7 @@ "type": "string" }, "setHostnameAsFQDN": { - "description": "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", + "description": "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", "type": "boolean" }, "shareProcessNamespace": { @@ -3935,7 +4333,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "command": { "description": "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", @@ -3943,7 +4342,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "env": { "description": "List of environment variables to set in the container. Cannot be updated.", @@ -3952,6 +4352,10 @@ "default": {}, "$ref": "#/definitions/v1.EnvVar" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -3961,7 +4365,8 @@ "items": { "default": {}, "$ref": "#/definitions/v1.EnvFromSource" - } + }, + "x-kubernetes-list-type": "atomic" }, "image": { "description": "Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets.", @@ -4072,6 +4477,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeDevice" }, + "x-kubernetes-list-map-keys": [ + "devicePath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge" }, @@ -4082,6 +4491,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeMount" }, + "x-kubernetes-list-map-keys": [ + "mountPath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge" }, @@ -4105,7 +4518,7 @@ "$ref": "#/definitions/v1.Affinity" }, "annotations": { - "description": "Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations", + "description": "Annotations that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/", "type": "object", "additionalProperties": { "type": "string", @@ -4221,7 +4634,7 @@ "x-kubernetes-patch-strategy": "merge" }, "labels": { - "description": "Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels", + "description": "Labels that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/", "type": "object", "additionalProperties": { "type": "string", @@ -4373,7 +4786,7 @@ "type": "string" }, "setHostnameAsFQDN": { - "description": "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", + "description": "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", "type": "boolean" }, "shareProcessNamespace": { @@ -4439,6 +4852,10 @@ "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge,retainKeys" }, + "workerSpec": { + "description": "WorkerSpec for enabling multi-node/multi-gpu", + "$ref": "#/definitions/v1beta1.WorkerSpec" + }, "xgboost": { "description": "Spec for XGBoost model server", "$ref": "#/definitions/v1beta1.XGBoostSpec" @@ -4455,7 +4872,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "command": { "description": "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", @@ -4463,7 +4881,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "env": { "description": "List of environment variables to set in the container. Cannot be updated.", @@ -4472,6 +4891,10 @@ "default": {}, "$ref": "#/definitions/v1.EnvVar" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -4481,7 +4904,8 @@ "items": { "default": {}, "$ref": "#/definitions/v1.EnvFromSource" - } + }, + "x-kubernetes-list-type": "atomic" }, "image": { "description": "Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets.", @@ -4592,6 +5016,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeDevice" }, + "x-kubernetes-list-map-keys": [ + "devicePath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge" }, @@ -4602,6 +5030,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeMount" }, + "x-kubernetes-list-map-keys": [ + "mountPath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge" }, @@ -4611,6 +5043,18 @@ } } }, + "v1beta1.SecurityConfig": { + "type": "object", + "required": [ + "autoMountServiceAccountToken" + ], + "properties": { + "autoMountServiceAccountToken": { + "type": "boolean", + "default": false + } + } + }, "v1beta1.StorageSpec": { "type": "object", "properties": { @@ -4646,7 +5090,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "command": { "description": "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", @@ -4654,7 +5099,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "env": { "description": "List of environment variables to set in the container. Cannot be updated.", @@ -4663,6 +5109,10 @@ "default": {}, "$ref": "#/definitions/v1.EnvVar" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -4672,7 +5122,8 @@ "items": { "default": {}, "$ref": "#/definitions/v1.EnvFromSource" - } + }, + "x-kubernetes-list-type": "atomic" }, "image": { "description": "Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets.", @@ -4783,6 +5234,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeDevice" }, + "x-kubernetes-list-map-keys": [ + "devicePath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge" }, @@ -4793,6 +5248,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeMount" }, + "x-kubernetes-list-map-keys": [ + "mountPath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge" }, @@ -4812,7 +5271,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "command": { "description": "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", @@ -4820,7 +5280,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "env": { "description": "List of environment variables to set in the container. Cannot be updated.", @@ -4829,6 +5290,10 @@ "default": {}, "$ref": "#/definitions/v1.EnvVar" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -4838,7 +5303,8 @@ "items": { "default": {}, "$ref": "#/definitions/v1.EnvFromSource" - } + }, + "x-kubernetes-list-type": "atomic" }, "image": { "description": "Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets.", @@ -4949,6 +5415,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeDevice" }, + "x-kubernetes-list-map-keys": [ + "devicePath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge" }, @@ -4959,6 +5429,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeMount" }, + "x-kubernetes-list-map-keys": [ + "mountPath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge" }, @@ -4982,7 +5456,7 @@ "$ref": "#/definitions/v1.Affinity" }, "annotations": { - "description": "Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations", + "description": "Annotations that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/", "type": "object", "additionalProperties": { "type": "string", @@ -5094,7 +5568,7 @@ "x-kubernetes-patch-strategy": "merge" }, "labels": { - "description": "Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels", + "description": "Labels that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/", "type": "object", "additionalProperties": { "type": "string", @@ -5222,7 +5696,7 @@ "type": "string" }, "setHostnameAsFQDN": { - "description": "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", + "description": "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", "type": "boolean" }, "shareProcessNamespace": { @@ -5288,7 +5762,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "command": { "description": "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", @@ -5296,7 +5771,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "env": { "description": "List of environment variables to set in the container. Cannot be updated.", @@ -5305,6 +5781,10 @@ "default": {}, "$ref": "#/definitions/v1.EnvVar" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -5314,7 +5794,8 @@ "items": { "default": {}, "$ref": "#/definitions/v1.EnvFromSource" - } + }, + "x-kubernetes-list-type": "atomic" }, "image": { "description": "Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets.", @@ -5425,6 +5906,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeDevice" }, + "x-kubernetes-list-map-keys": [ + "devicePath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge" }, @@ -5435,6 +5920,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeMount" }, + "x-kubernetes-list-map-keys": [ + "mountPath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge" }, @@ -5444,17 +5933,270 @@ } } }, - "v1beta1.XGBoostSpec": { - "description": "XGBoostSpec defines arguments for configuring XGBoost model serving.", + "v1beta1.WorkerSpec": { "type": "object", "properties": { - "args": { - "description": "Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", - "type": "array", - "items": { - "type": "string", - "default": "" - } + "activeDeadlineSeconds": { + "description": "Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer.", + "type": "integer", + "format": "int64" + }, + "affinity": { + "description": "If specified, the pod's scheduling constraints", + "$ref": "#/definitions/v1.Affinity" + }, + "automountServiceAccountToken": { + "description": "AutomountServiceAccountToken indicates whether a service account token should be automatically mounted.", + "type": "boolean" + }, + "containers": { + "description": "List of containers belonging to the pod. Containers cannot currently be added or removed. There must be at least one container in a Pod. Cannot be updated.", + "type": "array", + "items": { + "default": {}, + "$ref": "#/definitions/v1.Container" + }, + "x-kubernetes-patch-merge-key": "name", + "x-kubernetes-patch-strategy": "merge" + }, + "dnsConfig": { + "description": "Specifies the DNS parameters of a pod. Parameters specified here will be merged to the generated DNS configuration based on DNSPolicy.", + "$ref": "#/definitions/v1.PodDNSConfig" + }, + "dnsPolicy": { + "description": "Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'.", + "type": "string" + }, + "enableServiceLinks": { + "description": "EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true.", + "type": "boolean" + }, + "ephemeralContainers": { + "description": "List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate.", + "type": "array", + "items": { + "default": {}, + "$ref": "#/definitions/v1.EphemeralContainer" + }, + "x-kubernetes-patch-merge-key": "name", + "x-kubernetes-patch-strategy": "merge" + }, + "hostAliases": { + "description": "HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods.", + "type": "array", + "items": { + "default": {}, + "$ref": "#/definitions/v1.HostAlias" + }, + "x-kubernetes-patch-merge-key": "ip", + "x-kubernetes-patch-strategy": "merge" + }, + "hostIPC": { + "description": "Use the host's ipc namespace. Optional: Default to false.", + "type": "boolean" + }, + "hostNetwork": { + "description": "Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false.", + "type": "boolean" + }, + "hostPID": { + "description": "Use the host's pid namespace. Optional: Default to false.", + "type": "boolean" + }, + "hostUsers": { + "description": "Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature.", + "type": "boolean" + }, + "hostname": { + "description": "Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value.", + "type": "string" + }, + "imagePullSecrets": { + "description": "ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod", + "type": "array", + "items": { + "default": {}, + "$ref": "#/definitions/v1.LocalObjectReference" + }, + "x-kubernetes-patch-merge-key": "name", + "x-kubernetes-patch-strategy": "merge" + }, + "initContainers": { + "description": "List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/", + "type": "array", + "items": { + "default": {}, + "$ref": "#/definitions/v1.Container" + }, + "x-kubernetes-patch-merge-key": "name", + "x-kubernetes-patch-strategy": "merge" + }, + "nodeName": { + "description": "NodeName is a request to schedule this pod onto a specific node. If it is non-empty, the scheduler simply schedules this pod onto that node, assuming that it fits resource requirements.", + "type": "string" + }, + "nodeSelector": { + "description": "NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/", + "type": "object", + "additionalProperties": { + "type": "string", + "default": "" + }, + "x-kubernetes-map-type": "atomic" + }, + "os": { + "description": "Specifies the OS of the containers in the pod. Some pod and container fields are restricted if this is set.\n\nIf the OS field is set to linux, the following fields must be unset: -securityContext.windowsOptions\n\nIf the OS field is set to windows, following fields must be unset: - spec.hostPID - spec.hostIPC - spec.securityContext.seLinuxOptions - spec.securityContext.seccompProfile - spec.securityContext.fsGroup - spec.securityContext.fsGroupChangePolicy - spec.securityContext.sysctls - spec.shareProcessNamespace - spec.securityContext.runAsUser - spec.securityContext.runAsGroup - spec.securityContext.supplementalGroups - spec.containers[*].securityContext.seLinuxOptions - spec.containers[*].securityContext.seccompProfile - spec.containers[*].securityContext.capabilities - spec.containers[*].securityContext.readOnlyRootFilesystem - spec.containers[*].securityContext.privileged - spec.containers[*].securityContext.allowPrivilegeEscalation - spec.containers[*].securityContext.procMount - spec.containers[*].securityContext.runAsUser - spec.containers[*].securityContext.runAsGroup This is an alpha field and requires the IdentifyPodOS feature", + "$ref": "#/definitions/v1.PodOS" + }, + "overhead": { + "description": "Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature.", + "type": "object", + "additionalProperties": { + "$ref": "#/definitions/resource.Quantity" + } + }, + "preemptionPolicy": { + "description": "PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate.", + "type": "string" + }, + "priority": { + "description": "The priority value. Various system components use this field to find the priority of the pod. When Priority Admission Controller is enabled, it prevents users from setting this field. The admission controller populates this field from PriorityClassName. The higher the value, the higher the priority.", + "type": "integer", + "format": "int32" + }, + "priorityClassName": { + "description": "If specified, indicates the pod's priority. \"system-node-critical\" and \"system-cluster-critical\" are two special keywords which indicate the highest priorities with the former being the highest priority. Any other name must be defined by creating a PriorityClass object with that name. If not specified, the pod priority will be default or zero if there is no default.", + "type": "string" + }, + "readinessGates": { + "description": "If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates", + "type": "array", + "items": { + "default": {}, + "$ref": "#/definitions/v1.PodReadinessGate" + } + }, + "resourceClaims": { + "description": "ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name.\n\nThis is an alpha field and requires enabling the DynamicResourceAllocation feature gate.\n\nThis field is immutable.", + "type": "array", + "items": { + "default": {}, + "$ref": "#/definitions/v1.PodResourceClaim" + }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", + "x-kubernetes-patch-merge-key": "name", + "x-kubernetes-patch-strategy": "merge,retainKeys" + }, + "restartPolicy": { + "description": "Restart policy for all containers within the pod. One of Always, OnFailure, Never. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy", + "type": "string" + }, + "runtimeClassName": { + "description": "RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14.", + "type": "string" + }, + "schedulerName": { + "description": "If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler.", + "type": "string" + }, + "schedulingGates": { + "description": "SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod.\n\nSchedulingGates can only be set at pod creation time, and be removed only afterwards.\n\nThis is a beta feature enabled by the PodSchedulingReadiness feature gate.", + "type": "array", + "items": { + "default": {}, + "$ref": "#/definitions/v1.PodSchedulingGate" + }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", + "x-kubernetes-patch-merge-key": "name", + "x-kubernetes-patch-strategy": "merge" + }, + "securityContext": { + "description": "SecurityContext holds pod-level security attributes and common container settings. Optional: Defaults to empty. See type description for default values of each field.", + "$ref": "#/definitions/v1.PodSecurityContext" + }, + "serviceAccount": { + "description": "DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead.", + "type": "string" + }, + "serviceAccountName": { + "description": "ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/", + "type": "string" + }, + "setHostnameAsFQDN": { + "description": "If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false.", + "type": "boolean" + }, + "shareProcessNamespace": { + "description": "Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false.", + "type": "boolean" + }, + "size": { + "description": "Configure the number of replicas in the worker set, each worker set represents the unit of scaling", + "type": "integer", + "format": "int32" + }, + "subdomain": { + "description": "If specified, the fully qualified Pod hostname will be \"\u003chostname\u003e.\u003csubdomain\u003e.\u003cpod namespace\u003e.svc.\u003ccluster domain\u003e\". If not specified, the pod will not have a domainname at all.", + "type": "string" + }, + "terminationGracePeriodSeconds": { + "description": "Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds.", + "type": "integer", + "format": "int64" + }, + "tolerations": { + "description": "If specified, the pod's tolerations.", + "type": "array", + "items": { + "default": {}, + "$ref": "#/definitions/v1.Toleration" + } + }, + "topologySpreadConstraints": { + "description": "TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed.", + "type": "array", + "items": { + "default": {}, + "$ref": "#/definitions/v1.TopologySpreadConstraint" + }, + "x-kubernetes-list-map-keys": [ + "topologyKey", + "whenUnsatisfiable" + ], + "x-kubernetes-list-type": "map", + "x-kubernetes-patch-merge-key": "topologyKey", + "x-kubernetes-patch-strategy": "merge" + }, + "volumes": { + "description": "List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes", + "type": "array", + "items": { + "default": {}, + "$ref": "#/definitions/v1.Volume" + }, + "x-kubernetes-patch-merge-key": "name", + "x-kubernetes-patch-strategy": "merge,retainKeys" + } + } + }, + "v1beta1.XGBoostSpec": { + "description": "XGBoostSpec defines arguments for configuring XGBoost model serving.", + "type": "object", + "properties": { + "args": { + "description": "Arguments to the entrypoint. The container image's CMD is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", + "type": "array", + "items": { + "type": "string", + "default": "" + }, + "x-kubernetes-list-type": "atomic" }, "command": { "description": "Entrypoint array. Not executed within a shell. The container image's ENTRYPOINT is used if this is not provided. Variable references $(VAR_NAME) are expanded using the container's environment. If a variable cannot be resolved, the reference in the input string will be unchanged. Double $$ are reduced to a single $, which allows for escaping the $(VAR_NAME) syntax: i.e. \"$$(VAR_NAME)\" will produce the string literal \"$(VAR_NAME)\". Escaped references will never be expanded, regardless of whether the variable exists or not. Cannot be updated. More info: https://kubernetes.io/docs/tasks/inject-data-application/define-command-argument-container/#running-a-command-in-a-shell", @@ -5462,7 +6204,8 @@ "items": { "type": "string", "default": "" - } + }, + "x-kubernetes-list-type": "atomic" }, "env": { "description": "List of environment variables to set in the container. Cannot be updated.", @@ -5471,6 +6214,10 @@ "default": {}, "$ref": "#/definitions/v1.EnvVar" }, + "x-kubernetes-list-map-keys": [ + "name" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "name", "x-kubernetes-patch-strategy": "merge" }, @@ -5480,7 +6227,8 @@ "items": { "default": {}, "$ref": "#/definitions/v1.EnvFromSource" - } + }, + "x-kubernetes-list-type": "atomic" }, "image": { "description": "Container image name. More info: https://kubernetes.io/docs/concepts/containers/images This field is optional to allow higher level config management to default or override container images in workload controllers like Deployments and StatefulSets.", @@ -5591,6 +6339,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeDevice" }, + "x-kubernetes-list-map-keys": [ + "devicePath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "devicePath", "x-kubernetes-patch-strategy": "merge" }, @@ -5601,6 +6353,10 @@ "default": {}, "$ref": "#/definitions/v1.VolumeMount" }, + "x-kubernetes-list-map-keys": [ + "mountPath" + ], + "x-kubernetes-list-type": "map", "x-kubernetes-patch-merge-key": "mountPath", "x-kubernetes-patch-strategy": "merge" }, diff --git a/pkg/testing/envtest_setup.go b/pkg/testing/envtest_setup.go index d24e07676f8..ea77d3af18c 100644 --- a/pkg/testing/envtest_setup.go +++ b/pkg/testing/envtest_setup.go @@ -18,7 +18,6 @@ package testing import ( "context" - "path/filepath" "sync" "google.golang.org/protobuf/proto" @@ -35,16 +34,12 @@ import ( var log = logf.Log.WithName("TestingEnvSetup") -func SetupEnvTest() *envtest.Environment { +func SetupEnvTest(crdDirectoryPaths []string) *envtest.Environment { t := &envtest.Environment{ + ErrorIfCRDPathMissing: true, // The relative paths must be provided for each level of test nesting // This code should be illegal - CRDDirectoryPaths: []string{ - filepath.Join("..", "..", "..", "..", "..", "..", "config", "crd", "serving.kserve.io_trainedmodels.yaml"), - filepath.Join("..", "..", "..", "..", "..", "..", "test", "crds"), - filepath.Join("..", "..", "..", "..", "config", "crd", "serving.kserve.io_trainedmodels.yaml"), - filepath.Join("..", "..", "..", "..", "test", "crds"), - }, + CRDDirectoryPaths: crdDirectoryPaths, UseExistingCluster: proto.Bool(false), } diff --git a/pkg/webhook/admission/pod/agent_injector.go b/pkg/webhook/admission/pod/agent_injector.go index 4fdc4dc80e8..887c9f6b39c 100644 --- a/pkg/webhook/admission/pod/agent_injector.go +++ b/pkg/webhook/admission/pod/agent_injector.go @@ -19,6 +19,7 @@ package pod import ( "encoding/json" "fmt" + "strconv" "strings" "k8s.io/apimachinery/pkg/util/intstr" @@ -39,6 +40,9 @@ const ( LoggerArgumentNamespace = "--namespace" LoggerArgumentEndpoint = "--endpoint" LoggerArgumentComponent = "--component" + LoggerArgumentCaCertFile = "--logger-ca-cert-file" + LoggerArgumentTlsSkipVerify = "--logger-tls-skip-verify" + LoggerArgumentMetadataHeaders = "--metadata-headers" ) type AgentConfig struct { @@ -56,6 +60,9 @@ type LoggerConfig struct { MemoryRequest string `json:"memoryRequest"` MemoryLimit string `json:"memoryLimit"` DefaultUrl string `json:"defaultUrl"` + CaBundle string `json:"caBundle"` + CaCertFile string `json:"caCertFile"` + TlsSkipVerify bool `json:"tlsSkipVerify"` } type AgentInjector struct { @@ -111,7 +118,6 @@ func getLoggerConfigs(configMap *v1.ConfigMap) (*LoggerConfig, error) { return loggerConfig, fmt.Errorf("Failed to parse resource configuration for %q: %q", LoggerConfigMapKeyName, err.Error()) } } - return loggerConfig, nil } @@ -195,7 +201,19 @@ func (ag *AgentInjector) InjectAgent(pod *v1.Pod) error { LoggerArgumentComponent, component, } + logHeaderMetadata, ok := pod.ObjectMeta.Annotations[constants.LoggerMetadataHeadersInternalAnnotationKey] + if ok { + loggerArgs = append(loggerArgs, LoggerArgumentMetadataHeaders) + loggerArgs = append(loggerArgs, logHeaderMetadata) + } args = append(args, loggerArgs...) + + // Add TLS cert name if specified. If not specified it will fall back to the arg's default. + if ag.loggerConfig.CaCertFile != "" { + args = append(args, LoggerArgumentCaCertFile, ag.loggerConfig.CaCertFile) + } + // Whether to skip TLS verification. If not present in the ConfigMap, this will default to `false` + args = append(args, LoggerArgumentTlsSkipVerify, strconv.FormatBool(ag.loggerConfig.TlsSkipVerify)) } var queueProxyEnvs []v1.EnvVar @@ -277,6 +295,31 @@ func (ag *AgentInjector) InjectAgent(pod *v1.Pod) error { }, } + // If the Logger TLS bundle ConfigMap is specified, mount it + if injectLogger && ag.loggerConfig.CaBundle != "" { + // Optional. If the ConfigMap is not found, this will not make the Pod fail + optionalVolume := true + configMapVolume := v1.VolumeSource{ + ConfigMap: &v1.ConfigMapVolumeSource{ + LocalObjectReference: v1.LocalObjectReference{ + Name: ag.loggerConfig.CaBundle, + }, + Optional: &optionalVolume, + }, + } + + pod.Spec.Volumes = append(pod.Spec.Volumes, v1.Volume{ + Name: constants.LoggerCaBundleVolume, + VolumeSource: configMapVolume, + }) + + agentContainer.VolumeMounts = append(agentContainer.VolumeMounts, v1.VolumeMount{ + Name: constants.LoggerCaBundleVolume, + MountPath: constants.LoggerCaCertMountPath, + ReadOnly: true, + }) + } + // Inject credentials if err := ag.credentialBuilder.CreateSecretVolumeAndEnv( pod.Namespace, diff --git a/pkg/webhook/admission/pod/agent_injector_test.go b/pkg/webhook/admission/pod/agent_injector_test.go index 83fd529a87e..a9bd609327c 100644 --- a/pkg/webhook/admission/pod/agent_injector_test.go +++ b/pkg/webhook/admission/pod/agent_injector_test.go @@ -17,9 +17,12 @@ limitations under the License. package pod import ( - fakeclientset "k8s.io/client-go/kubernetes/fake" + "k8s.io/utils/ptr" + "strconv" "testing" + fakeclientset "k8s.io/client-go/kubernetes/fake" + "github.com/kserve/kserve/pkg/apis/serving/v1beta1" "github.com/kserve/kserve/pkg/credentials" "github.com/onsi/gomega" @@ -54,6 +57,13 @@ var ( Image: "gcr.io/kfserving/agent:latest", DefaultUrl: "http://httpbin.org/", } + loggerTLSConfig = &LoggerConfig{ + Image: "gcr.io/kfserving/agent:latest", + DefaultUrl: "https://httpbin.org/", + CaBundle: "kserve-tls-bundle", + CaCertFile: "ca.crt", + TlsSkipVerify: true, + } batcherTestConfig = &BatcherConfig{ Image: "gcr.io/kfserving/batcher:latest", } @@ -320,6 +330,136 @@ func TestAgentInjector(t *testing.T) { "default", LoggerArgumentComponent, "predictor", + LoggerArgumentTlsSkipVerify, + "false", + }, + Ports: []v1.ContainerPort{ + { + Name: "agent-port", + ContainerPort: constants.InferenceServiceDefaultAgentPort, + Protocol: "TCP", + }, + }, + Env: []v1.EnvVar{{Name: "SERVING_READINESS_PROBE", Value: "{\"tcpSocket\":{\"port\":8080},\"timeoutSeconds\":1,\"periodSeconds\":10,\"successThreshold\":1,\"failureThreshold\":3}"}}, + Resources: agentResourceRequirement, + ReadinessProbe: &v1.Probe{ + ProbeHandler: v1.ProbeHandler{ + HTTPGet: &v1.HTTPGetAction{ + HTTPHeaders: []v1.HTTPHeader{ + { + Name: "K-Network-Probe", + Value: "queue", + }, + }, + Port: intstr.FromInt(9081), + Path: "/", + Scheme: "HTTP", + }, + }, + }, + }, + }, + }, + }, + }, + "AddLoggerWithMetadata": { + original: &v1.Pod{ + ObjectMeta: metav1.ObjectMeta{ + Name: "deployment", + Namespace: "default", + Annotations: map[string]string{ + constants.LoggerInternalAnnotationKey: "true", + constants.LoggerSinkUrlInternalAnnotationKey: "http://httpbin.org/", + constants.LoggerModeInternalAnnotationKey: string(v1beta1.LogAll), + constants.LoggerMetadataHeadersInternalAnnotationKey: "Foo,Bar", + }, + Labels: map[string]string{ + "serving.kserve.io/inferenceservice": "sklearn", + constants.KServiceModelLabel: "sklearn", + constants.KServiceEndpointLabel: "default", + constants.KServiceComponentLabel: "predictor", + }, + }, + Spec: v1.PodSpec{ + Containers: []v1.Container{ + { + Name: "sklearn", + ReadinessProbe: &v1.Probe{ + ProbeHandler: v1.ProbeHandler{ + TCPSocket: &v1.TCPSocketAction{ + Port: intstr.IntOrString{ + IntVal: 8080, + }, + }, + }, + InitialDelaySeconds: 0, + TimeoutSeconds: 1, + PeriodSeconds: 10, + SuccessThreshold: 1, + FailureThreshold: 3, + }, + }, + { + Name: "queue-proxy", + Env: []v1.EnvVar{{Name: "SERVING_READINESS_PROBE", Value: "{\"tcpSocket\":{\"port\":8080},\"timeoutSeconds\":1,\"periodSeconds\":10,\"successThreshold\":1,\"failureThreshold\":3}"}}, + }, + }, + }, + }, + expected: &v1.Pod{ + ObjectMeta: metav1.ObjectMeta{ + Name: "deployment", + Annotations: map[string]string{ + constants.LoggerInternalAnnotationKey: "true", + constants.LoggerSinkUrlInternalAnnotationKey: "http://httpbin.org/", + constants.LoggerModeInternalAnnotationKey: string(v1beta1.LogAll), + }, + }, + Spec: v1.PodSpec{ + Containers: []v1.Container{ + { + Name: "sklearn", + ReadinessProbe: &v1.Probe{ + ProbeHandler: v1.ProbeHandler{ + TCPSocket: &v1.TCPSocketAction{ + Port: intstr.IntOrString{ + IntVal: 8080, + }, + }, + }, + InitialDelaySeconds: 0, + TimeoutSeconds: 1, + PeriodSeconds: 10, + SuccessThreshold: 1, + FailureThreshold: 3, + }, + }, + { + Name: "queue-proxy", + Env: []v1.EnvVar{{Name: "SERVING_READINESS_PROBE", Value: "{\"tcpSocket\":{\"port\":8080},\"timeoutSeconds\":1,\"periodSeconds\":10,\"successThreshold\":1,\"failureThreshold\":3}"}}, + }, + { + Name: constants.AgentContainerName, + Image: loggerConfig.Image, + Args: []string{ + LoggerArgumentLogUrl, + "http://httpbin.org/", + LoggerArgumentSourceUri, + "deployment", + LoggerArgumentMode, + "all", + LoggerArgumentInferenceService, + "sklearn", + LoggerArgumentNamespace, + "default", + LoggerArgumentEndpoint, + "default", + LoggerArgumentComponent, + "predictor", + LoggerArgumentMetadataHeaders, + "Foo,Bar", + LoggerArgumentTlsSkipVerify, + "false", }, Ports: []v1.ContainerPort{ { @@ -790,6 +930,8 @@ func TestAgentInjector(t *testing.T) { "default", LoggerArgumentComponent, "predictor", + LoggerArgumentTlsSkipVerify, + "false", "--component-port", constants.InferenceServiceDefaultHttpPort, }, @@ -919,6 +1061,8 @@ func TestAgentInjector(t *testing.T) { "default", LoggerArgumentComponent, "predictor", + LoggerArgumentTlsSkipVerify, + "false", "--component-port", constants.InferenceServiceDefaultHttpPort, }, @@ -1101,6 +1245,158 @@ func TestAgentInjector(t *testing.T) { }, }, } + scenariosTls := map[string]struct { + original *v1.Pod + expected *v1.Pod + }{ + "AddLogger": { + original: &v1.Pod{ + ObjectMeta: metav1.ObjectMeta{ + Name: "deployment", + Namespace: "default", + Annotations: map[string]string{ + constants.LoggerInternalAnnotationKey: "true", + constants.LoggerSinkUrlInternalAnnotationKey: "https://httpbin.org/", + constants.LoggerModeInternalAnnotationKey: string(v1beta1.LogAll), + }, + Labels: map[string]string{ + "serving.kserve.io/inferenceservice": "sklearn", + constants.KServiceModelLabel: "sklearn", + constants.KServiceEndpointLabel: "default", + constants.KServiceComponentLabel: "predictor", + }, + }, + Spec: v1.PodSpec{ + Containers: []v1.Container{ + { + Name: "sklearn", + ReadinessProbe: &v1.Probe{ + ProbeHandler: v1.ProbeHandler{ + TCPSocket: &v1.TCPSocketAction{ + Port: intstr.IntOrString{ + IntVal: 8080, + }, + }, + }, + InitialDelaySeconds: 0, + TimeoutSeconds: 1, + PeriodSeconds: 10, + SuccessThreshold: 1, + FailureThreshold: 3, + }, + }, + { + Name: "queue-proxy", + Env: []v1.EnvVar{{Name: "SERVING_READINESS_PROBE", Value: "{\"tcpSocket\":{\"port\":8080},\"timeoutSeconds\":1,\"periodSeconds\":10,\"successThreshold\":1,\"failureThreshold\":3}"}}, + }, + }, + }, + }, + expected: &v1.Pod{ + ObjectMeta: metav1.ObjectMeta{ + Name: "deployment", + Annotations: map[string]string{ + constants.LoggerInternalAnnotationKey: "true", + constants.LoggerSinkUrlInternalAnnotationKey: "https://httpbin.org/", + constants.LoggerModeInternalAnnotationKey: string(v1beta1.LogAll), + }, + }, + Spec: v1.PodSpec{ + Containers: []v1.Container{ + { + Name: "sklearn", + ReadinessProbe: &v1.Probe{ + ProbeHandler: v1.ProbeHandler{ + TCPSocket: &v1.TCPSocketAction{ + Port: intstr.IntOrString{ + IntVal: 8080, + }, + }, + }, + InitialDelaySeconds: 0, + TimeoutSeconds: 1, + PeriodSeconds: 10, + SuccessThreshold: 1, + FailureThreshold: 3, + }, + }, + { + Name: "queue-proxy", + Env: []v1.EnvVar{{Name: "SERVING_READINESS_PROBE", Value: "{\"tcpSocket\":{\"port\":8080},\"timeoutSeconds\":1,\"periodSeconds\":10,\"successThreshold\":1,\"failureThreshold\":3}"}}, + }, + { + Name: constants.AgentContainerName, + Image: loggerConfig.Image, + Args: []string{ + LoggerArgumentLogUrl, + "https://httpbin.org/", + LoggerArgumentSourceUri, + "deployment", + LoggerArgumentMode, + "all", + LoggerArgumentInferenceService, + "sklearn", + LoggerArgumentNamespace, + "default", + LoggerArgumentEndpoint, + "default", + LoggerArgumentComponent, + "predictor", + LoggerArgumentCaCertFile, + loggerTLSConfig.CaCertFile, + LoggerArgumentTlsSkipVerify, + strconv.FormatBool(loggerTLSConfig.TlsSkipVerify), + }, + Ports: []v1.ContainerPort{ + { + Name: "agent-port", + ContainerPort: constants.InferenceServiceDefaultAgentPort, + Protocol: "TCP", + }, + }, + Env: []v1.EnvVar{{Name: "SERVING_READINESS_PROBE", Value: "{\"tcpSocket\":{\"port\":8080},\"timeoutSeconds\":1,\"periodSeconds\":10,\"successThreshold\":1,\"failureThreshold\":3}"}}, + Resources: agentResourceRequirement, + ReadinessProbe: &v1.Probe{ + ProbeHandler: v1.ProbeHandler{ + HTTPGet: &v1.HTTPGetAction{ + HTTPHeaders: []v1.HTTPHeader{ + { + Name: "K-Network-Probe", + Value: "queue", + }, + }, + Port: intstr.FromInt(9081), + Path: "/", + Scheme: "HTTP", + }, + }, + }, + VolumeMounts: []v1.VolumeMount{ + { + Name: constants.LoggerCaBundleVolume, + ReadOnly: true, + MountPath: constants.LoggerCaCertMountPath, + }, + }, + }, + }, + Volumes: []v1.Volume{ + { + Name: constants.LoggerCaBundleVolume, + VolumeSource: v1.VolumeSource{ + ConfigMap: &v1.ConfigMapVolumeSource{ + LocalObjectReference: v1.LocalObjectReference{ + Name: loggerTLSConfig.CaBundle, + }, + Optional: ptr.To(true), + }, + }, + }, + }, + }, + }, + }, + } clientset := fakeclientset.NewSimpleClientset() credentialBuilder := credentials.NewCredentialBuilder(c, clientset, &v1.ConfigMap{ Data: map[string]string{}, @@ -1118,6 +1414,32 @@ func TestAgentInjector(t *testing.T) { t.Errorf("Test %q unexpected result (-want +got): %v", name, diff) } } + // Run TLS logger config with non-TLS scenarios + for name, scenario := range scenarios { + injector := &AgentInjector{ + credentialBuilder, + agentConfig, + loggerTLSConfig, + batcherTestConfig, + } + injector.InjectAgent(scenario.original) + if diff, _ := kmp.SafeDiff(scenario.expected.Spec, scenario.original.Spec); diff != "" { + t.Errorf("Test %q unexpected result (-want +got): %v", name, diff) + } + } + // Run TLS logger config with TLS scenarios + for name, scenario := range scenariosTls { + injector := &AgentInjector{ + credentialBuilder, + agentConfig, + loggerTLSConfig, + batcherTestConfig, + } + injector.InjectAgent(scenario.original) + if diff, _ := kmp.SafeDiff(scenario.expected.Spec, scenario.original.Spec); diff != "" { + t.Errorf("Test %q unexpected result (-want +got): %v", name, diff) + } + } } func TestGetLoggerConfigs(t *testing.T) { diff --git a/pkg/webhook/admission/pod/storage_initializer_injector.go b/pkg/webhook/admission/pod/storage_initializer_injector.go index 176ff03b045..82c2a8bc177 100644 --- a/pkg/webhook/admission/pod/storage_initializer_injector.go +++ b/pkg/webhook/admission/pod/storage_initializer_injector.go @@ -48,6 +48,7 @@ const ( PvcSourceMountPath = "/mnt/pvc" CaBundleVolumeName = "cabundle-cert" ModelcarContainerName = "modelcar" + ModelcarInitContainerName = "modelcar-init" ModelInitModeEnv = "MODEL_INIT_MODE" CpuModelcarDefault = "10m" MemoryModelcarDefault = "15Mi" @@ -107,6 +108,9 @@ func GetContainerSpecForStorageUri(storageUri string, client client.Client) (*v1 if sc.IsDisabled() { continue } + if sc.Spec.WorkloadType != v1alpha1.InitContainer { + continue + } supported, err := sc.Spec.IsStorageUriSupported(storageUri) if err != nil { return nil, fmt.Errorf("error checking storage container %s: %w", sc.Name, err) @@ -172,6 +176,11 @@ func (mi *StorageInitializerInjector) InjectModelcar(pod *v1.Pod) error { if getContainerWithName(pod, ModelcarContainerName) == nil { modelContainer := mi.createModelContainer(image, constants.DefaultModelLocalMountPath) pod.Spec.Containers = append(pod.Spec.Containers, *modelContainer) + + // Add the model container as an init-container to pre-fetch the model before + // the runtimes starts. + modelInitContainer := mi.createModelInitContainer(image) + pod.Spec.InitContainers = append(pod.Spec.InitContainers, *modelInitContainer) } // Enable process namespace sharing so that the modelcar's root filesystem @@ -184,7 +193,7 @@ func (mi *StorageInitializerInjector) InjectModelcar(pod *v1.Pod) error { // InjectStorageInitializer injects an init container to provision model data // for the serving container in a unified way across storage tech by injecting -// a provisioning INIT container. This is a work around because KNative does not +// a provisioning INIT container. This is a workaround because KNative does not // support INIT containers: https://github.com/knative/serving/issues/4307 func (mi *StorageInitializerInjector) InjectStorageInitializer(pod *v1.Pod) error { // Only inject if the required annotations are set @@ -210,6 +219,15 @@ func (mi *StorageInitializerInjector) InjectStorageInitializer(pod *v1.Pod) erro } } + // Update volume mount's readonly annotation based on the ISVC annotation + isvcReadonlyStringFlag := true + isvcReadonlyString, ok := pod.ObjectMeta.Annotations[constants.StorageReadonlyAnnotationKey] + if ok { + if isvcReadonlyString == "false" { + isvcReadonlyStringFlag = false + } + } + // Find the kserve-container (this is the model inference server) and transformer container userContainer := getContainerWithName(pod, constants.InferenceServiceContainerName) transformerContainer := getContainerWithName(pod, constants.TransformerContainerName) @@ -218,6 +236,15 @@ func (mi *StorageInitializerInjector) InjectStorageInitializer(pod *v1.Pod) erro return fmt.Errorf("Invalid configuration: cannot find container: %s", constants.InferenceServiceContainerName) } + // Mount pvc directly if local model label exists + if modelName, ok := pod.ObjectMeta.Labels[constants.LocalModelLabel]; ok { + subPath, _ := strings.CutPrefix(srcURI, pod.ObjectMeta.Annotations[constants.LocalModelSourceUriAnnotationKey]) + if !strings.HasPrefix(subPath, "/") { + subPath = "/" + subPath + } + srcURI = "pvc://" + modelName + "/models/" + modelName + subPath + } + podVolumes := []v1.Volume{} storageInitializerMounts := []v1.VolumeMount{} @@ -252,7 +279,7 @@ func (mi *StorageInitializerInjector) InjectStorageInitializer(pod *v1.Pod) erro MountPath: constants.DefaultModelLocalMountPath, // only path to volume's root ("") or folder is supported SubPath: pvcPath, - ReadOnly: true, + ReadOnly: isvcReadonlyStringFlag, } // Check if PVC source URIs is already mounted @@ -298,7 +325,7 @@ func (mi *StorageInitializerInjector) InjectStorageInitializer(pod *v1.Pod) erro pvcSourceVolumeMount := v1.VolumeMount{ Name: PvcSourceMountName, MountPath: PvcSourceMountPath, - ReadOnly: true, + ReadOnly: isvcReadonlyStringFlag, } storageInitializerMounts = append(storageInitializerMounts, pvcSourceVolumeMount) @@ -333,7 +360,6 @@ func (mi *StorageInitializerInjector) InjectStorageInitializer(pod *v1.Pod) erro storageInitializerImage = mi.config.Image } - securityContext := userContainer.SecurityContext.DeepCopy() // Add an init container to run provisioning logic to the PodSpec initContainer := &v1.Container{ Name: StorageInitializerContainerName, @@ -354,14 +380,13 @@ func (mi *StorageInitializerInjector) InjectStorageInitializer(pod *v1.Pod) erro v1.ResourceMemory: resource.MustParse(mi.config.MemoryRequest), }, }, - SecurityContext: securityContext, } // Add a mount the shared volume on the kserve-container, update the PodSpec sharedVolumeReadMount := v1.VolumeMount{ Name: StorageInitializerVolumeName, MountPath: constants.DefaultModelLocalMountPath, - ReadOnly: true, + ReadOnly: isvcReadonlyStringFlag, } userContainer.VolumeMounts = append(userContainer.VolumeMounts, sharedVolumeReadMount) if transformerContainer != nil { @@ -683,6 +708,42 @@ func (mi *StorageInitializerInjector) createModelContainer(image string, modelPa return modelContainer } +func (mi *StorageInitializerInjector) createModelInitContainer(image string) *v1.Container { + cpu := mi.config.CpuModelcar + if cpu == "" { + cpu = CpuModelcarDefault + } + memory := mi.config.MemoryModelcar + if memory == "" { + memory = MemoryModelcarDefault + } + + modelContainer := &v1.Container{ + Name: ModelcarInitContainerName, + Image: image, + Args: []string{ + "sh", + "-c", + // Check that the expected models directory exists + "echo 'Pre-fetching modelcar " + image + ": ' && [ -d /models ] && [ \"$$(ls -A /models)\" ] && echo 'OK ... Prefetched and valid (/models exists)' || (echo 'NOK ... Prefetched but modelcar is invalid (/models does not exist or is empty)' && exit 1)", + }, + Resources: v1.ResourceRequirements{ + Limits: map[v1.ResourceName]resource.Quantity{ + // Could possibly be reduced to even less + v1.ResourceCPU: resource.MustParse(cpu), + v1.ResourceMemory: resource.MustParse(memory), + }, + Requests: map[v1.ResourceName]resource.Quantity{ + v1.ResourceCPU: resource.MustParse(cpu), + v1.ResourceMemory: resource.MustParse(memory), + }, + }, + TerminationMessagePolicy: v1.TerminationMessageFallbackToLogsOnError, + } + + return modelContainer +} + // addEmptyDirVolumeIfNotPresent adds an emptyDir volume only if not present in the // list. pod and pod.Spec must not be nil func addEmptyDirVolumeIfNotPresent(pod *v1.Pod, name string) { diff --git a/pkg/webhook/admission/pod/storage_initializer_injector_test.go b/pkg/webhook/admission/pod/storage_initializer_injector_test.go index f9b48239c01..479b73a85a1 100644 --- a/pkg/webhook/admission/pod/storage_initializer_injector_test.go +++ b/pkg/webhook/admission/pod/storage_initializer_injector_test.go @@ -202,6 +202,192 @@ func TestStorageInitializerInjector(t *testing.T) { }, }, }, + + "StorageInitializerInjectedReadOnlyUnset": { + original: &v1.Pod{ + ObjectMeta: metav1.ObjectMeta{ + Annotations: map[string]string{ + constants.StorageInitializerSourceUriInternalAnnotationKey: "gs://foo", + }, + }, + Spec: v1.PodSpec{ + Containers: []v1.Container{ + { + Name: constants.InferenceServiceContainerName, + }, + }, + }, + }, + expected: &v1.Pod{ + ObjectMeta: metav1.ObjectMeta{ + Annotations: map[string]string{ + constants.StorageInitializerSourceUriInternalAnnotationKey: "gs://foo", + }, + }, + Spec: v1.PodSpec{ + Containers: []v1.Container{ + { + Name: constants.InferenceServiceContainerName, + VolumeMounts: []v1.VolumeMount{ + { + Name: StorageInitializerVolumeName, + MountPath: constants.DefaultModelLocalMountPath, + ReadOnly: true, + }, + }, + }, + }, + InitContainers: []v1.Container{ + { + Name: "storage-initializer", + Image: StorageInitializerContainerImage + ":" + StorageInitializerContainerImageVersion, + Args: []string{"gs://foo", constants.DefaultModelLocalMountPath}, + Resources: resourceRequirement, + TerminationMessagePolicy: "FallbackToLogsOnError", + VolumeMounts: []v1.VolumeMount{ + { + Name: StorageInitializerVolumeName, + MountPath: constants.DefaultModelLocalMountPath, + }, + }, + }, + }, + Volumes: []v1.Volume{ + { + Name: StorageInitializerVolumeName, + VolumeSource: v1.VolumeSource{ + EmptyDir: &v1.EmptyDirVolumeSource{}, + }, + }, + }, + }, + }, + }, + + "StorageInitializerInjectedReadOnlyFalse": { + original: &v1.Pod{ + ObjectMeta: metav1.ObjectMeta{ + Annotations: map[string]string{ + constants.StorageInitializerSourceUriInternalAnnotationKey: "gs://foo", + constants.StorageReadonlyAnnotationKey: "false", + }, + }, + Spec: v1.PodSpec{ + Containers: []v1.Container{ + { + Name: constants.InferenceServiceContainerName, + }, + }, + }, + }, + expected: &v1.Pod{ + ObjectMeta: metav1.ObjectMeta{ + Annotations: map[string]string{ + constants.StorageInitializerSourceUriInternalAnnotationKey: "gs://foo", + }, + }, + Spec: v1.PodSpec{ + Containers: []v1.Container{ + { + Name: constants.InferenceServiceContainerName, + VolumeMounts: []v1.VolumeMount{ + { + Name: StorageInitializerVolumeName, + MountPath: constants.DefaultModelLocalMountPath, + ReadOnly: false, + }, + }, + }, + }, + InitContainers: []v1.Container{ + { + Name: "storage-initializer", + Image: StorageInitializerContainerImage + ":" + StorageInitializerContainerImageVersion, + Args: []string{"gs://foo", constants.DefaultModelLocalMountPath}, + Resources: resourceRequirement, + TerminationMessagePolicy: "FallbackToLogsOnError", + VolumeMounts: []v1.VolumeMount{ + { + Name: StorageInitializerVolumeName, + MountPath: constants.DefaultModelLocalMountPath, + }, + }, + }, + }, + Volumes: []v1.Volume{ + { + Name: StorageInitializerVolumeName, + VolumeSource: v1.VolumeSource{ + EmptyDir: &v1.EmptyDirVolumeSource{}, + }, + }, + }, + }, + }, + }, + + "StorageInitializerInjectedReadOnlyTrue": { + original: &v1.Pod{ + ObjectMeta: metav1.ObjectMeta{ + Annotations: map[string]string{ + constants.StorageInitializerSourceUriInternalAnnotationKey: "gs://foo", + constants.StorageReadonlyAnnotationKey: "true", + }, + }, + Spec: v1.PodSpec{ + Containers: []v1.Container{ + { + Name: constants.InferenceServiceContainerName, + }, + }, + }, + }, + expected: &v1.Pod{ + ObjectMeta: metav1.ObjectMeta{ + Annotations: map[string]string{ + constants.StorageInitializerSourceUriInternalAnnotationKey: "gs://foo", + }, + }, + Spec: v1.PodSpec{ + Containers: []v1.Container{ + { + Name: constants.InferenceServiceContainerName, + VolumeMounts: []v1.VolumeMount{ + { + Name: StorageInitializerVolumeName, + MountPath: constants.DefaultModelLocalMountPath, + ReadOnly: true, + }, + }, + }, + }, + InitContainers: []v1.Container{ + { + Name: "storage-initializer", + Image: StorageInitializerContainerImage + ":" + StorageInitializerContainerImageVersion, + Args: []string{"gs://foo", constants.DefaultModelLocalMountPath}, + Resources: resourceRequirement, + TerminationMessagePolicy: "FallbackToLogsOnError", + VolumeMounts: []v1.VolumeMount{ + { + Name: StorageInitializerVolumeName, + MountPath: constants.DefaultModelLocalMountPath, + }, + }, + }, + }, + Volumes: []v1.Volume{ + { + Name: StorageInitializerVolumeName, + VolumeSource: v1.VolumeSource{ + EmptyDir: &v1.EmptyDirVolumeSource{}, + }, + }, + }, + }, + }, + }, + "StorageInitializerInjectedAndMountsPvc": { original: &v1.Pod{ ObjectMeta: metav1.ObjectMeta{ @@ -1999,6 +2185,106 @@ func TestDirectVolumeMountForPvc(t *testing.T) { }, }, }, + "StorageInitializerNotInjectedAndMountsPvcViaVolumeMountReadOnlyFalse": { + original: &v1.Pod{ + ObjectMeta: metav1.ObjectMeta{ + Annotations: map[string]string{ + constants.StorageInitializerSourceUriInternalAnnotationKey: "pvc://mypvcname/some/path/on/pvc", + constants.StorageReadonlyAnnotationKey: "false", + }, + }, + Spec: v1.PodSpec{ + Containers: []v1.Container{ + { + Name: constants.InferenceServiceContainerName, + }, + }, + }, + }, + expected: &v1.Pod{ + ObjectMeta: metav1.ObjectMeta{ + Annotations: map[string]string{ + constants.StorageInitializerSourceUriInternalAnnotationKey: "pvc://mypvcname/some/path/on/pvc", + }, + }, + Spec: v1.PodSpec{ + Containers: []v1.Container{ + { + Name: constants.InferenceServiceContainerName, + VolumeMounts: []v1.VolumeMount{ + { + Name: "kserve-pvc-source", + MountPath: "/mnt/models", + SubPath: "some/path/on/pvc", + ReadOnly: false, + }, + }, + }, + }, + Volumes: []v1.Volume{ + { + Name: "kserve-pvc-source", + VolumeSource: v1.VolumeSource{ + PersistentVolumeClaim: &v1.PersistentVolumeClaimVolumeSource{ + ClaimName: "mypvcname", + ReadOnly: false, + }, + }, + }, + }, + }, + }, + }, + "StorageInitializerNotInjectedAndMountsPvcViaVolumeMountReadOnlyTrue": { + original: &v1.Pod{ + ObjectMeta: metav1.ObjectMeta{ + Annotations: map[string]string{ + constants.StorageInitializerSourceUriInternalAnnotationKey: "pvc://mypvcname/some/path/on/pvc", + constants.StorageReadonlyAnnotationKey: "true", + }, + }, + Spec: v1.PodSpec{ + Containers: []v1.Container{ + { + Name: constants.InferenceServiceContainerName, + }, + }, + }, + }, + expected: &v1.Pod{ + ObjectMeta: metav1.ObjectMeta{ + Annotations: map[string]string{ + constants.StorageInitializerSourceUriInternalAnnotationKey: "pvc://mypvcname/some/path/on/pvc", + }, + }, + Spec: v1.PodSpec{ + Containers: []v1.Container{ + { + Name: constants.InferenceServiceContainerName, + VolumeMounts: []v1.VolumeMount{ + { + Name: "kserve-pvc-source", + MountPath: "/mnt/models", + SubPath: "some/path/on/pvc", + ReadOnly: true, + }, + }, + }, + }, + Volumes: []v1.Volume{ + { + Name: "kserve-pvc-source", + VolumeSource: v1.VolumeSource{ + PersistentVolumeClaim: &v1.PersistentVolumeClaimVolumeSource{ + ClaimName: "mypvcname", + ReadOnly: false, + }, + }, + }, + }, + }, + }, + }, } for name, scenario := range scenarios { @@ -2337,6 +2623,9 @@ func TestGetStorageContainerSpec(t *testing.T) { v1.ResourceMemory: resource.MustParse("200Mi"), }, }, + SecurityContext: &v1.SecurityContext{ + RunAsNonRoot: ptr.Bool(true), + }, }, SupportedUriFormats: []v1alpha1.SupportedUriFormat{{Prefix: "custom://"}}, }, @@ -2723,6 +3012,33 @@ func TestInjectModelcar(t *testing.T) { t.Errorf("Expected two containers but got %d", len(pod.Spec.Containers)) } + // Check that an init container has been injected, and it is the model container + if len(pod.Spec.InitContainers) != 1 { + t.Errorf("Expected one init container but got %d", len(pod.Spec.InitContainers)) + } else if pod.Spec.InitContainers[0].Name != ModelcarInitContainerName { + t.Errorf("Expected the init container to be the model but got %s", pod.Spec.InitContainers[0].Name) + } else { + // Check that resources are correctly set. + if _, ok := pod.Spec.InitContainers[0].Resources.Limits[v1.ResourceCPU]; !ok { + t.Error("The model container does not have CPU limit set") + } + if _, ok := pod.Spec.InitContainers[0].Resources.Limits[v1.ResourceMemory]; !ok { + t.Error("The model container does not have Memory limit set") + } + if _, ok := pod.Spec.InitContainers[0].Resources.Requests[v1.ResourceCPU]; !ok { + t.Error("The model container does not have CPU request set") + } + if _, ok := pod.Spec.InitContainers[0].Resources.Requests[v1.ResourceMemory]; !ok { + t.Error("The model container does not have Memory request set") + } + + // Check args + joinedArgs := strings.Join(pod.Spec.InitContainers[0].Args, " ") + if !strings.Contains(joinedArgs, "Prefetched") { + t.Errorf("The model container args are not correctly setup. Got: %s", joinedArgs) + } + } + // Check that the user-container has an env var set found := false if pod.Spec.Containers[0].Env != nil { @@ -3678,3 +3994,117 @@ func TestStorageInitializerUIDForIstioCNI(t *testing.T) { } } } + +func TestLocalModelPVC(t *testing.T) { + storageConfig := &StorageInitializerConfig{ + EnableDirectPvcVolumeMount: true, // enable direct volume mount for PVC + } + scenarios := map[string]struct { + storageUri string + localModelLabel string + localModelSourceUriLabel string + expectedSubPath string + }{ + "basic": { + storageUri: "s3://foo", + localModelLabel: "bar", + localModelSourceUriLabel: "s3://foo", + expectedSubPath: "models/bar/", + }, + "extra / at the end": { + storageUri: "s3://foo/", + localModelLabel: "bar", + localModelSourceUriLabel: "s3://foo", + expectedSubPath: "models/bar/", + }, + "subfolder": { + storageUri: "s3://foo/model1", + localModelLabel: "bar", + localModelSourceUriLabel: "s3://foo", + expectedSubPath: "models/bar/model1", + }, + "subfolder2": { + storageUri: "s3://foo/model1", + localModelLabel: "bar", + localModelSourceUriLabel: "s3://foo/", + expectedSubPath: "models/bar/model1", + }, + } + + podScenarios := make(map[string]struct { + original *v1.Pod + expected *v1.Pod + }) + + for name, scenario := range scenarios { + original := &v1.Pod{ + ObjectMeta: metav1.ObjectMeta{ + Annotations: map[string]string{ + constants.StorageInitializerSourceUriInternalAnnotationKey: scenario.storageUri, + constants.LocalModelSourceUriAnnotationKey: scenario.localModelSourceUriLabel, + }, + Labels: map[string]string{ + constants.LocalModelLabel: scenario.localModelLabel, + }, + }, + Spec: v1.PodSpec{ + Containers: []v1.Container{ + { + Name: constants.InferenceServiceContainerName, + }, + }, + }, + } + expected := &v1.Pod{ + ObjectMeta: metav1.ObjectMeta{ + Annotations: map[string]string{ + constants.StorageInitializerSourceUriInternalAnnotationKey: scenario.storageUri, + }, + }, + Spec: v1.PodSpec{ + Containers: []v1.Container{ + { + Name: constants.InferenceServiceContainerName, + VolumeMounts: []v1.VolumeMount{ + { + Name: "kserve-pvc-source", + MountPath: constants.DefaultModelLocalMountPath, + ReadOnly: true, + SubPath: scenario.expectedSubPath, + }, + }, + }, + }, + Volumes: []v1.Volume{ + { + Name: "kserve-pvc-source", + VolumeSource: v1.VolumeSource{ + PersistentVolumeClaim: &v1.PersistentVolumeClaimVolumeSource{ClaimName: scenario.localModelLabel, ReadOnly: false}, + }, + }, + }, + }, + } + + podScenarios[name] = struct { + original *v1.Pod + expected *v1.Pod + }{original: original, expected: expected} + } + for name, scenario := range podScenarios { + injector := &StorageInitializerInjector{ + credentialBuilder: credentials.NewCredentialBuilder(c, clientset, &v1.ConfigMap{ + Data: map[string]string{}, + }), + config: storageConfig, + client: c, + } + + if err := injector.InjectStorageInitializer(scenario.original); err != nil { + t.Errorf("Test %q unexpected result: %s", name, err) + } + if diff, _ := kmp.SafeDiff(scenario.expected.Spec, scenario.original.Spec); diff != "" { + t.Errorf("Test %q unexpected result (-want +got): %v", name, diff) + } + } +} diff --git a/pkg/webhook/admission/pod/suite_test.go b/pkg/webhook/admission/pod/suite_test.go index 81ee1fe0464..c0733354459 100644 --- a/pkg/webhook/admission/pod/suite_test.go +++ b/pkg/webhook/admission/pod/suite_test.go @@ -18,6 +18,7 @@ package pod import ( "os" + "path/filepath" "testing" "k8s.io/client-go/kubernetes" @@ -35,7 +36,10 @@ var c client.Client var clientset kubernetes.Interface func TestMain(m *testing.M) { - t := pkgtest.SetupEnvTest() + crdDirectoryPaths := []string{ + filepath.Join("..", "..", "..", "..", "test", "crds"), + } + t := pkgtest.SetupEnvTest(crdDirectoryPaths) err := v1alpha1.AddToScheme(scheme.Scheme) if err != nil { diff --git a/pkg/webhook/admission/servingruntime/servingruntime_webhook.go b/pkg/webhook/admission/servingruntime/servingruntime_webhook.go index e8f4e0ebb3d..dd5ab7ed0da 100644 --- a/pkg/webhook/admission/servingruntime/servingruntime_webhook.go +++ b/pkg/webhook/admission/servingruntime/servingruntime_webhook.go @@ -20,24 +20,23 @@ import ( "context" "fmt" "net/http" + "slices" "strings" + "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" "github.com/kserve/kserve/pkg/constants" "sigs.k8s.io/controller-runtime/pkg/client" logf "sigs.k8s.io/controller-runtime/pkg/log" - - "github.com/kserve/kserve/pkg/apis/serving/v1alpha1" - "sigs.k8s.io/controller-runtime/pkg/webhook/admission" ) var log = logf.Log.WithName(constants.ServingRuntimeValidatorWebhookName) const ( - InvalidPriorityError = "Same priority assigned for the model format %s" + InvalidPriorityError = "same priority assigned for the model format %s" InvalidPriorityServingRuntimeError = "%s in the servingruntimes %s and %s in namespace %s" // InvalidPriorityClusterServingRuntimeError = "%s in the clusterservingruntimes %s and %s" - ProrityIsNotSameError = "Different priorities assigned for the model format %s" + ProrityIsNotSameError = "different priorities assigned for the model format %s" ProrityIsNotSameServingRuntimeError = "%s under the servingruntime %s" ProrityIsNotSameClusterServingRuntimeError = "%s under the clusterservingruntime %s" ) @@ -46,7 +45,7 @@ const ( // // type ClusterServingRuntimeValidator struct { // Client client.Client -// Decoder *admission.Decoder +// Decoder admission.Decoder // } // +kubebuilder:webhook:verbs=create;update,path=/validate-serving-kserve-io-v1alpha1-servingruntime,mutating=false,failurePolicy=fail,groups=serving.kserve.io,resources=servingruntimes,versions=v1alpha1,name=servingruntime.kserve-webhook-server.validator @@ -152,7 +151,7 @@ func validateServingRuntimePriority(newSpec *v1alpha1.ServingRuntimeSpec, existi // Only validate for priority if both servingruntimes supports the same protocol version isTheProtocolSame := false for _, protocolVersion := range existingSpec.ProtocolVersions { - if contains(newSpec.ProtocolVersions, protocolVersion) { + if slices.Contains(newSpec.ProtocolVersions, protocolVersion) { isTheProtocolSame = true break } @@ -171,12 +170,3 @@ func validateServingRuntimePriority(newSpec *v1alpha1.ServingRuntimeSpec, existi } return nil } - -func contains[T comparable](slice []T, element T) bool { - for _, v := range slice { - if v == element { - return true - } - } - return false -} diff --git a/python/VERSION b/python/VERSION index 54d1a4f2a4a..a803cc227fe 100644 --- a/python/VERSION +++ b/python/VERSION @@ -1 +1 @@ -0.13.0 +0.14.0 diff --git a/python/aiffairness.Dockerfile b/python/aiffairness.Dockerfile index e30f7e5071d..7dbac7d00c3 100644 --- a/python/aiffairness.Dockerfile +++ b/python/aiffairness.Dockerfile @@ -1,12 +1,12 @@ -ARG PYTHON_VERSION=3.9 -ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bullseye +ARG PYTHON_VERSION=3.11 +ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bookworm ARG VENV_PATH=/prod_venv -FROM ${BASE_IMAGE} as builder +FROM ${BASE_IMAGE} AS builder # Install Poetry ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.7.1 +ARG POETRY_VERSION=1.8.3 # Required for building packages for arm64 arch RUN apt-get update && apt-get install -y --no-install-recommends python3-dev build-essential && apt-get clean && \ @@ -32,7 +32,7 @@ COPY aiffairness aiffairness RUN cd aiffairness && poetry install --no-interaction --no-cache -FROM ${BASE_IMAGE} as prod +FROM ${BASE_IMAGE} AS prod COPY third_party third_party diff --git a/python/aiffairness/poetry.lock b/python/aiffairness/poetry.lock index a40f2414740..6a6ab59c005 100644 --- a/python/aiffairness/poetry.lock +++ b/python/aiffairness/poetry.lock @@ -2,144 +2,38 @@ [[package]] name = "aif360" -version = "0.2.3" +version = "0.6.1" description = "IBM AI Fairness 360" optional = false -python-versions = "*" -files = [ - {file = "aif360-0.2.3-py3-none-any.whl", hash = "sha256:5407d38baf50a56d4cc2dc56822b9992789d641b5525790d8c90e17f32f70a1b"}, - {file = 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Not intended for use outside KServe Frameworks Images." authors = ["Andrew Butler "] license = "https://github.com/kserve/kserve/blob/master/LICENSE" @@ -11,18 +11,18 @@ packages = [ ] [tool.poetry.dependencies] -python = ">=3.8,<3.12" +python = ">=3.9,<3.13" kserve = {path = "../kserve", develop = true} -aif360 = "^0.2.3" -nest-asyncio = "^1.4.0" +aif360 = "^0.6.1" +nest-asyncio = "^1.5.8" requests = {version = "^2.24.0", extras = ["security"]} [tool.poetry.group.test] optional = true [tool.poetry.group.test.dependencies] -pytest = "^7.2.0" -pytest-cov = "^4.0.0" +pytest = "^7.4.4" +pytest-cov = "^5.0.0" mypy = "^0.991" [tool.poetry.group.dev] diff --git a/python/artexplainer.Dockerfile b/python/artexplainer.Dockerfile index f3eaa91de80..ffc35796c97 100644 --- a/python/artexplainer.Dockerfile +++ b/python/artexplainer.Dockerfile @@ -1,12 +1,12 @@ -ARG PYTHON_VERSION=3.9 -ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bullseye +ARG PYTHON_VERSION=3.11 +ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bookworm ARG VENV_PATH=/prod_venv -FROM ${BASE_IMAGE} as builder +FROM ${BASE_IMAGE} AS builder # Install Poetry ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.7.1 +ARG POETRY_VERSION=1.8.3 # Required for building packages for arm64 arch RUN apt-get update && apt-get install -y --no-install-recommends python3-dev build-essential && apt-get clean && \ @@ -32,7 +32,7 @@ COPY artexplainer artexplainer RUN cd artexplainer && poetry install --no-interaction --no-cache -FROM ${BASE_IMAGE} as prod +FROM ${BASE_IMAGE} AS prod COPY third_party third_party diff --git a/python/artexplainer/artserver/model.py b/python/artexplainer/artserver/model.py index cf8ddeff928..7d144b495ef 100644 --- a/python/artexplainer/artserver/model.py +++ b/python/artexplainer/artserver/model.py @@ -18,13 +18,12 @@ import numpy as np from art.attacks.evasion.square_attack import SquareAttack from art.estimators.classification import BlackBoxClassifierNeuralNetwork - - import nest_asyncio import kserve from kserve.logging import logger + nest_asyncio.apply() @@ -62,7 +61,7 @@ def _predict(self, x): prediction = np.array(resp["predictions"]) return [1 if x == prediction else 0 for x in range(0, self.nb_classes)] - def explain(self, payload: Dict, headers: Dict[str, str] = None) -> Dict: + async def explain(self, payload: Dict, headers: Dict[str, str] = None) -> Dict: image = payload["instances"][0] label = payload["instances"][1] try: diff --git a/python/artexplainer/poetry.lock b/python/artexplainer/poetry.lock index 72fcbe10e68..7c7678b6758 100644 --- a/python/artexplainer/poetry.lock +++ b/python/artexplainer/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. 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Robustness Toolbox. Not intended for use outside KServe Frameworks Images." authors = ["Andrew Butler "] license = "https://github.com/kserve/kserve/blob/master/LICENSE" @@ -10,18 +10,20 @@ packages = [ ] [tool.poetry.dependencies] -python = ">=3.9,<3.12" +python = ">=3.9,<3.13" kserve = {path = "../kserve", develop = true} -adversarial-robustness-toolbox = {version = "^1.10.3", extras = ["keras"]} -nest-asyncio = "^1.4.0" -pillow = "^10.2.0" +adversarial-robustness-toolbox = {version = "^1.18.1", extras = ["keras"]} +nest-asyncio = "^1.5.8" +pillow = "^10.3.0" +# pin to avoid https://github.com/kserve/kserve/actions/runs/8990775750/job/24696874468?pr=3598 +h5py = "3.10.0" [tool.poetry.group.test] optional = true [tool.poetry.group.test.dependencies] -pytest = "^7.2.0" -pytest-cov = "^4.0.0" +pytest = "^7.4.4" +pytest-cov = "^5.0.0" mypy = "^0.991" [tool.poetry.group.dev] diff --git a/python/custom_model.Dockerfile b/python/custom_model.Dockerfile index f3e7f4f4dfc..4f185eb449f 100644 --- a/python/custom_model.Dockerfile +++ b/python/custom_model.Dockerfile @@ -1,12 +1,12 @@ -ARG PYTHON_VERSION=3.9 -ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bullseye +ARG PYTHON_VERSION=3.11 +ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bookworm ARG VENV_PATH=/prod_venv -FROM ${BASE_IMAGE} as builder +FROM ${BASE_IMAGE} AS builder # Install Poetry ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.7.1 +ARG POETRY_VERSION=1.8.3 RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} ENV PATH="$PATH:${POETRY_HOME}/bin" @@ -28,7 +28,7 @@ COPY custom_model custom_model RUN cd custom_model && poetry install --no-interaction --no-cache -FROM ${BASE_IMAGE} as prod +FROM ${BASE_IMAGE} AS prod COPY third_party third_party diff --git a/python/custom_model/model.py b/python/custom_model/model.py index 82513dfa8d2..1e8c0503e99 100644 --- a/python/custom_model/model.py +++ b/python/custom_model/model.py @@ -14,9 +14,11 @@ import argparse +from fastapi.middleware.cors import CORSMiddleware from torchvision import models, transforms from typing import Dict, Union import torch +import time from PIL import Image import base64 import io @@ -32,6 +34,7 @@ logging, ) from kserve.errors import InvalidInput +from kserve.model_server import app from kserve.utils.utils import generate_uuid @@ -40,13 +43,13 @@ # and then passed to the custom predictor, the output is the prediction response. class AlexNetModel(Model): def __init__(self, name: str): - super().__init__(name) + super().__init__(name, return_response_headers=True) self.model = None self.ready = False self.load() def load(self): - self.model = models.alexnet(pretrained=True) + self.model = models.alexnet(pretrained=True, progress=False) self.model.eval() # The ready flag is used by model ready endpoint for readiness probes, # set to True when model is loaded successfully without exceptions. @@ -97,8 +100,13 @@ def preprocess( return input_tensor.unsqueeze(0) def predict( - self, input_tensor: torch.Tensor, headers: Dict[str, str] = None + self, + input_tensor: torch.Tensor, + headers: Dict[str, str] = None, + response_headers: Dict[str, str] = None, ) -> Union[Dict, InferResponse]: + start = time.time() + output = self.model(input_tensor) torch.nn.functional.softmax(output, dim=1) values, top_5 = torch.topk(output, 5) @@ -110,6 +118,14 @@ def predict( infer_response = InferResponse( model_name=self.name, infer_outputs=[infer_output], response_id=response_id ) + end = time.time() + + # Example for custom response headers + if response_headers is not None: + response_headers.update( + {"prediction-time-latency": f"{round((end - start) * 1000, 9)}"} + ) + if "request-type" in headers and headers["request-type"] == "v1": return {"predictions": result} else: @@ -124,4 +140,11 @@ def predict( logging.configure_logging(args.log_config_file) model = AlexNetModel(args.model_name) model.load() + app.add_middleware( + CORSMiddleware, + allow_origins=["*"], + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], + ) ModelServer().start([model]) diff --git a/python/custom_model/model_grpc.py b/python/custom_model/model_grpc.py index 564dd7288d9..ca72e8f6228 100644 --- a/python/custom_model/model_grpc.py +++ b/python/custom_model/model_grpc.py @@ -11,6 +11,7 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. + import argparse import io from typing import Dict @@ -34,7 +35,7 @@ def __init__(self, name: str): self.ready = False def load(self): - self.model = models.alexnet(pretrained=True) + self.model = models.alexnet(pretrained=True, progress=False) self.model.eval() self.ready = True diff --git a/python/custom_model/model_remote.py b/python/custom_model/model_remote.py index 558fbbded2d..c86b97fde48 100644 --- a/python/custom_model/model_remote.py +++ b/python/custom_model/model_remote.py @@ -1,4 +1,4 @@ -# Copyright 2021 The KServe Authors. +# Copyright 2024 The KServe Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -11,9 +11,9 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. + import argparse -from kserve import Model, ModelServer, logging, model_server from torchvision import models, transforms from typing import Dict import torch @@ -21,10 +21,12 @@ import base64 import io from ray import serve +from kserve import Model, ModelServer, logging, model_server +from kserve.ray import RayModel # the model handle name should match the model endpoint name -@serve.deployment(name="custom-model", num_replicas=2) +@serve.deployment(name="custom-model", num_replicas=1) class AlexNetModel(Model): def __init__(self): self.name = "custom-model" @@ -34,7 +36,7 @@ def __init__(self): self.load() def load(self): - self.model = models.alexnet(pretrained=True) + self.model = models.alexnet(pretrained=True, progress=False) self.model.eval() self.ready = True @@ -77,4 +79,8 @@ async def predict(self, payload: Dict, headers: Dict[str, str] = None) -> Dict: if __name__ == "__main__": if args.configure_logging: logging.configure_logging(args.log_config_file) - ModelServer().start({"custom-model": AlexNetModel}) + app = AlexNetModel.bind() + handle = serve.run(app) + model = RayModel(name="custom-model", handle=handle) + model.load() + ModelServer().start([model]) diff --git a/python/custom_model/poetry.lock b/python/custom_model/poetry.lock index 37480a74975..6e002445651 100644 --- a/python/custom_model/poetry.lock +++ b/python/custom_model/poetry.lock @@ -1,91 +1,118 @@ # This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +[[package]] +name = "aiohappyeyeballs" +version = "2.4.0" +description = "Happy Eyeballs for 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-2801,5 +3187,5 @@ multidict = ">=4.0" [metadata] lock-version = "2.0" -python-versions = ">=3.9,<3.12" -content-hash = "9672531a6fcfa0dd210b40c500d483b61aad7a7afdd4726aa86db231527aeac5" +python-versions = ">=3.9,<3.13" +content-hash = "2cfc3a39eb28319c6e769cec5d8b074f762af58f0cb7e58fbd8f8fb6f0d22090" diff --git a/python/custom_model/pyproject.toml b/python/custom_model/pyproject.toml index 7d3a1b95da2..35e90691887 100644 --- a/python/custom_model/pyproject.toml +++ b/python/custom_model/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "custom-model" -version = "0.13.0" +version = "0.14.0" description = "Custom model implementation. Not intended for use outside KServe Frameworks Images." authors = ["The KServe Authors"] license = "https://github.com/kserve/kserve/blob/master/LICENSE" @@ -9,11 +9,11 @@ packages = [ ] [tool.poetry.dependencies] -python = ">=3.9,<3.12" -kserve = {path = "../kserve", develop = true} -torchvision = {version = "0.15.1+cpu", source = "pytorch"} -torch = {version = "2.0.0", source = "pytorch"} -pillow = "^10.2.0" +python = ">=3.9,<3.13" +kserve = {path = "../kserve", develop = true, extras = ["ray"]} +torchvision = {version = "0.18.0+cpu", source = "pytorch"} +torch = {version = "2.3.0+cpu", source = "pytorch"} +pillow = "^10.3.0" [[tool.poetry.source]] diff --git a/python/custom_model_grpc.Dockerfile b/python/custom_model_grpc.Dockerfile index d474df4232d..c91823204e4 100644 --- a/python/custom_model_grpc.Dockerfile +++ b/python/custom_model_grpc.Dockerfile @@ -1,12 +1,12 @@ -ARG PYTHON_VERSION=3.9 -ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bullseye +ARG PYTHON_VERSION=3.11 +ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bookworm ARG VENV_PATH=/prod_venv -FROM ${BASE_IMAGE} as builder +FROM ${BASE_IMAGE} AS builder # Install Poetry ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.7.1 +ARG POETRY_VERSION=1.8.3 RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} ENV PATH="$PATH:${POETRY_HOME}/bin" @@ -28,7 +28,7 @@ COPY custom_model custom_model RUN cd custom_model && poetry install --no-interaction --no-cache -FROM ${BASE_IMAGE} as prod +FROM ${BASE_IMAGE} AS prod COPY third_party third_party diff --git a/python/custom_tokenizer.Dockerfile b/python/custom_tokenizer.Dockerfile index ffe4ead40a8..d98292b8e84 100644 --- a/python/custom_tokenizer.Dockerfile +++ b/python/custom_tokenizer.Dockerfile @@ -1,12 +1,12 @@ -ARG PYTHON_VERSION=3.9 -ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bullseye +ARG PYTHON_VERSION=3.11 +ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bookworm ARG VENV_PATH=/prod_venv -FROM ${BASE_IMAGE} as builder +FROM ${BASE_IMAGE} AS builder # Install Poetry ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.7.1 +ARG POETRY_VERSION=1.8.3 RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} ENV PATH="$PATH:${POETRY_HOME}/bin" @@ -28,7 +28,7 @@ COPY custom_tokenizer custom_tokenizer RUN cd custom_tokenizer && poetry install --no-interaction --no-cache -FROM ${BASE_IMAGE} as prod +FROM ${BASE_IMAGE} AS prod COPY third_party third_party diff --git a/python/custom_tokenizer/poetry.lock b/python/custom_tokenizer/poetry.lock index 9f29c1975b3..e14cecb10b7 100644 --- a/python/custom_tokenizer/poetry.lock +++ b/python/custom_tokenizer/poetry.lock @@ -1,129 +1,5 @@ # This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. -[[package]] -name = "aiohttp" -version = "3.9.5" -description = "Async http client/server framework (asyncio)" -optional = false -python-versions = ">=3.8" -files = [ - {file = 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b/python/custom_tokenizer/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "custom_tokenizer" -version = "0.13.0" +version = "0.14.0" description = "Custom Tokenizer Examples. Not intended for use outside KServe Frameworks Images." authors = ["Dan Sun "] license = "https://github.com/kserve/kserve/blob/master/LICENSE" @@ -9,14 +9,14 @@ packages = [ ] [tool.poetry.dependencies] -python = ">=3.9,<3.12" +python = ">=3.9,<3.13" kserve = {path = "../kserve", develop = true} [tool.poetry.group.test] optional = true [tool.poetry.group.test.dependencies] -pytest = "^7.2.0" +pytest = "^7.4.4" mypy = "^0.991" [tool.poetry.group.dev] diff --git a/python/custom_transformer.Dockerfile b/python/custom_transformer.Dockerfile index 860706e8fc2..c13c1df6665 100644 --- a/python/custom_transformer.Dockerfile +++ b/python/custom_transformer.Dockerfile @@ -1,12 +1,12 @@ -ARG PYTHON_VERSION=3.9 -ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bullseye +ARG PYTHON_VERSION=3.11 +ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bookworm ARG VENV_PATH=/prod_venv -FROM ${BASE_IMAGE} as builder +FROM ${BASE_IMAGE} AS builder # Install Poetry ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.7.1 +ARG POETRY_VERSION=1.8.3 RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} ENV PATH="$PATH:${POETRY_HOME}/bin" @@ -28,7 +28,7 @@ COPY custom_transformer custom_transformer RUN cd custom_transformer && poetry install --no-interaction --no-cache -FROM ${BASE_IMAGE} as prod +FROM ${BASE_IMAGE} AS prod COPY third_party third_party diff --git a/python/custom_transformer/model.py b/python/custom_transformer/model.py index d8651e38080..83d13274767 100644 --- a/python/custom_transformer/model.py +++ b/python/custom_transformer/model.py @@ -68,7 +68,9 @@ def __init__( predictor_use_ssl: bool, ): super().__init__( - name, PredictorConfig(predictor_host, predictor_protocol, predictor_use_ssl) + name, + PredictorConfig(predictor_host, predictor_protocol, predictor_use_ssl), + return_response_headers=True, ) self.ready = True @@ -108,15 +110,17 @@ def preprocess( return infer_request def postprocess( - self, infer_response: Union[Dict, InferResponse], headers: Dict[str, str] = None + self, + infer_response: Union[Dict, InferResponse], + headers: Dict[str, str] = None, + response_headers: Dict[str, str] = None, ) -> Union[Dict, InferResponse]: if "request-type" in headers and headers["request-type"] == "v1": if self.protocol == PredictorProtocol.REST_V1.value: return infer_response else: # if predictor protocol is v2 but transformer uses v1 - res = infer_response.to_rest() - return {"predictions": res["outputs"][0]["data"]} + return {"predictions": infer_response.outputs[0].as_numpy().tolist()} else: return infer_response diff --git a/python/custom_transformer/model_grpc.py b/python/custom_transformer/model_grpc.py index 967562c94b9..aabd52f0592 100644 --- a/python/custom_transformer/model_grpc.py +++ b/python/custom_transformer/model_grpc.py @@ -48,6 +48,7 @@ def __init__(self, name: str, predictor_host: str, protocol: str): self.predictor_host = predictor_host self.protocol = protocol self.model_name = name + self.ready = True def preprocess( self, request: InferRequest, headers: Dict[str, str] = None diff --git a/python/custom_transformer/poetry.lock b/python/custom_transformer/poetry.lock index 9f817b2c7ba..0056482b86e 100644 --- a/python/custom_transformer/poetry.lock +++ b/python/custom_transformer/poetry.lock @@ -1,128 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. - 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"22b9f9e4609ab9d5adf06cd4f5970b3a682778d5b95759bb48eff909b32ff592" diff --git a/python/custom_transformer/pyproject.toml b/python/custom_transformer/pyproject.toml index c5898ac850b..da602893d36 100644 --- a/python/custom_transformer/pyproject.toml +++ b/python/custom_transformer/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "custom_transformer" -version = "0.13.0" +version = "0.14.0" description = "Custom Transformer Examples. Not intended for use outside KServe Frameworks Images." authors = ["Dan Sun "] license = "https://github.com/kserve/kserve/blob/master/LICENSE" @@ -9,11 +9,11 @@ packages = [ ] [tool.poetry.dependencies] -python = ">=3.9,<3.12" +python = ">=3.9,<3.13" kserve = {path = "../kserve", develop = true} -torchvision = {version = "0.15.1+cpu", source = "pytorch"} -torch = {version = "2.0.0+cpu", source = "pytorch"} -pillow = "^10.2.0" +torchvision = {version = "0.18.0+cpu", source = "pytorch"} +torch = {version = "2.3.0+cpu", source = "pytorch"} +pillow = "^10.3.0" [[tool.poetry.source]] @@ -25,7 +25,7 @@ priority = "explicit" optional = true [tool.poetry.group.test.dependencies] -pytest = "^7.2.0" +pytest = "^7.4.4" mypy = "^0.991" [tool.poetry.group.dev] diff --git a/python/custom_transformer_grpc.Dockerfile b/python/custom_transformer_grpc.Dockerfile index 89cb47cf3cc..b455fcf6f58 100644 --- a/python/custom_transformer_grpc.Dockerfile +++ b/python/custom_transformer_grpc.Dockerfile @@ -1,12 +1,12 @@ -ARG PYTHON_VERSION=3.9 -ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bullseye +ARG PYTHON_VERSION=3.11 +ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bookworm ARG VENV_PATH=/prod_venv -FROM ${BASE_IMAGE} as builder +FROM ${BASE_IMAGE} AS builder # Install Poetry ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.7.1 +ARG POETRY_VERSION=1.8.3 RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} ENV PATH="$PATH:${POETRY_HOME}/bin" @@ -28,7 +28,7 @@ COPY custom_transformer custom_transformer RUN cd custom_transformer && poetry install --no-interaction --no-cache -FROM ${BASE_IMAGE} as prod +FROM ${BASE_IMAGE} AS prod COPY third_party third_party diff --git a/python/error_404_isvc.Dockerfile b/python/error_404_isvc.Dockerfile index c74d91ed349..88f2473a016 100644 --- a/python/error_404_isvc.Dockerfile +++ b/python/error_404_isvc.Dockerfile @@ -1,15 +1,15 @@ -ARG PYTHON_VERSION=3.9 -ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bullseye +ARG PYTHON_VERSION=3.11 +ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bookworm ARG VENV_PATH=/prod_venv -FROM ${BASE_IMAGE} as builder +FROM ${BASE_IMAGE} AS builder RUN apt-get update && apt-get install -y gcc python3-dev && apt-get clean && \ rm -rf /var/lib/apt/lists/* # Install Poetry ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.7.1 +ARG POETRY_VERSION=1.8.3 RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} ENV PATH="$PATH:${POETRY_HOME}/bin" @@ -33,7 +33,7 @@ COPY test_resources/graph/error_404_isvc error_404_isvc RUN cd error_404_isvc && poetry install --no-interaction --no-cache -FROM ${BASE_IMAGE} as prod +FROM ${BASE_IMAGE} AS prod COPY third_party third_party diff --git a/python/huggingface_server.Dockerfile b/python/huggingface_server.Dockerfile index 561c906f384..07f1dc326aa 100644 --- a/python/huggingface_server.Dockerfile +++ b/python/huggingface_server.Dockerfile @@ -1,15 +1,15 @@ ARG BASE_IMAGE=nvidia/cuda:12.4.1-devel-ubuntu22.04 ARG VENV_PATH=/prod_venv -FROM ${BASE_IMAGE} as builder +FROM ${BASE_IMAGE} AS builder # Install Poetry ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.7.1 +ARG POETRY_VERSION=1.8.3 # Install vllm -ARG VLLM_VERSION=0.4.3 +ARG VLLM_VERSION=0.6.1.post2 RUN apt-get update -y && apt-get install gcc python3.10-venv python3-dev -y && apt-get clean && \ rm -rf /var/lib/apt/lists/* @@ -34,9 +34,9 @@ RUN cd huggingfaceserver && poetry install --no-interaction --no-cache RUN pip3 install vllm==${VLLM_VERSION} -FROM nvidia/cuda:12.4.1-runtime-ubuntu22.04 as prod +FROM nvidia/cuda:12.4.1-runtime-ubuntu22.04 AS prod -RUN apt-get update -y && apt-get install python3.10-venv -y && apt-get clean && \ +RUN apt-get update -y && apt-get install python3.10-venv build-essential gcc python3-dev -y && apt-get clean && \ rm -rf /var/lib/apt/lists/* COPY third_party third_party @@ -60,6 +60,9 @@ ENV SAFETENSORS_FAST_GPU="1" ENV HF_HUB_DISABLE_TELEMETRY="1" # NCCL Lib path for vLLM. https://github.com/vllm-project/vllm/blob/ec784b2526219cd96159a52074ab8cd4e684410a/vllm/utils.py#L598-L602 ENV VLLM_NCCL_SO_PATH="/lib/x86_64-linux-gnu/libnccl.so.2" +# https://github.com/vllm-project/vllm/issues/6152 +# Set the multiprocess method to spawn to avoid issues with cuda initialization for `mp` executor backend. +ENV VLLM_WORKER_MULTIPROC_METHOD="spawn" USER 1000 ENTRYPOINT ["python3", "-m", "huggingfaceserver"] diff --git a/python/huggingfaceserver/Makefile b/python/huggingfaceserver/Makefile index 92cf90452a8..86732a30460 100644 --- a/python/huggingfaceserver/Makefile +++ b/python/huggingfaceserver/Makefile @@ -1,8 +1,8 @@ dev_install: - poetry install --with test + poetry install --with test -E vllm --no-interaction install_dependencies: - poetry install --with=test --no-interaction --no-root + poetry install --with=test -E vllm --no-interaction --no-root test: type_check pytest -W ignore diff --git a/python/huggingfaceserver/huggingfaceserver/__main__.py b/python/huggingfaceserver/huggingfaceserver/__main__.py index 325e56d6bf7..eb2b2c97469 100644 --- a/python/huggingfaceserver/huggingfaceserver/__main__.py +++ b/python/huggingfaceserver/huggingfaceserver/__main__.py @@ -18,6 +18,7 @@ import torch import kserve +from huggingfaceserver.request_logger import RequestLogger from kserve import logging from kserve.logging import logger from kserve.model import PredictorConfig @@ -71,9 +72,16 @@ def list_of_strings(arg): ) parser.add_argument( "--max_length", + dest="max_model_len", type=int, required=False, - help="max sequence length for the tokenizer", + help="max sequence length for the tokenizer. will be deprecated in favour of --max_model_len", +) +parser.add_argument( + "--max_model_len", + type=int, + required=False, + help="max number of tokens the model can process/tokenize. If not mentioned, uses model's max position encodings", ) parser.add_argument( "--disable_lower_case", @@ -113,7 +121,18 @@ def list_of_strings(arg): action="store_true", help="Return all probabilities", ) - +parser.add_argument( + "--disable_log_requests", action="store_true", help="Disable logging requests" +) +parser.add_argument( + "--max_log_len", + "--max-log-len", + type=int, + default=None, + help="Max number of prompt characters or prompt " + "ID numbers being printed in log." + "\n\nDefault: Unlimited", +) parser = maybe_add_vllm_cli_parser(parser) default_dtype = "float16" if torch.cuda.is_available() else "float32" @@ -124,9 +143,11 @@ def list_of_strings(arg): required=False, default="auto", choices=dtype_choices, - help=f"data type to load the weights in. One of {dtype_choices}. Defaults to float16 for GPU and float32 for CPU systems", + help=f"data type to load the weights in. One of {dtype_choices}. " + f"Defaults to float16 for GPU and float32 for CPU systems", ) + args, _ = parser.parse_known_args() # auto for vLLM uses FP16 even for an FP32 model while HF uses FP32 causing inconsistency. @@ -145,6 +166,11 @@ def load_model(): else: model_id_or_path = Path(Storage.download(args.model_dir)) + if args.disable_log_requests: + request_logger = None + else: + request_logger = RequestLogger(max_log_len=args.max_log_len) + if model_id_or_path is None: raise ValueError("You must provide a model_id or model_dir") @@ -154,14 +180,17 @@ def load_model(): if ( (args.backend == Backend.vllm or args.backend == Backend.auto) and vllm_available() - and infer_vllm_supported_from_model_architecture(model_id_or_path) + and infer_vllm_supported_from_model_architecture( + model_id_or_path, + trust_remote_code=args.trust_remote_code, + ) ): from .vllm.vllm_model import VLLMModel args.model = args.model_id or args.model_dir args.revision = args.model_revision engine_args = build_vllm_engine_args(args) - model = VLLMModel(args.model_name, engine_args) + model = VLLMModel(args.model_name, engine_args, request_logger=request_logger) else: kwargs = vars(args) @@ -174,7 +203,9 @@ def load_model(): } model_config = AutoConfig.from_pretrained( - str(model_id_or_path), revision=kwargs.get("model_revision", None) + str(model_id_or_path), + revision=kwargs.get("model_revision", None), + trust_remote_code=kwargs.get("trust_remote_code", False), ) if kwargs.get("task", None): try: @@ -206,9 +237,10 @@ def load_model(): model_revision=kwargs.get("model_revision", None), tokenizer_revision=kwargs.get("tokenizer_revision", None), do_lower_case=not kwargs.get("disable_lower_case", False), - max_length=kwargs["max_length"], + max_length=kwargs["max_model_len"], dtype=dtype, trust_remote_code=kwargs["trust_remote_code"], + request_logger=request_logger, ) else: # Convert dtype from string to torch dtype. Default to float32 @@ -231,12 +263,13 @@ def load_model(): tokenizer_revision=kwargs.get("tokenizer_revision", None), do_lower_case=not kwargs.get("disable_lower_case", False), add_special_tokens=not kwargs.get("disable_special_tokens", False), - max_length=kwargs["max_length"], + max_length=kwargs["max_model_len"], dtype=dtype, trust_remote_code=kwargs["trust_remote_code"], tensor_input_names=kwargs.get("tensor_input_names", None), return_token_type_ids=kwargs.get("return_token_type_ids", None), predictor_config=predictor_config, + request_logger=request_logger, ) model.load() return model @@ -247,9 +280,9 @@ def load_model(): logging.configure_logging(args.log_config_file) try: model = load_model() - kserve.ModelServer().start([model] if model.ready else []) + kserve.ModelServer().start([model]) except Exception as e: import sys - logger.error(f"Failed to start model server: {e}") + logger.error(f"Failed to start model server: {e}", exc_info=True) sys.exit(1) diff --git a/python/huggingfaceserver/huggingfaceserver/encoder_model.py b/python/huggingfaceserver/huggingfaceserver/encoder_model.py index ae52d09c6c5..1196a818c72 100644 --- a/python/huggingfaceserver/huggingfaceserver/encoder_model.py +++ b/python/huggingfaceserver/huggingfaceserver/encoder_model.py @@ -16,6 +16,7 @@ from typing import Any, Dict, Optional, Union import torch +import torch.nn.functional as F from accelerate import init_empty_weights from kserve import Model from kserve.errors import InferenceError @@ -30,7 +31,6 @@ from torch import Tensor from transformers import ( AutoConfig, - AutoModel, AutoTokenizer, BatchEncoding, PreTrainedModel, @@ -39,13 +39,14 @@ TensorType, ) +from .request_logger import RequestLogger from .task import ( MLTask, is_generative_task, get_model_class_for_task, infer_task_from_model_architecture, ) -from .utils import _get_and_verify_max_len +from .utils import _get_and_verify_max_len, _mean_pooling class HuggingfaceEncoderModel(Model): # pylint:disable=c-extension-no-member @@ -82,6 +83,7 @@ def __init__( trust_remote_code: bool = False, return_probabilities: bool = False, predictor_config: Optional[PredictorConfig] = None, + request_logger: Optional[RequestLogger] = None, ): super().__init__(model_name, predictor_config) self._device = torch.device("cuda" if torch.cuda.is_available() else "cpu") @@ -96,6 +98,7 @@ def __init__( self.tokenizer_revision = tokenizer_revision self.trust_remote_code = trust_remote_code self.return_probabilities = return_probabilities + self.request_logger = request_logger if model_config: self.model_config = model_config @@ -125,12 +128,13 @@ def load(self) -> bool: model_id_or_path = self.model_id_or_path self.max_length = _get_and_verify_max_len(self.model_config, self.max_length) + model_cls = get_model_class_for_task(self.task) # device_map = "auto" enables model parallelism but all model architcture dont support it. # For pre-check we initialize the model class without weights to check the `_no_split_modules` # device_map = "auto" for models that support this else set to either cuda/cpu with init_empty_weights(): - self._model = AutoModel.from_config(self.model_config) + self._model = model_cls.from_config(self.model_config) device_map = self._device @@ -157,7 +161,6 @@ def load(self) -> bool: # load huggingface model using from_pretrained for inference mode if not self.predictor_host: - model_cls = get_model_class_for_task(self.task) self._model = model_cls.from_pretrained( model_id_or_path, revision=self.model_revision, @@ -188,6 +191,11 @@ def preprocess( context: Dict[str, Any], ) -> Union[BatchEncoding, InferRequest]: instances = get_predict_input(payload) + if isinstance(payload, InferRequest): + request_id = payload.id + else: + request_id = "N.A." + self._log_request(request_id, instances) # Serialize to tensor if self.predictor_host: inputs = self._tokenizer( @@ -201,6 +209,8 @@ def preprocess( ) context["payload"] = payload context["input_ids"] = inputs["input_ids"] + if self.task == MLTask.text_embedding: + context["attention_mask"] = inputs["attention_mask"] infer_inputs = [] for key, input_tensor in inputs.items(): if (not self.tensor_input_names) or (key in self.tensor_input_names): @@ -227,6 +237,8 @@ def preprocess( ) context["payload"] = payload context["input_ids"] = inputs["input_ids"] + if self.task == MLTask.text_embedding: + context["attention_mask"] = inputs["attention_mask"] return inputs async def predict( @@ -242,7 +254,12 @@ async def predict( input_batch = input_batch.to(self._device) try: with torch.no_grad(): - outputs = self._model(**input_batch).logits + outputs = self._model(**input_batch) + if self.task == MLTask.text_embedding.value: + # last_hidden_state contains all token embeddings + outputs = outputs.last_hidden_state + else: + outputs = outputs.logits return outputs except Exception as e: raise InferenceError(str(e)) @@ -299,7 +316,23 @@ def postprocess( predictions = torch.argmax(output, dim=2) inferences.append(predictions.tolist()) return get_predict_response(request, inferences, self.name) + elif self.task == MLTask.text_embedding: + # Perform pooling + outputs = _mean_pooling(outputs, context["attention_mask"]) + # Normalize embeddings + outputs = F.normalize(outputs, p=2, dim=1) + num_rows, _ = outputs.shape + for i in range(num_rows): + inferences.append(outputs[i].tolist()) + return get_predict_response(request, inferences, self.name) else: raise ValueError( f"Unsupported task {self.task}. Please check the supported `task` option." ) + + def _log_request(self, request_id: str, prompt: list[str]) -> None: + if self.request_logger: + self.request_logger.log_inputs( + request_id, + prompt=prompt, + ) diff --git a/python/huggingfaceserver/huggingfaceserver/generative_model.py b/python/huggingfaceserver/huggingfaceserver/generative_model.py index c62eb30438e..f9b6052ece1 100644 --- a/python/huggingfaceserver/huggingfaceserver/generative_model.py +++ b/python/huggingfaceserver/huggingfaceserver/generative_model.py @@ -47,7 +47,6 @@ from kserve.constants.constants import LLM_STATS_KEY from transformers import ( AutoConfig, - AutoModel, AutoTokenizer, GenerationConfig, PreTrainedModel, @@ -59,6 +58,7 @@ set_seed, ) from kserve.metrics import LLMStats +from .request_logger import RequestLogger from .stop_sequence_stopping_criteria import StopSequenceStoppingCriteria from .task import ( @@ -152,6 +152,7 @@ def __init__( tokenizer_revision: Optional[str] = None, trust_remote_code: bool = False, system_fingerprint: Optional[str] = None, + request_logger: Optional[RequestLogger] = None, ): super().__init__(name) self.model_config = model_config @@ -165,11 +166,14 @@ def __init__( self.trust_remote_code = trust_remote_code self._device = torch.device("cuda" if torch.cuda.is_available() else "cpu") self._request_queue = queue.Queue() + self.request_logger = request_logger if model_config: self.model_config = model_config else: - self.model_config = AutoConfig.from_pretrained(self.model_id_or_path) + self.model_config = AutoConfig.from_pretrained( + self.model_id_or_path, trust_remote_code=self.trust_remote_code + ) if task: self.task = task else: @@ -183,12 +187,15 @@ def load(self) -> bool: model_id_or_path = self.model_id_or_path self.max_length = _get_and_verify_max_len(self.model_config, self.max_length) + model_cls = get_model_class_for_task(self.task) - # device_map = "auto" enables model parallelism but all model architcture dont support it. + # device_map = "auto" enables model parallelism but all model architecture don't support it. # For pre-check we initialize the model class without weights to check the `_no_split_modules` # device_map = "auto" for models that support this else set to either cuda/cpu with init_empty_weights(): - self._model = AutoModel.from_config(self.model_config) + self._model = model_cls.from_config( + self.model_config, trust_remote_code=self.trust_remote_code + ) device_map = self._device @@ -222,7 +229,6 @@ def load(self) -> bool: logger.info("Successfully loaded tokenizer") # load huggingface model using from_pretrained for inference mode - model_cls = get_model_class_for_task(self.task) self._model = model_cls.from_pretrained( model_id_or_path, revision=self.model_revision, @@ -387,7 +393,9 @@ def apply_chat_template( prompt=cast( str, self._tokenizer.apply_chat_template( - [m.model_dump() for m in messages], tokenize=False + [m.model_dump() for m in messages], + tokenize=False, + add_generation_prompt=True, ), ) ) @@ -395,6 +403,7 @@ def apply_chat_template( async def create_completion( self, request: CompletionRequest ) -> Union[Completion, AsyncIterator[Completion]]: + self._log_request(request) params = request.params if params.prompt is None: raise ValueError("prompt is required") @@ -492,3 +501,17 @@ async def create_completion( total_tokens=stats.num_prompt_tokens + stats.num_generation_tokens, ), ) + + def _log_request(self, request: CompletionRequest) -> None: + is_prompt_token = isinstance(request.params.prompt, list) and ( + isinstance(request.params.prompt[0], int) + or isinstance(request.params.prompt[0], list) + and isinstance(request.params.prompt[0][0], int) + ) + if self.request_logger: + self.request_logger.log_inputs( + request_id=request.request_id, + prompt=request.params.prompt if not is_prompt_token else None, + prompt_token_ids=request.params.prompt if is_prompt_token else None, + params=request.params.model_dump(exclude={"prompt"}), + ) diff --git a/python/huggingfaceserver/huggingfaceserver/request_logger.py b/python/huggingfaceserver/huggingfaceserver/request_logger.py new file mode 100644 index 00000000000..238bcc3b330 --- /dev/null +++ b/python/huggingfaceserver/huggingfaceserver/request_logger.py @@ -0,0 +1,60 @@ +# Copyright 2024 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from typing import Optional, List, Union, Any + +from kserve.logging import trace_logger + + +class RequestLogger: + + def __init__(self, *, max_log_len: Optional[int]) -> None: + super().__init__() + + self.max_log_len = max_log_len + + def log_inputs( + self, + request_id: str, + prompt: Optional[Union[str, List[str]]] = None, + prompt_token_ids: Optional[List[int]] = None, + params: Optional[Any] = None, + lora_request: Optional[Any] = None, + prompt_adapter_request: Optional[Any] = None, + ) -> None: + max_log_len = self.max_log_len + if max_log_len is not None: + if prompt is not None: + if isinstance(prompt, list): + for i, p in enumerate(prompt): + prompt[i] = p[:max_log_len] + prompt = prompt[:max_log_len] + + if prompt_token_ids is not None: + if isinstance(prompt_token_ids, list): + for i, p in enumerate(prompt_token_ids): + prompt_token_ids[i] = p[:max_log_len] + prompt_token_ids = prompt_token_ids[:max_log_len] + + trace_logger.info( + "Received request %s: prompt: %r, " + "params: %s, prompt_token_ids: %s, " + "lora_request: %s, prompt_adapter_request: %s.", + request_id, + prompt, + params, + prompt_token_ids, + lora_request, + prompt_adapter_request, + ) diff --git a/python/huggingfaceserver/huggingfaceserver/task.py b/python/huggingfaceserver/huggingfaceserver/task.py index 96213488f6c..9a576cc4a14 100644 --- a/python/huggingfaceserver/huggingfaceserver/task.py +++ b/python/huggingfaceserver/huggingfaceserver/task.py @@ -42,6 +42,7 @@ class MLTask(str, Enum): text_generation = auto() text2text_generation = auto() multiple_choice = auto() + text_embedding = auto() @classmethod def _missing_(cls, value: str): @@ -74,6 +75,7 @@ def _missing_(cls, value: str): MLTask.text_generation: AutoModelForCausalLM, MLTask.text2text_generation: AutoModelForSeq2SeqLM, MLTask.multiple_choice: AutoModelForMultipleChoice, + MLTask.text_embedding: AutoModel, } SUPPORTED_TASKS = { @@ -82,6 +84,7 @@ def _missing_(cls, value: str): MLTask.fill_mask, MLTask.text_generation, MLTask.text2text_generation, + MLTask.text_embedding, } diff --git a/python/huggingfaceserver/huggingfaceserver/test_output.py b/python/huggingfaceserver/huggingfaceserver/test_output.py deleted file mode 100644 index 9809838f29e..00000000000 --- a/python/huggingfaceserver/huggingfaceserver/test_output.py +++ /dev/null @@ -1,183 +0,0 @@ -# Copyright 2024 The KServe Authors. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -from pytest import approx - - -bert_token_classification_retrun_prob_expected_output = { - "predictions": [ - [ - [ - { - 0: approx(10.125612258911133), - 1: approx(-1.818464756011963), - 2: approx(-1.3191171884536743), - 3: approx(-1.9324339628219604), - 4: approx(-1.4850239753723145), - 5: approx(-1.69266676902771), - 6: approx(-0.898107647895813), - 7: approx(-1.725127935409546), - 8: approx(0.32057392597198486), - }, - { - 0: approx(9.647306442260742), - 1: approx(-2.112745523452759), - 2: approx(-0.8831668496131897), - 3: approx(-2.719135046005249), - 4: approx(-0.47473397850990295), - 5: approx(-2.2424018383026123), - 6: approx(0.6101505160331726), - 7: approx(-2.2192084789276123), - 8: approx(-0.654518187046051), - }, - { - 0: approx(10.364561080932617), - 1: approx(-2.240158796310425), - 2: approx(-0.9236820340156555), - 3: approx(-2.623302936553955), - 4: approx(-0.501063346862793), - 5: approx(-1.9418426752090454), - 6: approx(-0.041013482958078384), - 7: approx(-2.12089204788208), - 8: approx(-1.2565152645111084), - }, - { - 0: approx(9.21961784362793), - 1: approx(-2.1359012126922607), - 2: approx(-0.1689995676279068), - 3: approx(-3.0277929306030273), - 4: approx(0.2589835822582245), - 5: approx(-2.4426753520965576), - 6: approx(0.4815778136253357), - 7: approx(-2.3223936557769775), - 8: approx(-0.23837946355342865), - }, - { - 0: approx(11.023712158203125), - 1: approx(-2.0757784843444824), - 2: approx(-0.8648976683616638), - 3: approx(-2.6088907718658447), - 4: approx(-0.781069278717041), - 5: approx(-1.7040152549743652), - 6: approx(-0.5265535712242126), - 7: approx(-1.7141871452331543), - 8: approx(-1.0127886533737183), - }, - { - 0: approx(9.288057327270508), - 1: approx(-1.9795234203338623), - 2: approx(0.3095782697200775), - 3: approx(-2.781409740447998), - 4: approx(-0.4492073655128479), - 5: approx(-1.7794851064682007), - 6: approx(-0.3115033507347107), - 7: approx(-2.0755014419555664), - 8: approx(-0.8829556107521057), - }, - { - 0: approx(7.968824863433838), - 1: approx(-2.0212578773498535), - 2: approx(-0.43740716576576233), - 3: approx(-3.6762948036193848), - 4: approx(-0.012759938836097717), - 5: approx(-2.320978879928589), - 6: approx(0.6871926784515381), - 7: approx(-2.541991949081421), - 8: approx(0.32606029510498047), - }, - ] - ], - [ - [ - { - 0: approx(10.125612258911133), - 1: approx(-1.818464756011963), - 2: approx(-1.3191171884536743), - 3: approx(-1.9324339628219604), - 4: approx(-1.4850239753723145), - 5: approx(-1.69266676902771), - 6: approx(-0.898107647895813), - 7: approx(-1.725127935409546), - 8: approx(0.32057392597198486), - }, - { - 0: approx(9.647306442260742), - 1: approx(-2.112745523452759), - 2: approx(-0.8831668496131897), - 3: approx(-2.719135046005249), - 4: approx(-0.47473397850990295), - 5: approx(-2.2424018383026123), - 6: approx(0.6101505160331726), - 7: approx(-2.2192084789276123), - 8: approx(-0.654518187046051), - }, - { - 0: approx(10.364561080932617), - 1: approx(-2.240158796310425), - 2: approx(-0.9236820340156555), - 3: approx(-2.623302936553955), - 4: approx(-0.501063346862793), - 5: approx(-1.9418426752090454), - 6: approx(-0.041013482958078384), - 7: approx(-2.12089204788208), - 8: approx(-1.2565152645111084), - }, - { - 0: approx(9.21961784362793), - 1: approx(-2.1359012126922607), - 2: approx(-0.1689995676279068), - 3: approx(-3.0277929306030273), - 4: approx(0.2589835822582245), - 5: approx(-2.4426753520965576), - 6: approx(0.4815778136253357), - 7: approx(-2.3223936557769775), - 8: approx(-0.23837946355342865), - }, - { - 0: approx(11.023712158203125), - 1: approx(-2.0757784843444824), - 2: approx(-0.8648976683616638), - 3: approx(-2.6088907718658447), - 4: approx(-0.781069278717041), - 5: approx(-1.7040152549743652), - 6: approx(-0.5265535712242126), - 7: approx(-1.7141871452331543), - 8: approx(-1.0127886533737183), - }, - { - 0: approx(9.288057327270508), - 1: approx(-1.9795234203338623), - 2: approx(0.3095782697200775), - 3: approx(-2.781409740447998), - 4: approx(-0.4492073655128479), - 5: approx(-1.7794851064682007), - 6: approx(-0.3115033507347107), - 7: approx(-2.0755014419555664), - 8: approx(-0.8829556107521057), - }, - { - 0: approx(7.968824863433838), - 1: approx(-2.0212578773498535), - 2: approx(-0.43740716576576233), - 3: approx(-3.6762948036193848), - 4: approx(-0.012759938836097717), - 5: approx(-2.320978879928589), - 6: approx(0.6871926784515381), - 7: approx(-2.541991949081421), - 8: approx(0.32606029510498047), - }, - ] - ], - ] -} diff --git a/python/huggingfaceserver/huggingfaceserver/utils.py b/python/huggingfaceserver/huggingfaceserver/utils.py index 1762110270e..32b31a036d0 100644 --- a/python/huggingfaceserver/huggingfaceserver/utils.py +++ b/python/huggingfaceserver/huggingfaceserver/utils.py @@ -12,13 +12,15 @@ # See the License for the specific language governing permissions and # limitations under the License. +import torch from transformers import PretrainedConfig from typing import Optional -from kserve.logging import logger -"This implementation is based on vLLM's _get_and_verify_max_len https://github.com/vllm-project/vllm/blob/a377f0bd5e1fa0ca069e3dbf28f4de5af64d0bb1/vllm/config.py#L1160" +from kserve.logging import logger +# "This implementation is based on vLLM's _get_and_verify_max_len " +# "https://github.com/vllm-project/vllm/blob/a377f0bd5e1fa0ca069e3dbf28f4de5af64d0bb1/vllm/config.py#L1160" def _get_and_verify_max_len( hf_config: PretrainedConfig, max_model_len: Optional[int], @@ -121,3 +123,19 @@ def _get_and_verify_max_len( "value is correct and within the model context size." ) return int(max_model_len) + + +def _mean_pooling(token_embeddings, attention_mask): + """ + Take attention mask into account for correct averaging. + + This implementation is taken from the sentence-transformers library: + https://github.com/UKPLab/sentence-transformers/blob/f012ab33189d23cef0dd00df7c5642ebb0bac2d4/sentence_transformers/model_card_templates.py#L136-L146 + """ + + input_mask_expanded = ( + attention_mask.unsqueeze(-1).expand(token_embeddings.size()).float() + ) + return torch.sum(token_embeddings * input_mask_expanded, 1) / torch.clamp( + input_mask_expanded.sum(1), min=1e-9 + ) diff --git a/python/huggingfaceserver/huggingfaceserver/vllm/utils.py b/python/huggingfaceserver/huggingfaceserver/vllm/utils.py index abfea5ff517..f2cbcbd1d10 100644 --- a/python/huggingfaceserver/huggingfaceserver/vllm/utils.py +++ b/python/huggingfaceserver/huggingfaceserver/vllm/utils.py @@ -36,11 +36,14 @@ def vllm_available() -> bool: def infer_vllm_supported_from_model_architecture( model_config_path: Union[Path, str], + trust_remote_code: bool = False, ) -> bool: if not _vllm: return False - model_config = AutoConfig.from_pretrained(model_config_path) + model_config = AutoConfig.from_pretrained( + model_config_path, trust_remote_code=trust_remote_code + ) for architecture in model_config.architectures: if architecture not in ModelRegistry.get_supported_archs(): logger.info("not a supported model by vLLM") diff --git a/python/huggingfaceserver/huggingfaceserver/vllm/vllm_completions.py b/python/huggingfaceserver/huggingfaceserver/vllm/vllm_completions.py index 8c1a033a683..03390688b9e 100644 --- a/python/huggingfaceserver/huggingfaceserver/vllm/vllm_completions.py +++ b/python/huggingfaceserver/huggingfaceserver/vllm/vllm_completions.py @@ -12,11 +12,8 @@ # See the License for the specific language governing permissions and # limitations under the License. -import time -import torch import asyncio -from vllm.sampling_params import SamplingParams -from vllm.utils import random_uuid +import time from typing import ( AsyncGenerator, AsyncIterator, @@ -26,15 +23,27 @@ Optional, Tuple, Union, + Iterator, ) +from http import HTTPStatus + +import torch +from vllm import PoolingParams +from vllm.entrypoints.logger import RequestLogger +from vllm.inputs.parse import parse_and_batch_prompt +from vllm.lora.request import LoRARequest +from vllm.prompt_adapter.request import PromptAdapterRequest +from vllm.sampling_params import SamplingParams +from vllm.utils import random_uuid + from vllm.outputs import RequestOutput from vllm.entrypoints.openai.serving_completion import ( - parse_prompt_format, merge_async_iterators, ) from vllm.engine.async_llm_engine import AsyncLLMEngine from vllm.transformers_utils.tokenizer import get_tokenizer from vllm.sequence import Logprob + from kserve.protocol.rest.openai.types.openapi import ( Choice as CompletionChoice, CompletionUsage, @@ -42,8 +51,7 @@ CreateCompletionResponse as Completion, Logprobs, ) -from kserve.errors import InvalidInput -from kserve.protocol.rest.openai.errors import OpenAIError +from kserve.protocol.rest.openai.errors import OpenAIError, create_error_response from kserve.protocol.rest.openai import ChatCompletionRequestMessage, CompletionRequest @@ -82,11 +90,12 @@ def logit_bias_logits_processor( class OpenAIServingCompletion: - def __init__(self, engine: AsyncLLMEngine): + def __init__(self, engine: AsyncLLMEngine, request_logger: RequestLogger = None): self.engine = engine self.max_model_len = 0 self.tokenizer = None + self.request_logger = request_logger try: event_loop = asyncio.get_running_loop() @@ -130,27 +139,27 @@ async def create_completion(self, completion_request: CompletionRequest): generators = [] try: sampling_params = to_sampling_params(request) - prompt_is_tokens, prompts = parse_prompt_format(request.prompt) - - for i, prompt in enumerate(prompts): - if prompt_is_tokens: - input_ids = self._validate_prompt_and_tokenize( - request, prompt_ids=prompt - ) - else: - input_ids = self._validate_prompt_and_tokenize( - request, prompt=prompt - ) + prompts = list( + self._tokenize_prompt_input_or_inputs( + request, + request.prompt, + # TODO: Introduce vLLM specific sampling params + # truncate_prompt_tokens=sampling_params.truncate_prompt_tokens, + # add_special_tokens=request.add_special_tokens, + ) + ) + for i, prompt_inputs in enumerate(prompts): + self._log_inputs(request_id, prompt_inputs, sampling_params) generators.append( self.engine.generate( - {"prompt": prompt, "prompt_token_ids": input_ids}, + {"prompt_token_ids": prompt_inputs[0]}, sampling_params, f"{request_id}-{i}", ) ) except Exception as e: - raise OpenAIError(str(e)) + raise e if isinstance(e, OpenAIError) else OpenAIError(str(e)) result_generator: AsyncIterator[Tuple[int, RequestOutput]] = ( merge_async_iterators(*generators) @@ -166,6 +175,7 @@ async def create_completion(self, completion_request: CompletionRequest): if stream: return self.completion_stream_generator( request, + prompts, result_generator, request_id, created_time, @@ -177,6 +187,8 @@ async def create_completion(self, completion_request: CompletionRequest): final_res_batch: List[RequestOutput] = [None] * len(prompts) try: async for i, res in result_generator: + if res.prompt is None: + res.prompt = prompts[i][1] final_res_batch[i] = res response = self.request_output_to_completion_response( final_res_batch, request, request_id, created_time, model_name @@ -189,6 +201,7 @@ async def create_completion(self, completion_request: CompletionRequest): async def completion_stream_generator( self, request: CreateCompletionRequest, + prompts: List[Tuple[List[int], str]], result_generator: AsyncIterator[Tuple[int, RequestOutput]], request_id: str, created_time: int, @@ -201,6 +214,8 @@ async def completion_stream_generator( try: async for prompt_idx, res in result_generator: + if res.prompt is None: + res.prompt = prompts[prompt_idx][1] for output in res.outputs: i = output.index + prompt_idx * request.n @@ -214,8 +229,10 @@ async def completion_stream_generator( elif request.echo and request.max_tokens > 0 and not has_echoed[i]: # echo the prompt and first token delta_text = res.prompt + output.text - delta_token_ids = res.prompt_token_ids + output.token_ids - top_logprobs = res.prompt_logprobs + (output.logprobs or []) + delta_token_ids = res.prompt_token_ids + list(output.token_ids) + top_logprobs = (res.prompt_logprobs or []) + ( + output.logprobs or [] + ) has_echoed[i] = True else: # return just the delta @@ -292,8 +309,10 @@ def request_output_to_completion_response( top_logprobs = prompt_logprobs output_text = prompt_text elif request.echo and request.max_tokens > 0: - token_ids = prompt_token_ids + output.token_ids - top_logprobs = prompt_logprobs + output.logprobs + token_ids = prompt_token_ids + list(output.token_ids) + top_logprobs = output.logprobs or prompt_logprobs + if output.logprobs and prompt_logprobs: + top_logprobs = prompt_logprobs + output.logprobs output_text = prompt_text + output.text else: token_ids = output.token_ids @@ -341,7 +360,9 @@ def apply_chat_template( self, messages: Iterable[ChatCompletionRequestMessage,], ): - return self.tokenizer.apply_chat_template(conversation=messages, tokenize=False) + return self.tokenizer.apply_chat_template( + conversation=messages, tokenize=False, add_generation_prompt=True + ) async def _post_init(self): engine_model_config = await self.engine.get_model_config() @@ -352,70 +373,181 @@ async def _post_init(self): engine_model_config.tokenizer, tokenizer_mode=engine_model_config.tokenizer_mode, trust_remote_code=engine_model_config.trust_remote_code, + revision=engine_model_config.tokenizer_revision, ) - def _validate_prompt_and_tokenize( + def _validate_input( self, - request: Union[CreateCompletionRequest], - prompt: Optional[str] = None, - prompt_ids: Optional[List[int]] = None, - ) -> List[int]: - if not (prompt or prompt_ids): - raise InvalidInput("Either prompt or prompt_ids should be provided.") - if prompt and prompt_ids: - raise InvalidInput("Only one of prompt or prompt_ids should be provided.") - - input_ids = ( - prompt_ids if prompt_ids is not None else self.tokenizer(prompt).input_ids - ) + request: CreateCompletionRequest, + input_ids: List[int], + input_text: str, + ) -> Tuple[List[int], str]: token_num = len(input_ids) if request.max_tokens is None: request.max_tokens = self.max_model_len - token_num if token_num + request.max_tokens > self.max_model_len: - raise InvalidInput( - f"This model's maximum context length is " - f"{self.max_model_len} tokens. However, you requested " - f"{request.max_tokens + token_num} tokens " - f"({token_num} in the messages, " - f"{request.max_tokens} in the completion). " - f"Please reduce the length of the messages or completion.", + raise OpenAIError( + response=create_error_response( + f"This model's maximum context length is " + f"{self.max_model_len} tokens. However, you requested " + f"{request.max_tokens + token_num} tokens " + f"({token_num} in the messages, " + f"{request.max_tokens} in the completion). " + f"Please reduce the length of the messages or completion.", + err_type="BadRequest", + status_code=HTTPStatus.BAD_REQUEST, + ) ) else: - return input_ids + return input_ids, input_text + + def _tokenize_prompt_input_or_inputs( + self, + request: CreateCompletionRequest, + input_or_inputs: Union[str, List[str], List[int], List[List[int]]], + # TODO: Introduce vLLM specific sampling params + # truncate_prompt_tokens: Optional[Annotated[int, Field(ge=1)]] = None, + add_special_tokens: bool = True, + ) -> Iterator[tuple[list[int], str]]: + """ + Tokenize/detokenize depending on the input format. + + According to `OpenAI API `_ + , each input can be a string or array of tokens. Note that each request + can pass one or more inputs. + """ + for prompt_input in parse_and_batch_prompt(input_or_inputs): + # Although our type checking is based on mypy, + # VSCode Pyright extension should still work properly + # "is True" is required for Pyright to perform type narrowing + # See: https://github.com/microsoft/pyright/issues/7672 + if prompt_input["is_tokens"] is False: + yield self._normalize_prompt_text_to_input( + request, + prompt=prompt_input["content"], + # truncate_prompt_tokens=truncate_prompt_tokens, + add_special_tokens=add_special_tokens, + ) + else: + yield self._normalize_prompt_tokens_to_input( + request, + prompt_ids=prompt_input["content"], + # truncate_prompt_tokens=truncate_prompt_tokens, + ) + + def _normalize_prompt_text_to_input( + self, + request: CreateCompletionRequest, + prompt: str, + # TODO: Introduce vLLM specific sampling params + # truncate_prompt_tokens: Optional[Annotated[int, Field(ge=1)]], + add_special_tokens: bool, + ) -> tuple[list[int], str]: + encoded = self.tokenizer(prompt, add_special_tokens=add_special_tokens) + # if truncate_prompt_tokens is not None: + # encoded = self.tokenizer(prompt, + # add_special_tokens=add_special_tokens, + # truncation=True, + # max_length=truncate_prompt_tokens) + + input_ids = encoded.input_ids + input_text = prompt + return self._validate_input(request, input_ids, input_text) + + def _normalize_prompt_tokens_to_input( + self, + request: CreateCompletionRequest, + prompt_ids: List[int], + # TODO: Introduce vLLM specific sampling params + # truncate_prompt_tokens: Optional[Annotated[int, Field(ge=1)]], + ) -> tuple[list[int], str]: + input_ids = prompt_ids + # if truncate_prompt_tokens is not None: + # input_ids = prompt_ids[-truncate_prompt_tokens:] + + input_text = self.tokenizer.decode(input_ids) + return self._validate_input(request, input_ids, input_text) + + def _get_decoded_token(self, logprob: Logprob, token_id: int) -> str: + if logprob.decoded_token is not None: + return logprob.decoded_token + return self.tokenizer.decode(token_id) def _create_logprobs( self, token_ids: List[int], - top_logprobs: Optional[List[Optional[Dict[int, Logprob]]]] = None, - num_output_top_logprobs: Optional[int] = None, + top_logprobs: List[Optional[Dict[int, Logprob]]], + num_output_top_logprobs: int, initial_text_offset: int = 0, ) -> Logprobs: """Create OpenAI-style logprobs.""" - logprobs = Logprobs(text_offset=[], tokens=[], token_logprobs=[]) + logprobs = Logprobs( + text_offset=[], + token_logprobs=[], + tokens=[], + top_logprobs=[], + ) + last_token_len = 0 - if num_output_top_logprobs: - logprobs.top_logprobs = [] + for i, token_id in enumerate(token_ids): step_top_logprobs = top_logprobs[i] - if step_top_logprobs is not None: - token_logprob = step_top_logprobs[token_id].logprob + if step_top_logprobs is None: + token = self.tokenizer.decode(token_id) + logprobs.tokens.append(token) + logprobs.token_logprobs.append(None) + logprobs.top_logprobs.append(None) else: - token_logprob = None - token = step_top_logprobs[token_id].decoded_token - logprobs.tokens.append(token) - logprobs.token_logprobs.append(token_logprob) + token = self._get_decoded_token(step_top_logprobs[token_id], token_id) + token_logprob = max(step_top_logprobs[token_id].logprob, -9999.0) + logprobs.tokens.append(token) + logprobs.token_logprobs.append(token_logprob) + + # makes sure to add the top num_output_top_logprobs + 1 + # logprobs, as defined in the openai API + # (cf. https://github.com/openai/openai-openapi/blob/893ba52242dbd5387a97b96444ee1c742cfce9bd/openapi.yaml#L7153) + logprobs.top_logprobs.append( + { + # Convert float("-inf") to the + # JSON-serializable float that OpenAI uses + self._get_decoded_token(top_lp[1], top_lp[0]): max( + top_lp[1].logprob, -9999.0 + ) + for i, top_lp in enumerate(step_top_logprobs.items()) + if num_output_top_logprobs >= i + } + ) + if len(logprobs.text_offset) == 0: logprobs.text_offset.append(initial_text_offset) else: logprobs.text_offset.append(logprobs.text_offset[-1] + last_token_len) last_token_len = len(token) - if num_output_top_logprobs: - logprobs.top_logprobs.append( - {p.decoded_token: p.logprob for i, p in step_top_logprobs.items()} - if step_top_logprobs - else None - ) return logprobs + + def _log_inputs( + self, + request_id: str, + input: Tuple[List[int], str], + params: Optional[Union[SamplingParams, PoolingParams]] = None, + lora_request: Optional[LoRARequest] = None, + prompt_adapter_request: Optional[PromptAdapterRequest] = None, + ): + if self.request_logger is None: + return + prompt_token_ids, prompt = input + max_log_len = self.request_logger.max_log_len + if max_log_len is not None: + prompt = prompt[:max_log_len] + prompt_token_ids = prompt_token_ids[:max_log_len] + self.request_logger.log_inputs( + request_id, + prompt, + prompt_token_ids, + params, + lora_request, + prompt_adapter_request, + ) diff --git a/python/huggingfaceserver/huggingfaceserver/vllm/vllm_model.py b/python/huggingfaceserver/huggingfaceserver/vllm/vllm_model.py index 059af5098e3..1033da0f8f3 100644 --- a/python/huggingfaceserver/huggingfaceserver/vllm/vllm_model.py +++ b/python/huggingfaceserver/huggingfaceserver/vllm/vllm_model.py @@ -12,10 +12,13 @@ # See the License for the specific language governing permissions and # limitations under the License. -from typing import Any, AsyncIterator, Iterable, Optional, Union +from typing import AsyncIterator, Iterable, Optional, Union import torch +from vllm.entrypoints.logger import RequestLogger + from kserve import Model +from kserve.errors import ModelNotReady from kserve.model import PredictorConfig from kserve.protocol.rest.openai import ( ChatCompletionRequestMessage, @@ -25,31 +28,44 @@ ) from kserve.protocol.rest.openai.types import Completion from vllm.engine.async_llm_engine import AsyncLLMEngine +from vllm import AsyncEngineArgs from .vllm_completions import OpenAIServingCompletion class VLLMModel(Model, OpenAIChatAdapterModel): # pylint:disable=c-extension-no-member vllm_engine: AsyncLLMEngine - vllm_engine_args: Any = None + vllm_engine_args: AsyncEngineArgs = None ready: bool = False def __init__( self, model_name: str, - engine_args=None, + engine_args: AsyncEngineArgs = None, predictor_config: Optional[PredictorConfig] = None, + request_logger: Optional[RequestLogger] = None, ): super().__init__(model_name, predictor_config) self.vllm_engine_args = engine_args + self.request_logger = request_logger def load(self) -> bool: - self.vllm_engine_args.tensor_parallel_size = torch.cuda.device_count() + if torch.cuda.is_available(): + self.vllm_engine_args.tensor_parallel_size = torch.cuda.device_count() self.vllm_engine = AsyncLLMEngine.from_engine_args(self.vllm_engine_args) - self.openai_serving_completion = OpenAIServingCompletion(self.vllm_engine) + self.openai_serving_completion = OpenAIServingCompletion( + self.vllm_engine, self.request_logger + ) self.ready = True return self.ready + async def healthy(self) -> bool: + try: + await self.vllm_engine.check_health() + except Exception as e: + raise ModelNotReady(self.name) from e + return True + def apply_chat_template( self, messages: Iterable[ChatCompletionRequestMessage,], diff --git a/python/huggingfaceserver/poetry.lock b/python/huggingfaceserver/poetry.lock index 2fc0205d7e9..2d7f1249f78 100644 --- a/python/huggingfaceserver/poetry.lock +++ b/python/huggingfaceserver/poetry.lock @@ -1,19 +1,19 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. 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"huggingfaceserver" -version = "0.13.0" +version = "0.14.0" description = "Model Server implementation for huggingface. Not intended for use outside KServe Frameworks Images." authors = ["Dan Sun "] license = "https://github.com/kserve/kserve/blob/master/LICENSE" @@ -10,12 +10,13 @@ packages = [ ] [tool.poetry.dependencies] -python = ">=3.9,<3.12" +python = ">=3.9,<3.13" kserve = { path = "../kserve", extras = ["storage"], develop = true } -transformers = "~4.40.2" -accelerate = "~0.30.0" -torch = "~2.3.0" -vllm = { version = "^0.4.3", optional = true } +transformers = "~4.43.3" +accelerate = "~0.32.0" +torch = "~2.4.0" +vllm = { version = "^0.6.1.post2", optional = true } +setuptools = {version = "^70.0.0", python = "3.12"} # setuptools is not part of python 3.12 [tool.poetry.extras] vllm = [ @@ -26,11 +27,11 @@ vllm = [ optional = true [tool.poetry.group.test.dependencies] -pytest = "^7.2.0" -pytest-cov = "^4.0.0" +pytest = "^7.4.4" +pytest-cov = "^5.0.0" mypy = "^0.991" -pytest-asyncio = "^0.20.3" -pytest_httpx = "^v0.28.0" +pytest-asyncio = ">=0.23.4, <1.0.0" +pytest_httpx = "^v0.30.0" [tool.poetry.group.dev] optional = true diff --git a/python/huggingfaceserver/huggingfaceserver/test_model.py b/python/huggingfaceserver/tests/test_model.py similarity index 84% rename from python/huggingfaceserver/huggingfaceserver/test_model.py rename to python/huggingfaceserver/tests/test_model.py index d02ba1dbe18..170d6d74d4e 100644 --- a/python/huggingfaceserver/huggingfaceserver/test_model.py +++ b/python/huggingfaceserver/tests/test_model.py @@ -13,7 +13,7 @@ # limitations under the License. import pytest - +import torch from kserve.model import PredictorConfig from kserve.protocol.rest.openai import ChatCompletionRequest, CompletionRequest from kserve.protocol.rest.openai.types import ( @@ -24,12 +24,12 @@ from transformers import AutoConfig from pytest import approx -from .task import infer_task_from_model_architecture -from .encoder_model import HuggingfaceEncoderModel -from .generative_model import HuggingfaceGenerativeModel -from .task import MLTask -import torch -from .test_output import bert_token_classification_retrun_prob_expected_output +from huggingfaceserver.task import infer_task_from_model_architecture +from huggingfaceserver.encoder_model import HuggingfaceEncoderModel +from huggingfaceserver.generative_model import HuggingfaceGenerativeModel +from huggingfaceserver.task import MLTask +from test_output import bert_token_classification_return_prob_expected_output +import torch.nn.functional as F @pytest.fixture(scope="module") @@ -98,7 +98,7 @@ def bert_base_return_prob(): @pytest.fixture(scope="module") -def bert_token_classification_retrun_prob(): +def bert_token_classification_return_prob(): model = HuggingfaceEncoderModel( "bert-large-cased-finetuned-conll03-english", model_id_or_path="dbmdz/bert-large-cased-finetuned-conll03-english", @@ -139,6 +139,18 @@ def openai_gpt_model(): model.stop() +@pytest.fixture(scope="module") +def text_embedding(): + model = HuggingfaceEncoderModel( + "mxbai-embed-large-v1", + model_id_or_path="mixedbread-ai/mxbai-embed-large-v1", + task=MLTask.text_embedding, + ) + model.load() + yield model + model.stop() + + def test_unsupported_model(): config = AutoConfig.from_pretrained("google/tapas-base-finetuned-wtq") with pytest.raises(ValueError) as err_info: @@ -188,7 +200,7 @@ async def test_t5_bad_params(t5_model: HuggingfaceGenerativeModel): @pytest.mark.asyncio async def test_bert(bert_base_model: HuggingfaceEncoderModel): - response = await bert_base_model( + response, _ = await bert_base_model( { "instances": [ "The capital of France is [MASK].", @@ -214,7 +226,7 @@ async def test_model_revision(request: HuggingfaceEncoderModel): model.load() request.addfinalizer(model.stop) - response = await model( + response, _ = await model( { "instances": [ "The capital of France is [MASK].", @@ -228,8 +240,10 @@ async def test_model_revision(request: HuggingfaceEncoderModel): @pytest.mark.asyncio async def test_bert_predictor_host(request, httpx_mock: HTTPXMock): + model_name = "bert" httpx_mock.add_response( json={ + "model_name": model_name, "outputs": [ { "name": "OUTPUT__0", @@ -237,12 +251,12 @@ async def test_bert_predictor_host(request, httpx_mock: HTTPXMock): "data": [1] * 9 * 758, "datatype": "INT64", } - ] + ], } ) model = HuggingfaceEncoderModel( - "bert", + model_name, model_id_or_path="google-bert/bert-base-uncased", tensor_input_names="input_ids", predictor_config=PredictorConfig( @@ -252,7 +266,7 @@ async def test_bert_predictor_host(request, httpx_mock: HTTPXMock): model.load() request.addfinalizer(model.stop) - response = await model( + response, _ = await model( {"instances": ["The capital of France is [MASK]."]}, headers={} ) assert response == {"predictions": ["[PAD]"]} @@ -261,7 +275,7 @@ async def test_bert_predictor_host(request, httpx_mock: HTTPXMock): @pytest.mark.asyncio async def test_bert_sequence_classification(bert_base_yelp_polarity): request = "Hello, my dog is cute." - response = await bert_base_yelp_polarity( + response, _ = await bert_base_yelp_polarity( {"instances": [request, request]}, headers={} ) assert response == {"predictions": [1, 1]} @@ -270,7 +284,7 @@ async def test_bert_sequence_classification(bert_base_yelp_polarity): @pytest.mark.asyncio async def test_bert_sequence_classification_return_probabilities(bert_base_return_prob): request = "Hello, my dog is cute." - response = await bert_base_return_prob( + response, _ = await bert_base_return_prob( {"instances": [request, request]}, headers={} ) @@ -284,19 +298,20 @@ async def test_bert_sequence_classification_return_probabilities(bert_base_retur @pytest.mark.asyncio async def test_bert_token_classification_return_prob( - bert_token_classification_retrun_prob, + bert_token_classification_return_prob, ): request = "Hello, my dog is cute." - response = await bert_token_classification_retrun_prob( + + response, _ = await bert_token_classification_return_prob( {"instances": [request, request]}, headers={} ) - assert response == bert_token_classification_retrun_prob_expected_output + assert response == bert_token_classification_return_prob_expected_output @pytest.mark.asyncio async def test_bert_token_classification(bert_token_classification): request = "HuggingFace is a company based in Paris and New York" - response = await bert_token_classification( + response, _ = await bert_token_classification( {"instances": [request, request]}, headers={} ) assert response == { @@ -330,7 +345,8 @@ async def test_bloom_completion_max_tokens(bloom_model: HuggingfaceGenerativeMod prompt="Hello, my dog is cute", stream=False, echo=True, - max_tokens=100, # bloom doesn't have any field specifying context length. Our implementation would default to 2048. Testing with something longer than HF's default max_length of 20 + max_tokens=100, + # bloom doesn't have any field specifying context length. Our implementation would default to 2048. Testing with something longer than HF's default max_length of 20 ) request = CompletionRequest(params=params, context={}) response = await bloom_model.create_completion(request) @@ -412,13 +428,42 @@ async def test_bloom_chat_completion_streaming(bloom_model: HuggingfaceGenerativ ) +@pytest.mark.asyncio +async def test_text_embedding(text_embedding): + def cosine_similarity(a: torch.Tensor, b: torch.Tensor) -> torch.Tensor: + if len(a.shape) == 1: + a = a.unsqueeze(0) + + if len(b.shape) == 1: + b = b.unsqueeze(0) + + a_norm = F.normalize(a, p=2, dim=1) + b_norm = F.normalize(b, p=2, dim=1) + return torch.mm(a_norm, b_norm.transpose(0, 1)) + + requests = ["I'm happy", "I'm full of happiness", "They were at the park."] + response, _ = await text_embedding({"instances": requests}, headers={}) + predictions = response["predictions"] + + # The first two requests are semantically similar, so the cosine similarity should be high + assert ( + cosine_similarity(torch.tensor(predictions[0]), torch.tensor(predictions[1]))[0] + > 0.9 + ) + # The third request is semantically different, so the cosine similarity should be low + assert ( + cosine_similarity(torch.tensor(predictions[0]), torch.tensor(predictions[2]))[0] + < 0.55 + ) + + @pytest.mark.asyncio async def test_input_padding(bert_base_yelp_polarity: HuggingfaceEncoderModel): # inputs with different lengths will throw an error # unless we set padding=True in the tokenizer request_one = "Hello, my dog is cute." request_two = "Hello there, my dog is cute." - response = await bert_base_yelp_polarity( + response, _ = await bert_base_yelp_polarity( {"instances": [request_one, request_two]}, headers={} ) assert response == {"predictions": [1, 1]} @@ -430,7 +475,7 @@ async def test_input_truncation(bert_base_yelp_polarity: HuggingfaceEncoderModel # this request exceeds that, so it will throw an error # unless we set truncation=True in the tokenizer request = "good " * 600 - response = await bert_base_yelp_polarity({"instances": [request]}, headers={}) + response, _ = await bert_base_yelp_polarity({"instances": [request]}, headers={}) assert response == {"predictions": [1]} diff --git a/python/huggingfaceserver/tests/test_output.py b/python/huggingfaceserver/tests/test_output.py new file mode 100644 index 00000000000..81b192640e1 --- /dev/null +++ b/python/huggingfaceserver/tests/test_output.py @@ -0,0 +1,183 @@ +# Copyright 2024 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from pytest import approx + + +bert_token_classification_return_prob_expected_output = { + "predictions": [ + [ + [ + { + 0: approx(10.125612258911133, abs=0.000009), + 1: approx(-1.818464756011963, abs=0.000009), + 2: approx(-1.3191171884536743, abs=0.000009), + 3: approx(-1.9324339628219604, abs=0.000009), + 4: approx(-1.4850239753723145, abs=0.000009), + 5: approx(-1.69266676902771, abs=0.000009), + 6: approx(-0.898107647895813, abs=0.000009), + 7: approx(-1.725127935409546, abs=0.000009), + 8: approx(0.32057392597198486, abs=0.000009), + }, + { + 0: approx(9.647306442260742, abs=0.000009), + 1: approx(-2.112745523452759, abs=0.000009), + 2: approx(-0.8831668496131897, abs=0.000009), + 3: approx(-2.719135046005249, abs=0.000009), + 4: approx(-0.47473397850990295, abs=0.000009), + 5: approx(-2.2424018383026123, abs=0.000009), + 6: approx(0.6101505160331726, abs=0.000009), + 7: approx(-2.2192084789276123, abs=0.000009), + 8: approx(-0.654518187046051, abs=0.000009), + }, + { + 0: approx(10.364561080932617, abs=0.000009), + 1: approx(-2.240158796310425, abs=0.000009), + 2: approx(-0.9236820340156555, abs=0.000009), + 3: approx(-2.623302936553955, abs=0.000009), + 4: approx(-0.501063346862793, abs=0.000009), + 5: approx(-1.9418426752090454, abs=0.000009), + 6: approx(-0.041013482958078384, abs=0.000009), + 7: approx(-2.12089204788208, abs=0.000009), + 8: approx(-1.2565152645111084, abs=0.000009), + }, + { + 0: approx(9.21961784362793, abs=0.000009), + 1: approx(-2.1359012126922607, abs=0.000009), + 2: approx(-0.1689995676279068, abs=0.000009), + 3: approx(-3.0277929306030273, abs=0.000009), + 4: approx(0.2589835822582245, abs=0.000009), + 5: approx(-2.4426753520965576, abs=0.000009), + 6: approx(0.4815778136253357, abs=0.000009), + 7: approx(-2.3223936557769775, abs=0.000009), + 8: approx(-0.23837946355342865, abs=0.000009), + }, + { + 0: approx(11.023712158203125, abs=0.000009), + 1: approx(-2.0757784843444824, abs=0.000009), + 2: approx(-0.8648976683616638, abs=0.000009), + 3: approx(-2.6088907718658447, abs=0.000009), + 4: approx(-0.781069278717041, abs=0.000009), + 5: approx(-1.7040152549743652, abs=0.000009), + 6: approx(-0.5265535712242126, abs=0.000009), + 7: approx(-1.7141871452331543, abs=0.000009), + 8: approx(-1.0127886533737183, abs=0.000009), + }, + { + 0: approx(9.288057327270508, abs=0.000009), + 1: approx(-1.9795234203338623, abs=0.000009), + 2: approx(0.3095782697200775, abs=0.000009), + 3: approx(-2.781409740447998, abs=0.000009), + 4: approx(-0.4492073655128479, abs=0.000009), + 5: approx(-1.7794851064682007, abs=0.000009), + 6: approx(-0.3115033507347107, abs=0.000009), + 7: approx(-2.0755014419555664, abs=0.000009), + 8: approx(-0.8829556107521057, abs=0.000009), + }, + { + 0: approx(7.968824863433838, abs=0.000009), + 1: approx(-2.0212578773498535, abs=0.000009), + 2: approx(-0.43740716576576233, abs=0.000009), + 3: approx(-3.6762948036193848, abs=0.000009), + 4: approx(-0.012759938836097717, abs=0.000009), + 5: approx(-2.320978879928589, abs=0.000009), + 6: approx(0.6871926784515381, abs=0.000009), + 7: approx(-2.541991949081421, abs=0.000009), + 8: approx(0.32606029510498047, abs=0.000009), + }, + ] + ], + [ + [ + { + 0: approx(10.125612258911133, abs=0.000009), + 1: approx(-1.818464756011963, abs=0.000009), + 2: approx(-1.3191171884536743, abs=0.000009), + 3: approx(-1.9324339628219604, abs=0.000009), + 4: approx(-1.4850239753723145, abs=0.000009), + 5: approx(-1.69266676902771, abs=0.000009), + 6: approx(-0.898107647895813, abs=0.000009), + 7: approx(-1.725127935409546, abs=0.000009), + 8: approx(0.32057392597198486, abs=0.000009), + }, + { + 0: approx(9.647306442260742, abs=0.000009), + 1: approx(-2.112745523452759, abs=0.000009), + 2: approx(-0.8831668496131897, abs=0.000009), + 3: approx(-2.719135046005249, abs=0.000009), + 4: approx(-0.47473397850990295, abs=0.000009), + 5: approx(-2.2424018383026123, abs=0.000009), + 6: approx(0.6101505160331726, abs=0.000009), + 7: approx(-2.2192084789276123, abs=0.000009), + 8: approx(-0.654518187046051, abs=0.000009), + }, + { + 0: approx(10.364561080932617, abs=0.000009), + 1: approx(-2.240158796310425, abs=0.000009), + 2: approx(-0.9236820340156555, abs=0.000009), + 3: approx(-2.623302936553955, abs=0.000009), + 4: approx(-0.501063346862793, abs=0.000009), + 5: approx(-1.9418426752090454, abs=0.000009), + 6: approx(-0.041013482958078384, abs=0.000009), + 7: approx(-2.12089204788208, abs=0.000009), + 8: approx(-1.2565152645111084, abs=0.000009), + }, + { + 0: approx(9.21961784362793, abs=0.000009), + 1: approx(-2.1359012126922607, abs=0.000009), + 2: approx(-0.1689995676279068, abs=0.000009), + 3: approx(-3.0277929306030273, abs=0.000009), + 4: approx(0.2589835822582245, abs=0.000009), + 5: approx(-2.4426753520965576, abs=0.000009), + 6: approx(0.4815778136253357, abs=0.000009), + 7: approx(-2.3223936557769775, abs=0.000009), + 8: approx(-0.23837946355342865, abs=0.000009), + }, + { + 0: approx(11.023712158203125, abs=0.000009), + 1: approx(-2.0757784843444824, abs=0.000009), + 2: approx(-0.8648976683616638, abs=0.000009), + 3: approx(-2.6088907718658447, abs=0.000009), + 4: approx(-0.781069278717041, abs=0.000009), + 5: approx(-1.7040152549743652, abs=0.000009), + 6: approx(-0.5265535712242126, abs=0.000009), + 7: approx(-1.7141871452331543, abs=0.000009), + 8: approx(-1.0127886533737183, abs=0.000009), + }, + { + 0: approx(9.288057327270508, abs=0.000009), + 1: approx(-1.9795234203338623, abs=0.000009), + 2: approx(0.3095782697200775, abs=0.000009), + 3: approx(-2.781409740447998, abs=0.000009), + 4: approx(-0.4492073655128479, abs=0.000009), + 5: approx(-1.7794851064682007, abs=0.000009), + 6: approx(-0.3115033507347107, abs=0.000009), + 7: approx(-2.0755014419555664, abs=0.000009), + 8: approx(-0.8829556107521057, abs=0.000009), + }, + { + 0: approx(7.968824863433838, abs=0.000009), + 1: approx(-2.0212578773498535, abs=0.000009), + 2: approx(-0.43740716576576233, abs=0.000009), + 3: approx(-3.6762948036193848, abs=0.000009), + 4: approx(-0.012759938836097717, abs=0.000009), + 5: approx(-2.320978879928589, abs=0.000009), + 6: approx(0.6871926784515381, abs=0.000009), + 7: approx(-2.541991949081421, abs=0.000009), + 8: approx(0.32606029510498047, abs=0.000009), + }, + ] + ], + ] +} diff --git a/python/huggingfaceserver/tests/test_vllm_model.py b/python/huggingfaceserver/tests/test_vllm_model.py new file mode 100644 index 00000000000..67af0357c23 --- /dev/null +++ b/python/huggingfaceserver/tests/test_vllm_model.py @@ -0,0 +1,2821 @@ +# Copyright 2024 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from typing import AsyncIterator +from unittest import mock + +import pytest +from _pytest.monkeypatch import MonkeyPatch +from vllm import AsyncLLMEngine, AsyncEngineArgs, RequestOutput +from vllm.config import ModelConfig + +from huggingfaceserver.vllm.vllm_completions import OpenAIServingCompletion +from huggingfaceserver.vllm.vllm_model import VLLMModel +from kserve.logging import logger +from kserve.protocol.rest.openai import ChatCompletionRequest, CompletionRequest +from kserve.protocol.rest.openai.errors import OpenAIError +from kserve.protocol.rest.openai.types import ( + CreateChatCompletionRequest, + CreateCompletionRequest, + ChatCompletionChoice, + CompletionUsage, + ChatCompletionResponseMessage, + ChatCompletionChoiceLogprobs, + CompletionChoice, + Logprobs, +) +from kserve.protocol.rest.openai.types.openapi import ( + CreateChatCompletionResponse, + ChatCompletionTokenLogprob, + TopLogprob, + CreateCompletionResponse, + Choice, +) +from vllm_mock_outputs import ( + opt_chat_cmpl_chunks, + opt_chat_cmpl_chunks_with_logprobs, + opt_cmpl_chunks, + opt_cmpl_chunks_with_logprobs, + opt_cmpl_chunks_with_two_prompts, + opt_cmpl_chunks_with_two_prompts_log_probs, + opt_cmpl_chunks_with_n_2, + opt_cmpl_chunks_with_n_3, + opt_cmpl_chunks_with_logit_bias, + opt_chat_cmpl_chunks_with_logit_bias, + opt_cmpl_chunks_with_echo_logprobs, +) + + +@pytest.fixture(scope="module") +def vllm_opt_model(): + model_id = "facebook/opt-125m" + dtype = "float32" + max_model_len = 512 + + async def mock_get_model_config(): + return ModelConfig( + model=model_id, + tokenizer=model_id, + tokenizer_mode="auto", + trust_remote_code=False, + seed=0, + dtype=dtype, + max_model_len=max_model_len, + ) + + mock_vllm_engine = mock.AsyncMock(spec=AsyncLLMEngine) + mock_vllm_engine.get_model_config = mock_get_model_config + + def mock_load(self) -> bool: + self.vllm_engine = mock_vllm_engine + self.openai_serving_completion = OpenAIServingCompletion(mock_vllm_engine) + self.ready = True + return self.ready + + mp = MonkeyPatch() + mp.setattr(VLLMModel, "load", mock_load) + + model = VLLMModel( + "opt-125m", + engine_args=AsyncEngineArgs( + model=model_id, dtype=dtype, max_model_len=max_model_len + ), + ) + model.load() + yield model, mock_vllm_engine + model.stop() + mp.undo() + + +def compare_response_to_expected(actual, expected, fields_to_compare=None) -> bool: + if fields_to_compare is None: + fields_to_compare = [ + "id", + "choices", + "system_fingerprint", + "object", + "usage", + "model", + "created", + ] + for field in fields_to_compare: + if field == "created": + if not isinstance(getattr(actual, field), int): + logger.error( + "expected: %s\n got: %s", "int", type(getattr(actual, field)) + ) + return False + elif not getattr(actual, field) == getattr(expected, field): + logger.error( + "expected: %s\n got: %s", + getattr(expected, field), + getattr(actual, field), + ) + return False + return True + + +@pytest.mark.asyncio() +class TestChatCompletions: + + async def test_vllm_chat_completion_facebook_opt_model_without_request_id( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = None + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + nonlocal request_id + request_id = args[2] + request_id = request_id.rsplit("-", 1)[0] + for cmpl_chunk in opt_chat_cmpl_chunks: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + messages = [ + { + "role": "system", + "content": "You are a friendly chatbot who always responds in the style of a pirate", + }, + { + "role": "user", + "content": "How many helicopters can a human eat in one sitting?", + }, + ] + params = CreateChatCompletionRequest( + model="opt-125m", + messages=messages, + stream=False, + max_tokens=10, + ) + request = ChatCompletionRequest(params=params, context={}) + response = await opt_model.create_chat_completion(request) + expected = CreateChatCompletionResponse( + id=request_id, + choices=[ + ChatCompletionChoice( + finish_reason="length", + index=0, + message=ChatCompletionResponseMessage( + content="Most redditors know the tiny difference between Frogling", + tool_calls=None, + role="assistant", + function_call=None, + ), + logprobs=None, + ) + ], + created=1719498299, + model="opt-125m", + system_fingerprint=None, + object="chat.completion", + usage=CompletionUsage( + completion_tokens=10, prompt_tokens=29, total_tokens=39 + ), + ) + assert compare_response_to_expected(response, expected) is True + + async def test_vllm_chat_completion_facebook_opt_model_with_max_token( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_chat_cmpl_chunks: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + messages = [ + { + "role": "system", + "content": "You are a friendly chatbot who always responds in the style of a pirate", + }, + { + "role": "user", + "content": "How many helicopters can a human eat in one sitting?", + }, + ] + params = CreateChatCompletionRequest( + model="opt-125m", + messages=messages, + stream=False, + max_tokens=10, + ) + request = ChatCompletionRequest( + request_id=request_id, params=params, context={} + ) + response = await opt_model.create_chat_completion(request) + expected = CreateChatCompletionResponse( + id=request_id, + choices=[ + ChatCompletionChoice( + finish_reason="length", + index=0, + message=ChatCompletionResponseMessage( + content="Most redditors know the tiny difference between Frogling", + tool_calls=None, + role="assistant", + function_call=None, + ), + logprobs=None, + ) + ], + created=1719498299, + model="opt-125m", + system_fingerprint=None, + object="chat.completion", + usage=CompletionUsage( + completion_tokens=10, prompt_tokens=29, total_tokens=39 + ), + ) + assert compare_response_to_expected(response, expected) is True + + async def test_vllm_chat_completion_facebook_opt_model_with_max_token_stream( + self, vllm_opt_model + ): + model_name = "opt-125m" + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_chat_cmpl_chunks: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + messages = [ + { + "role": "system", + "content": "You are a friendly chatbot who always responds in the style of a pirate", + }, + { + "role": "user", + "content": "How many helicopters can a human eat in one sitting?", + }, + ] + params = CreateChatCompletionRequest( + model=model_name, + messages=messages, + stream=True, + max_tokens=10, + ) + request = ChatCompletionRequest( + request_id=request_id, params=params, context={} + ) + response_iterator = await opt_model.create_chat_completion(request) + completion = "" + async for resp in response_iterator: + assert len(resp.choices) == 1 + completion += resp.choices[0].delta.content + assert resp.choices[0].logprobs is None + assert resp.model == model_name + assert resp.id == request_id + assert isinstance(resp.id, str) + assert resp.object == "chat.completion.chunk" + assert resp.system_fingerprint is None + assert isinstance(resp.created, int) + + assert completion == "Most redditors know the tiny difference between Frogling" + + async def test_vllm_chat_completion_facebook_opt_model_with_logprobs( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + model_name = "opt-125m" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_chat_cmpl_chunks_with_logprobs: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + messages = [ + { + "role": "system", + "content": "You are a friendly chatbot who always responds in the style of a pirate", + }, + { + "role": "user", + "content": "How many helicopters can a human eat in one sitting?", + }, + ] + params = CreateChatCompletionRequest( + model=model_name, + messages=messages, + stream=False, + max_tokens=10, + log_probs=True, + top_logprobs=2, + ) + request = ChatCompletionRequest( + request_id=request_id, params=params, context={} + ) + response = await opt_model.create_chat_completion(request) + expected = CreateChatCompletionResponse( + id=request_id, + choices=[ + ChatCompletionChoice( + finish_reason="length", + index=0, + message=ChatCompletionResponseMessage( + content="Most redditors know the tiny difference between Frogling", + tool_calls=None, + role="assistant", + function_call=None, + ), + logprobs=ChatCompletionChoiceLogprobs( + content=[ + ChatCompletionTokenLogprob( + token="Most", + logprob=-6.909554481506348, + bytes=[77, 111, 115, 116], + top_logprobs=[ + TopLogprob( + token="Most", + logprob=-6.909554481506348, + bytes=[77, 111, 115, 116], + ), + TopLogprob( + token="I", + logprob=-2.197445869445801, + bytes=[73], + ), + TopLogprob( + token="The", + logprob=-3.4867753982543945, + bytes=[84, 104, 101], + ), + ], + ), + ChatCompletionTokenLogprob( + token=" redd", + logprob=-7.630484580993652, + bytes=[32, 114, 101, 100, 100], + top_logprobs=[ + TopLogprob( + token=" redd", + logprob=-7.630484580993652, + bytes=[32, 114, 101, 100, 100], + ), + TopLogprob( + token=" of", + logprob=-1.8084166049957275, + bytes=[32, 111, 102], + ), + TopLogprob( + token=" people", + logprob=-2.3389289379119873, + bytes=[32, 112, 101, 111, 112, 108, 101], + ), + ], + ), + ChatCompletionTokenLogprob( + token="itors", + logprob=-0.039746206253767014, + bytes=[105, 116, 111, 114, 115], + top_logprobs=[ + TopLogprob( + token="itors", + logprob=-0.039746206253767014, + bytes=[105, 116, 111, 114, 115], + ), + TopLogprob( + token="itor", + logprob=-4.065564155578613, + bytes=[105, 116, 111, 114], + ), + ], + ), + ChatCompletionTokenLogprob( + token=" know", + logprob=-4.415658473968506, + bytes=[32, 107, 110, 111, 119], + top_logprobs=[ + TopLogprob( + token=" know", + logprob=-4.415658473968506, + bytes=[32, 107, 110, 111, 119], + ), + TopLogprob( + token=" are", + logprob=-1.5063375234603882, + bytes=[32, 97, 114, 101], + ), + TopLogprob( + token=" don", + logprob=-2.7589268684387207, + bytes=[32, 100, 111, 110], + ), + ], + ), + ChatCompletionTokenLogprob( + token=" the", + logprob=-2.7328412532806396, + bytes=[32, 116, 104, 101], + top_logprobs=[ + TopLogprob( + token=" the", + logprob=-2.7328412532806396, + bytes=[32, 116, 104, 101], + ), + TopLogprob( + token=" that", + logprob=-1.2675859928131104, + bytes=[32, 116, 104, 97, 116], + ), + TopLogprob( + token=" this", + logprob=-2.295158624649048, + bytes=[32, 116, 104, 105, 115], + ), + ], + ), + ChatCompletionTokenLogprob( + token=" tiny", + logprob=-9.554351806640625, + bytes=[32, 116, 105, 110, 121], + top_logprobs=[ + TopLogprob( + token=" tiny", + logprob=-9.554351806640625, + bytes=[32, 116, 105, 110, 121], + ), + TopLogprob( + token=" answer", + logprob=-1.7232582569122314, + bytes=[32, 97, 110, 115, 119, 101, 114], + ), + TopLogprob( + token=" difference", + logprob=-3.347280740737915, + bytes=[ + 32, + 100, + 105, + 102, + 102, + 101, + 114, + 101, + 110, + 99, + 101, + ], + ), + ], + ), + ChatCompletionTokenLogprob( + token=" difference", + logprob=-4.9500274658203125, + bytes=[ + 32, + 100, + 105, + 102, + 102, + 101, + 114, + 101, + 110, + 99, + 101, + ], + top_logprobs=[ + TopLogprob( + token=" difference", + logprob=-4.9500274658203125, + bytes=[ + 32, + 100, + 105, + 102, + 102, + 101, + 114, + 101, + 110, + 99, + 101, + ], + ), + TopLogprob( + token=" amount", + logprob=-3.1549720764160156, + bytes=[32, 97, 109, 111, 117, 110, 116], + ), + TopLogprob( + token=" little", + logprob=-3.626887798309326, + bytes=[32, 108, 105, 116, 116, 108, 101], + ), + ], + ), + ChatCompletionTokenLogprob( + token=" between", + logprob=-0.08497463166713715, + bytes=[32, 98, 101, 116, 119, 101, 101, 110], + top_logprobs=[ + TopLogprob( + token=" between", + logprob=-0.08497463166713715, + bytes=[32, 98, 101, 116, 119, 101, 101, 110], + ), + TopLogprob( + token=" in", + logprob=-3.210397958755493, + bytes=[32, 105, 110], + ), + ], + ), + ChatCompletionTokenLogprob( + token=" Frog", + logprob=-12.07158374786377, + bytes=[32, 70, 114, 111, 103], + top_logprobs=[ + TopLogprob( + token=" Frog", + logprob=-12.07158374786377, + bytes=[32, 70, 114, 111, 103], + ), + TopLogprob( + token=" a", + logprob=-1.4436050653457642, + bytes=[32, 97], + ), + TopLogprob( + token=" the", + logprob=-2.731874942779541, + bytes=[32, 116, 104, 101], + ), + ], + ), + ChatCompletionTokenLogprob( + token="ling", + logprob=-6.787796497344971, + bytes=[108, 105, 110, 103], + top_logprobs=[ + TopLogprob( + token="ling", + logprob=-6.787796497344971, + bytes=[108, 105, 110, 103], + ), + TopLogprob( + token=" and", + logprob=-1.6513729095458984, + bytes=[32, 97, 110, 100], + ), + TopLogprob( + token="s", + logprob=-1.7453670501708984, + bytes=[115], + ), + ], + ), + ] + ), + ) + ], + created=1719498299, + model=model_name, + system_fingerprint=None, + object="chat.completion", + usage=CompletionUsage( + completion_tokens=10, prompt_tokens=29, total_tokens=39 + ), + ) + assert compare_response_to_expected(response, expected) is True + + async def test_vllm_chat_completion_facebook_opt_model_with_logprobs_stream( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + model_name = "opt-125m" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_chat_cmpl_chunks_with_logprobs: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + messages = [ + { + "role": "system", + "content": "You are a friendly chatbot who always responds in the style of a pirate", + }, + { + "role": "user", + "content": "How many helicopters can a human eat in one sitting?", + }, + ] + params = CreateChatCompletionRequest( + model=model_name, + messages=messages, + stream=True, + max_tokens=10, + log_probs=True, + top_logprobs=2, + ) + request = ChatCompletionRequest( + request_id=request_id, params=params, context={} + ) + response_iterator = await opt_model.create_chat_completion(request) + completion = "" + log_probs = ChatCompletionChoiceLogprobs( + content=[], + ) + async for resp in response_iterator: + assert len(resp.choices) == 1 + completion += resp.choices[0].delta.content + assert resp.choices[0].logprobs is not None + log_probs.content += resp.choices[0].logprobs.content + assert resp.model == model_name + assert resp.id == request_id + assert isinstance(resp.id, str) + assert resp.object == "chat.completion.chunk" + assert resp.system_fingerprint is None + assert isinstance(resp.created, int) + + assert completion == "Most redditors know the tiny difference between Frogling" + assert log_probs == ChatCompletionChoiceLogprobs( + content=[ + ChatCompletionTokenLogprob( + token="Most", + logprob=-6.909554481506348, + bytes=[77, 111, 115, 116], + top_logprobs=[ + TopLogprob( + token="Most", + logprob=-6.909554481506348, + bytes=[77, 111, 115, 116], + ), + TopLogprob(token="I", logprob=-2.197445869445801, bytes=[73]), + TopLogprob( + token="The", + logprob=-3.4867753982543945, + bytes=[84, 104, 101], + ), + ], + ), + ChatCompletionTokenLogprob( + token=" redd", + logprob=-7.630484580993652, + bytes=[32, 114, 101, 100, 100], + top_logprobs=[ + TopLogprob( + token=" redd", + logprob=-7.630484580993652, + bytes=[32, 114, 101, 100, 100], + ), + TopLogprob( + token=" of", + logprob=-1.8084166049957275, + bytes=[32, 111, 102], + ), + TopLogprob( + token=" people", + logprob=-2.3389289379119873, + bytes=[32, 112, 101, 111, 112, 108, 101], + ), + ], + ), + ChatCompletionTokenLogprob( + token="itors", + logprob=-0.039746206253767014, + bytes=[105, 116, 111, 114, 115], + top_logprobs=[ + TopLogprob( + token="itors", + logprob=-0.039746206253767014, + bytes=[105, 116, 111, 114, 115], + ), + TopLogprob( + token="itor", + logprob=-4.065564155578613, + bytes=[105, 116, 111, 114], + ), + ], + ), + ChatCompletionTokenLogprob( + token=" know", + logprob=-4.415658473968506, + bytes=[32, 107, 110, 111, 119], + top_logprobs=[ + TopLogprob( + token=" know", + logprob=-4.415658473968506, + bytes=[32, 107, 110, 111, 119], + ), + TopLogprob( + token=" are", + logprob=-1.5063375234603882, + bytes=[32, 97, 114, 101], + ), + TopLogprob( + token=" don", + logprob=-2.7589268684387207, + bytes=[32, 100, 111, 110], + ), + ], + ), + ChatCompletionTokenLogprob( + token=" the", + logprob=-2.7328412532806396, + bytes=[32, 116, 104, 101], + top_logprobs=[ + TopLogprob( + token=" the", + logprob=-2.7328412532806396, + bytes=[32, 116, 104, 101], + ), + TopLogprob( + token=" that", + logprob=-1.2675859928131104, + bytes=[32, 116, 104, 97, 116], + ), + TopLogprob( + token=" this", + logprob=-2.295158624649048, + bytes=[32, 116, 104, 105, 115], + ), + ], + ), + ChatCompletionTokenLogprob( + token=" tiny", + logprob=-9.554351806640625, + bytes=[32, 116, 105, 110, 121], + top_logprobs=[ + TopLogprob( + token=" tiny", + logprob=-9.554351806640625, + bytes=[32, 116, 105, 110, 121], + ), + TopLogprob( + token=" answer", + logprob=-1.7232582569122314, + bytes=[32, 97, 110, 115, 119, 101, 114], + ), + TopLogprob( + token=" difference", + logprob=-3.347280740737915, + bytes=[32, 100, 105, 102, 102, 101, 114, 101, 110, 99, 101], + ), + ], + ), + ChatCompletionTokenLogprob( + token=" difference", + logprob=-4.9500274658203125, + bytes=[32, 100, 105, 102, 102, 101, 114, 101, 110, 99, 101], + top_logprobs=[ + TopLogprob( + token=" difference", + logprob=-4.9500274658203125, + bytes=[32, 100, 105, 102, 102, 101, 114, 101, 110, 99, 101], + ), + TopLogprob( + token=" amount", + logprob=-3.1549720764160156, + bytes=[32, 97, 109, 111, 117, 110, 116], + ), + TopLogprob( + token=" little", + logprob=-3.626887798309326, + bytes=[32, 108, 105, 116, 116, 108, 101], + ), + ], + ), + ChatCompletionTokenLogprob( + token=" between", + logprob=-0.08497463166713715, + bytes=[32, 98, 101, 116, 119, 101, 101, 110], + top_logprobs=[ + TopLogprob( + token=" between", + logprob=-0.08497463166713715, + bytes=[32, 98, 101, 116, 119, 101, 101, 110], + ), + TopLogprob( + token=" in", + logprob=-3.210397958755493, + bytes=[32, 105, 110], + ), + ], + ), + ChatCompletionTokenLogprob( + token=" Frog", + logprob=-12.07158374786377, + bytes=[32, 70, 114, 111, 103], + top_logprobs=[ + TopLogprob( + token=" Frog", + logprob=-12.07158374786377, + bytes=[32, 70, 114, 111, 103], + ), + TopLogprob( + token=" a", logprob=-1.4436050653457642, bytes=[32, 97] + ), + TopLogprob( + token=" the", + logprob=-2.731874942779541, + bytes=[32, 116, 104, 101], + ), + ], + ), + ChatCompletionTokenLogprob( + token="ling", + logprob=-6.787796497344971, + bytes=[108, 105, 110, 103], + top_logprobs=[ + TopLogprob( + token="ling", + logprob=-6.787796497344971, + bytes=[108, 105, 110, 103], + ), + TopLogprob( + token=" and", + logprob=-1.6513729095458984, + bytes=[32, 97, 110, 100], + ), + TopLogprob(token="s", logprob=-1.7453670501708984, bytes=[115]), + ], + ), + ] + ) + + async def test_vllm_chat_completion_facebook_opt_model_with_max_tokens_exceed_model_len( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_chat_cmpl_chunks: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + messages = [ + { + "role": "system", + "content": "You are a friendly chatbot who always responds in the style of a pirate", + }, + { + "role": "user", + "content": "How many helicopters can a human eat in one sitting?", + }, + ] + params = CreateChatCompletionRequest( + model="opt-125m", + messages=messages, + stream=True, + max_tokens=2048, + ) + request = ChatCompletionRequest( + request_id=request_id, params=params, context={} + ) + with pytest.raises(OpenAIError): + await opt_model.create_chat_completion(request) + + async def test_vllm_chat_completion_facebook_opt_model_with_logit_bias( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_chat_cmpl_chunks_with_logit_bias: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + messages = [ + { + "role": "system", + "content": "You are a friendly chatbot who always responds in the style of a pirate", + }, + { + "role": "user", + "content": "How many helicopters can a human eat in one sitting?", + }, + ] + params = CreateChatCompletionRequest( + model="opt-125m", + messages=messages, + stream=False, + max_tokens=10, + logit_bias={"1527": 50, "27449": 100}, + ) + request = ChatCompletionRequest( + request_id=request_id, params=params, context={} + ) + response = await opt_model.create_chat_completion(request) + expected = CreateChatCompletionResponse( + id=request_id, + choices=[ + ChatCompletionChoice( + finish_reason="length", + index=0, + message=ChatCompletionResponseMessage( + content=" Frog Frog Frog Frog Frog Frog Frog Frog Frog Frog", + tool_calls=None, + role="assistant", + function_call=None, + ), + logprobs=None, + ) + ], + created=1719660998, + model="opt-125m", + system_fingerprint=None, + object="chat.completion", + usage=CompletionUsage( + completion_tokens=10, prompt_tokens=29, total_tokens=39 + ), + ) + assert compare_response_to_expected(response, expected) is True + + +@pytest.mark.asyncio() +class TestCompletions: + + async def test_vllm_completion_facebook_opt_model_without_request_id( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = None + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + nonlocal request_id + request_id = args[2] + request_id = request_id.rsplit("-", 1)[0] + for cmpl_chunk in opt_cmpl_chunks: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + prompt = "Hi, I love my cat" + params = CreateCompletionRequest( + model="opt-125m", + prompt=prompt, + stream=False, + max_tokens=10, + ) + request = CompletionRequest(params=params, context={}) + response = await opt_model.create_completion(request) + expected = CreateCompletionResponse( + id=request_id, + choices=[ + CompletionChoice( + finish_reason="length", + index=0, + logprobs=None, + text="- Labrador! He has tiny ears with fluffy white", + ) + ], + created=1719569921, + model="opt-125m", + system_fingerprint=None, + object="text_completion", + usage=CompletionUsage( + completion_tokens=10, prompt_tokens=7, total_tokens=17 + ), + ) + assert compare_response_to_expected(response, expected) is True + + async def test_vllm_completion_facebook_opt_model_with_max_token( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_cmpl_chunks: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + prompt = "Hi, I love my cat" + params = CreateCompletionRequest( + model="opt-125m", + prompt=prompt, + stream=False, + max_tokens=10, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + response = await opt_model.create_completion(request) + expected = CreateCompletionResponse( + id=request_id, + choices=[ + CompletionChoice( + finish_reason="length", + index=0, + logprobs=None, + text="- Labrador! He has tiny ears with fluffy white", + ) + ], + created=1719569921, + model="opt-125m", + system_fingerprint=None, + object="text_completion", + usage=CompletionUsage( + completion_tokens=10, prompt_tokens=7, total_tokens=17 + ), + ) + assert compare_response_to_expected(response, expected) is True + + async def test_vllm_completion_facebook_opt_model_with_max_token_stream( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + model_name = "opt-125m" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_cmpl_chunks: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + prompt = "Hi, I love my cat" + params = CreateCompletionRequest( + model=model_name, + prompt=prompt, + stream=True, + max_tokens=10, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + response_iterator = await opt_model.create_completion(request) + completion = "" + async for resp in response_iterator: + assert resp.id == request_id + assert len(resp.choices) == 1 + completion += resp.choices[0].text + assert resp.choices[0].logprobs is None + assert resp.model == model_name + assert resp.object == "text_completion" + assert resp.system_fingerprint is None + assert isinstance(resp.created, int) + assert completion == "- Labrador! He has tiny ears with fluffy white" + + async def test_vllm_completion_facebook_opt_model_with_logprobs( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_cmpl_chunks_with_logprobs: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + prompt = "Hi, I love my cat" + params = CreateCompletionRequest( + model="opt-125m", + prompt=prompt, + stream=False, + max_tokens=10, + logprobs=2, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + response = await opt_model.create_completion(request) + expected = CreateCompletionResponse( + id=request_id, + choices=[ + CompletionChoice( + finish_reason="length", + index=0, + logprobs=Logprobs( + text_offset=[0, 1, 10, 11, 14, 18, 23, 28, 33, 40], + token_logprobs=[ + -5.968788146972656, + -11.009231567382812, + -3.1531941890716553, + -1.4167277812957764, + -2.766524314880371, + -6.9396467208862305, + -1.3619931936264038, + -4.619960308074951, + -5.6248779296875, + -2.2152767181396484, + ], + tokens=[ + "-", + " Labrador", + "!", + " He", + " has", + " tiny", + " ears", + " with", + " fluffy", + " white", + ], + top_logprobs=[ + { + "-": -5.968788146972656, + ".": -1.4537553787231445, + ",": -1.8416948318481445, + }, + { + " Labrador": -11.009231567382812, + " I": -1.754422903060913, + " she": -3.075488328933716, + }, + { + "!": -3.1531941890716553, + " mix": -1.0394361019134521, + ".": -2.1872146129608154, + }, + {" He": -1.4167277812957764, "\n": -2.0672662258148193}, + { + " has": -2.766524314880371, + "'s": -1.0847474336624146, + " is": -1.547521710395813, + }, + { + " tiny": -6.9396467208862305, + " a": -1.3877270221710205, + " been": -2.3109371662139893, + }, + { + " ears": -1.3619931936264038, + " paws": -2.2743258476257324, + }, + { + " with": -4.619960308074951, + " and": -0.805719792842865, + ",": -1.6155686378479004, + }, + { + " fluffy": -5.6248779296875, + " a": -1.4977400302886963, + " tiny": -3.006150484085083, + }, + { + " white": -2.2152767181396484, + " fur": -1.9012728929519653, + }, + ], + ), + text="- Labrador! He has tiny ears with fluffy white", + ) + ], + created=1719569921, + model="opt-125m", + system_fingerprint=None, + object="text_completion", + usage=CompletionUsage( + completion_tokens=10, prompt_tokens=7, total_tokens=17 + ), + ) + + assert compare_response_to_expected(response, expected) is True + + async def test_vllm_completion_facebook_opt_model_with_logprobs_stream( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + model_name = "opt-125m" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_cmpl_chunks_with_logprobs: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + prompt = "Hi, I love my cat" + params = CreateCompletionRequest( + model=model_name, + prompt=prompt, + stream=True, + max_tokens=10, + logprobs=2, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + response_iterator = await opt_model.create_completion(request) + completion = "" + log_probs = Logprobs( + text_offset=[], token_logprobs=[], tokens=[], top_logprobs=[] + ) + async for resp in response_iterator: + assert resp.id == request_id + assert len(resp.choices) == 1 + completion += resp.choices[0].text + assert resp.choices[0].logprobs is not None + log_probs.text_offset += resp.choices[0].logprobs.text_offset + log_probs.token_logprobs += resp.choices[0].logprobs.token_logprobs + log_probs.tokens += resp.choices[0].logprobs.tokens + log_probs.top_logprobs += resp.choices[0].logprobs.top_logprobs + assert resp.model == model_name + assert resp.object == "text_completion" + assert resp.system_fingerprint is None + assert isinstance(resp.created, int) + assert completion == "- Labrador! He has tiny ears with fluffy white" + assert log_probs == Logprobs( + text_offset=[0, 1, 10, 11, 14, 18, 23, 28, 33, 40], + token_logprobs=[ + -5.968788146972656, + -11.009231567382812, + -3.1531941890716553, + -1.4167277812957764, + -2.766524314880371, + -6.9396467208862305, + -1.3619931936264038, + -4.619960308074951, + -5.6248779296875, + -2.2152767181396484, + ], + tokens=[ + "-", + " Labrador", + "!", + " He", + " has", + " tiny", + " ears", + " with", + " fluffy", + " white", + ], + top_logprobs=[ + { + "-": -5.968788146972656, + ".": -1.4537553787231445, + ",": -1.8416948318481445, + }, + { + " Labrador": -11.009231567382812, + " I": -1.754422903060913, + " she": -3.075488328933716, + }, + { + "!": -3.1531941890716553, + " mix": -1.0394361019134521, + ".": -2.1872146129608154, + }, + {" He": -1.4167277812957764, "\n": -2.0672662258148193}, + { + " has": -2.766524314880371, + "'s": -1.0847474336624146, + " is": -1.547521710395813, + }, + { + " tiny": -6.9396467208862305, + " a": -1.3877270221710205, + " been": -2.3109371662139893, + }, + {" ears": -1.3619931936264038, " paws": -2.2743258476257324}, + { + " with": -4.619960308074951, + " and": -0.805719792842865, + ",": -1.6155686378479004, + }, + { + " fluffy": -5.6248779296875, + " a": -1.4977400302886963, + " tiny": -3.006150484085083, + }, + {" white": -2.2152767181396484, " fur": -1.9012728929519653}, + ], + ) + + async def test_vllm_completion_facebook_opt_model_with_echo(self, vllm_opt_model): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_cmpl_chunks: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + prompt = "Hi, I love my cat" + params = CreateCompletionRequest( + model="opt-125m", + prompt=prompt, + stream=False, + max_tokens=10, + echo=True, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + response = await opt_model.create_completion(request) + expected = CreateCompletionResponse( + id=request_id, + choices=[ + CompletionChoice( + finish_reason="length", + index=0, + logprobs=None, + text="Hi, I love my cat- Labrador! He has tiny ears with fluffy white", + ) + ], + created=1719569921, + model="opt-125m", + system_fingerprint=None, + object="text_completion", + usage=CompletionUsage( + completion_tokens=10, prompt_tokens=7, total_tokens=17 + ), + ) + assert compare_response_to_expected(response, expected) is True + + async def test_vllm_completion_facebook_opt_model_with_echo_stream( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + model_name = "opt-125m" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_cmpl_chunks: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + prompt = "Hi, I love my cat" + params = CreateCompletionRequest( + model=model_name, + prompt=prompt, + stream=True, + max_tokens=10, + echo=True, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + response_iterator = await opt_model.create_completion(request) + completion = "" + async for resp in response_iterator: + assert resp.id == request_id + completion += resp.choices[0].text + assert len(resp.choices) == 1 + assert resp.choices[0].logprobs is None + assert resp.model == model_name + assert resp.object == "text_completion" + assert resp.system_fingerprint is None + assert isinstance(resp.created, int) + assert ( + completion + == "Hi, I love my cat- Labrador! He has tiny ears with fluffy white" + ) + + async def test_vllm_completion_facebook_opt_model_with_echo_and_logprobs( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_cmpl_chunks_with_echo_logprobs: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + prompt = "Hi, I love my cat" + params = CreateCompletionRequest( + model="opt-125m", + prompt=prompt, + stream=False, + max_tokens=10, + echo=True, + logprobs=2, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + response = await opt_model.create_completion(request) + expected = CreateCompletionResponse( + id=request_id, + choices=[ + Choice( + finish_reason="length", + index=0, + logprobs=Logprobs( + text_offset=[ + 0, + 4, + 6, + 7, + 9, + 14, + 17, + 21, + 22, + 31, + 32, + 35, + 39, + 44, + 49, + 54, + 61, + ], + token_logprobs=None, + tokens=[ + "", + "Hi", + ",", + " I", + " love", + " my", + " cat", + "-", + " Labrador", + "!", + " He", + " has", + " tiny", + " ears", + " with", + " fluffy", + " white", + ], + top_logprobs=None, + ), + text="Hi, I love my cat- Labrador! He has tiny ears with fluffy white", + ) + ], + created=1719815937, + model="opt-125m", + system_fingerprint=None, + object="text_completion", + usage=CompletionUsage( + completion_tokens=10, prompt_tokens=7, total_tokens=17 + ), + ) + # FixMe: pydantic does not allows adding None to the token_logrobs list. We should fix the type definition. + expected.choices[0].logprobs.token_logprobs = [ + None, + -9.352765083312988, + -1.4278249740600586, + -0.976689338684082, + -5.6148481369018555, + -4.214991569519043, + -4.99854040145874, + -5.968787670135498, + -11.009231567382812, + -3.1531941890716553, + -1.4167277812957764, + -2.766524314880371, + -6.9396467208862305, + -1.3619931936264038, + -4.619960308074951, + -5.6248779296875, + -2.2152767181396484, + ] + # FixMe: pydantic does not allows adding None to the top_logrobs list. We should fix the type definition. + expected.choices[0].logprobs.top_logprobs = [ + None, + { + "Hi": -9.352765083312988, + "I": -1.4278708696365356, + "The": -2.4365129470825195, + }, + {",": -1.4278249740600586, "!": -1.934173583984375}, + {" I": -0.976689338684082, " ": -2.723400115966797}, + { + " love": -5.6148481369018555, + "'m": -1.015452265739441, + " have": -1.9374703168869019, + }, + { + " my": -4.214991569519043, + " your": -1.7619359493255615, + " the": -1.999145269393921, + }, + { + " cat": -4.99854040145874, + " new": -3.4642574787139893, + " old": -4.73804235458374, + }, + {"-": -5.968787670135498, ".": -1.453755497932434, ",": -1.841694951057434}, + { + " Labrador": -11.009231567382812, + " I": -1.754422903060913, + " she": -3.075488328933716, + }, + { + "!": -3.1531941890716553, + " mix": -1.0394361019134521, + ".": -2.1872146129608154, + }, + {" He": -1.4167277812957764, "\n": -2.0672662258148193}, + { + " has": -2.766524314880371, + "'s": -1.0847474336624146, + " is": -1.547521710395813, + }, + { + " tiny": -6.9396467208862305, + " a": -1.3877270221710205, + " been": -2.3109371662139893, + }, + {" ears": -1.3619931936264038, " paws": -2.2743258476257324}, + { + " with": -4.619960308074951, + " and": -0.805719792842865, + ",": -1.6155686378479004, + }, + { + " fluffy": -5.6248779296875, + " a": -1.4977400302886963, + " tiny": -3.006150484085083, + }, + {" white": -2.2152767181396484, " fur": -1.9012728929519653}, + ] + assert compare_response_to_expected(response, expected) is True + + async def test_vllm_completion_facebook_opt_model_with_echo_and_logprobs_stream( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + model_name = "opt-125m" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_cmpl_chunks_with_echo_logprobs: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + prompt = "Hi, I love my cat" + params = CreateCompletionRequest( + model=model_name, + prompt=prompt, + stream=True, + max_tokens=10, + echo=True, + logprobs=2, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + response_iterator = await opt_model.create_completion(request) + completion = "" + log_probs = Logprobs( + text_offset=[], token_logprobs=[], tokens=[], top_logprobs=[] + ) + expected_logprobs = Logprobs( + # FixMe: text_offset resets for generated tokens if echo is True and stream is True. vLLM also behaves + # this way. Is this the expected behavior? + text_offset=[0, 4, 6, 7, 9, 14, 17, 21, 1, 10, 11, 14, 18, 23, 28, 33, 40], + token_logprobs=None, + tokens=[ + "", + "Hi", + ",", + " I", + " love", + " my", + " cat", + "-", + " Labrador", + "!", + " He", + " has", + " tiny", + " ears", + " with", + " fluffy", + " white", + ], + top_logprobs=None, + ) + # FixMe: pydantic does not allows adding None to the token_logrobs list. We should fix the type definition. + expected_logprobs.token_logprobs = [ + None, + -9.352765083312988, + -1.4278249740600586, + -0.976689338684082, + -5.6148481369018555, + -4.214991569519043, + -4.99854040145874, + -5.968787670135498, + -11.009231567382812, + -3.1531941890716553, + -1.4167277812957764, + -2.766524314880371, + -6.9396467208862305, + -1.3619931936264038, + -4.619960308074951, + -5.6248779296875, + -2.2152767181396484, + ] + # FixMe: pydantic does not allows adding None to the top_logrobs list. We should fix the type definition. + expected_logprobs.top_logprobs = [ + None, + { + "Hi": -9.352765083312988, + "I": -1.4278708696365356, + "The": -2.4365129470825195, + }, + {",": -1.4278249740600586, "!": -1.934173583984375}, + {" I": -0.976689338684082, " ": -2.723400115966797}, + { + " love": -5.6148481369018555, + "'m": -1.015452265739441, + " have": -1.9374703168869019, + }, + { + " my": -4.214991569519043, + " your": -1.7619359493255615, + " the": -1.999145269393921, + }, + { + " cat": -4.99854040145874, + " new": -3.4642574787139893, + " old": -4.73804235458374, + }, + {"-": -5.968787670135498, ".": -1.453755497932434, ",": -1.841694951057434}, + { + " Labrador": -11.009231567382812, + " I": -1.754422903060913, + " she": -3.075488328933716, + }, + { + "!": -3.1531941890716553, + " mix": -1.0394361019134521, + ".": -2.1872146129608154, + }, + {" He": -1.4167277812957764, "\n": -2.0672662258148193}, + { + " has": -2.766524314880371, + "'s": -1.0847474336624146, + " is": -1.547521710395813, + }, + { + " tiny": -6.9396467208862305, + " a": -1.3877270221710205, + " been": -2.3109371662139893, + }, + {" ears": -1.3619931936264038, " paws": -2.2743258476257324}, + { + " with": -4.619960308074951, + " and": -0.805719792842865, + ",": -1.6155686378479004, + }, + { + " fluffy": -5.6248779296875, + " a": -1.4977400302886963, + " tiny": -3.006150484085083, + }, + {" white": -2.2152767181396484, " fur": -1.9012728929519653}, + ] + async for resp in response_iterator: + assert resp.id == request_id + assert len(resp.choices) == 1 + completion += resp.choices[0].text + assert resp.choices[0].logprobs is not None + log_probs.text_offset += resp.choices[0].logprobs.text_offset + log_probs.token_logprobs += resp.choices[0].logprobs.token_logprobs + log_probs.tokens += resp.choices[0].logprobs.tokens + log_probs.top_logprobs += resp.choices[0].logprobs.top_logprobs + assert resp.model == model_name + assert resp.object == "text_completion" + assert resp.system_fingerprint is None + assert isinstance(resp.created, int) + assert ( + completion + == "Hi, I love my cat- Labrador! He has tiny ears with fluffy white" + ) + assert log_probs == expected_logprobs + + async def test_vllm_completion_facebook_opt_model_with_two_prompts( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + prompts = ["Hi, I love my cat", "The sky is blue"] + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + if args[0]["prompt_token_ids"] == [2, 30086, 6, 38, 657, 127, 4758]: + for cmpl_chunk in opt_cmpl_chunks_with_two_prompts[0]: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + else: + for cmpl_chunk in opt_cmpl_chunks_with_two_prompts[1]: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + params = CreateCompletionRequest( + model="opt-125m", + prompt=prompts, + stream=False, + max_tokens=10, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + response = await opt_model.create_completion(request) + expected = CreateCompletionResponse( + id=request_id, + choices=[ + Choice( + finish_reason="length", + index=0, + logprobs=None, + text="- Labrador! He has tiny ears with fluffy white", + ), + Choice( + finish_reason="length", + index=1, + logprobs=None, + text=" and no one is going to notice. You don", + ), + ], + created=1719584168, + model="opt-125m", + system_fingerprint=None, + object="text_completion", + usage=CompletionUsage( + completion_tokens=20, prompt_tokens=12, total_tokens=32 + ), + ) + assert compare_response_to_expected(response, expected) is True + + async def test_vllm_completion_facebook_opt_model_with_two_prompts_stream( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + model_name = "opt-125m" + prompts = ["Hi, I love my cat", "The sky is blue"] + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + if args[0]["prompt_token_ids"] == [2, 30086, 6, 38, 657, 127, 4758]: + for cmpl_chunk in opt_cmpl_chunks_with_two_prompts[0]: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + else: + for cmpl_chunk in opt_cmpl_chunks_with_two_prompts[1]: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + params = CreateCompletionRequest( + model=model_name, + prompt=prompts, + stream=True, + max_tokens=10, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + response_iterator = await opt_model.create_completion(request) + completions = [""] * 2 + async for resp in response_iterator: + assert resp.id == request_id + assert len(resp.choices) == 1 + assert resp.choices[0].logprobs is None + if resp.choices[0].index == 0: + completions[0] += resp.choices[0].text + + elif resp.choices[0].index == 1: + completions[1] += resp.choices[0].text + assert resp.model == model_name + assert resp.object == "text_completion" + assert resp.system_fingerprint is None + assert isinstance(resp.created, int) + assert completions == [ + "- Labrador! He has tiny ears with fluffy white", + " and no one is going to notice. You don", + ] + + async def test_vllm_completion_facebook_opt_model_with_two_prompts_echo( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + prompts = ["Hi, I love my cat", "The sky is blue"] + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + if args[0]["prompt_token_ids"] == [2, 30086, 6, 38, 657, 127, 4758]: + for cmpl_chunk in opt_cmpl_chunks_with_two_prompts[0]: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + else: + for cmpl_chunk in opt_cmpl_chunks_with_two_prompts[1]: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + params = CreateCompletionRequest( + model="opt-125m", + prompt=prompts, + stream=False, + max_tokens=10, + echo=True, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + response = await opt_model.create_completion(request) + expected = CreateCompletionResponse( + id=request_id, + choices=[ + Choice( + finish_reason="length", + index=0, + logprobs=None, + text="Hi, I love my cat- Labrador! He has tiny ears with fluffy white", + ), + Choice( + finish_reason="length", + index=1, + logprobs=None, + text="The sky is blue and no one is going to notice. You don", + ), + ], + created=1719584168, + model="opt-125m", + system_fingerprint=None, + object="text_completion", + usage=CompletionUsage( + completion_tokens=20, prompt_tokens=12, total_tokens=32 + ), + ) + assert compare_response_to_expected(response, expected) is True + + # FixMe: completion with echo true and stream fails + async def test_vllm_completion_facebook_opt_model_with_two_prompts_echo_stream( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + model_name = "opt-125m" + prompts = ["Hi, I love my cat", "The sky is blue"] + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + if args[0]["prompt_token_ids"] == [2, 30086, 6, 38, 657, 127, 4758]: + for cmpl_chunk in opt_cmpl_chunks_with_two_prompts[0]: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + else: + for cmpl_chunk in opt_cmpl_chunks_with_two_prompts[1]: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + params = CreateCompletionRequest( + model=model_name, + prompt=prompts, + stream=True, + max_tokens=10, + echo=True, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + response_iterator = await opt_model.create_completion(request) + completions = [""] * 2 + async for resp in response_iterator: + assert resp.id == request_id + assert len(resp.choices) == 1 + assert resp.choices[0].logprobs is None + if resp.choices[0].index == 0: + completions[0] += resp.choices[0].text + + elif resp.choices[0].index == 1: + completions[1] += resp.choices[0].text + assert resp.model == model_name + assert resp.object == "text_completion" + assert resp.system_fingerprint is None + assert isinstance(resp.created, int) + assert completions == [ + "Hi, I love my cat- Labrador! He has tiny ears with fluffy white", + "The sky is blue and no one is going to notice. You don", + ] + + async def test_vllm_completion_facebook_opt_model_with_two_prompts_logprobs( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + model_name = "opt-125m" + prompts = ["Hi, I love my cat", "The sky is blue"] + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + if args[0]["prompt_token_ids"] == [2, 30086, 6, 38, 657, 127, 4758]: + for cmpl_chunk in opt_cmpl_chunks_with_two_prompts_log_probs[0]: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + else: + for cmpl_chunk in opt_cmpl_chunks_with_two_prompts_log_probs[1]: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + params = CreateCompletionRequest( + model=model_name, + prompt=prompts, + stream=False, + max_tokens=10, + logprobs=2, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + expected = CreateCompletionResponse( + id=request_id, + choices=[ + Choice( + finish_reason="length", + index=0, + logprobs=Logprobs( + text_offset=[0, 1, 10, 11, 14, 18, 23, 28, 33, 40], + token_logprobs=[ + -5.968789577484131, + -11.009230613708496, + -3.1531925201416016, + -1.4167288541793823, + -2.7665247917175293, + -6.939647674560547, + -1.3619911670684814, + -4.619960784912109, + -5.624878883361816, + -2.215275764465332, + ], + tokens=[ + "-", + " Labrador", + "!", + " He", + " has", + " tiny", + " ears", + " with", + " fluffy", + " white", + ], + top_logprobs=[ + { + "-": -5.968789577484131, + ".": -1.4537543058395386, + ",": -1.8416975736618042, + }, + { + " Labrador": -11.009230613708496, + " I": -1.7544232606887817, + " she": -3.0754880905151367, + }, + { + "!": -3.1531925201416016, + " mix": -1.0394372940063477, + ".": -2.187213897705078, + }, + {" He": -1.4167288541793823, "\n": -2.067265510559082}, + { + " has": -2.7665247917175293, + "'s": -1.0847479104995728, + " is": -1.5475212335586548, + }, + { + " tiny": -6.939647674560547, + " a": -1.3877274990081787, + " been": -2.3109357357025146, + }, + { + " ears": -1.3619911670684814, + " paws": -2.2743265628814697, + }, + { + " with": -4.619960784912109, + " and": -0.8057191371917725, + ",": -1.615569829940796, + }, + { + " fluffy": -5.624878883361816, + " a": -1.4977388381958008, + " tiny": -3.0061492919921875, + }, + {" white": -2.215275764465332, " fur": -1.901274561882019}, + ], + ), + text="- Labrador! He has tiny ears with fluffy white", + ), + Choice( + finish_reason="length", + index=1, + logprobs=Logprobs( + text_offset=[0, 4, 7, 11, 14, 20, 23, 30, 31, 35], + token_logprobs=[ + -2.4368906021118164, + -5.254100799560547, + -0.42237523198127747, + -1.1646629571914673, + -2.8208425045013428, + -0.08860369771718979, + -2.0382237434387207, + -1.2939914464950562, + -4.5231032371521, + -3.299767017364502, + ], + tokens=[ + " and", + " no", + " one", + " is", + " going", + " to", + " notice", + ".", + " You", + " don", + ], + top_logprobs=[ + { + " and": -2.4368906021118164, + ",": -1.4933549165725708, + ".": -1.4948359727859497, + }, + { + " no": -5.254100799560547, + " the": -1.2720444202423096, + " I": -2.4218027591705322, + }, + { + " one": -0.42237523198127747, + " clouds": -4.17390775680542, + }, + {" is": -1.1646629571914673, " can": -2.5355124473571777}, + { + " going": -2.8208425045013428, + " watching": -2.0994670391082764, + " looking": -2.5881574153900146, + }, + { + " to": -0.08860369771718979, + " anywhere": -3.895568609237671, + }, + { + " notice": -2.0382237434387207, + " see": -2.475170612335205, + }, + {".": -1.2939914464950562, " it": -1.670294165611267}, + { + " You": -4.5231032371521, + "\n": -0.5480296015739441, + " ": -2.24289870262146, + }, + { + " don": -3.299767017364502, + " can": -2.143829822540283, + "'re": -2.1697640419006348, + }, + ], + ), + text=" and no one is going to notice. You don", + ), + ], + created=1719589967, + model="opt-125m", + system_fingerprint=None, + object="text_completion", + usage=CompletionUsage( + completion_tokens=20, prompt_tokens=12, total_tokens=32 + ), + ) + + response = await opt_model.create_completion(request) + + assert compare_response_to_expected(response, expected) is True + + async def test_vllm_completion_facebook_opt_model_with_two_prompts_logprobs_stream( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + model_name = "opt-125m" + prompts = ["Hi, I love my cat", "The sky is blue"] + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + if args[0]["prompt_token_ids"] == [2, 30086, 6, 38, 657, 127, 4758]: + for cmpl_chunk in opt_cmpl_chunks_with_two_prompts_log_probs[0]: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + else: + for cmpl_chunk in opt_cmpl_chunks_with_two_prompts_log_probs[1]: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + params = CreateCompletionRequest( + model=model_name, + prompt=prompts, + stream=True, + max_tokens=10, + logprobs=2, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + + response_iterator = await opt_model.create_completion(request) + completions = [""] * 2 + log_probs_list = [ + Logprobs(text_offset=[], token_logprobs=[], tokens=[], top_logprobs=[]), + Logprobs(text_offset=[], token_logprobs=[], tokens=[], top_logprobs=[]), + ] + async for resp in response_iterator: + assert resp.id == request_id + assert len(resp.choices) == 1 + if resp.choices[0].index == 0: + completions[0] += resp.choices[0].text + assert resp.choices[0].logprobs is not None + log_probs_list[0].text_offset += resp.choices[0].logprobs.text_offset + log_probs_list[0].token_logprobs += resp.choices[ + 0 + ].logprobs.token_logprobs + log_probs_list[0].tokens += resp.choices[0].logprobs.tokens + log_probs_list[0].top_logprobs += resp.choices[0].logprobs.top_logprobs + elif resp.choices[0].index == 1: + completions[1] += resp.choices[0].text + assert resp.choices[0].logprobs is not None + log_probs_list[1].text_offset += resp.choices[0].logprobs.text_offset + log_probs_list[1].token_logprobs += resp.choices[ + 0 + ].logprobs.token_logprobs + log_probs_list[1].tokens += resp.choices[0].logprobs.tokens + log_probs_list[1].top_logprobs += resp.choices[0].logprobs.top_logprobs + assert resp.model == model_name + assert resp.object == "text_completion" + assert resp.system_fingerprint is None + assert isinstance(resp.created, int) + assert completions == [ + "- Labrador! He has tiny ears with fluffy white", + " and no one is going to notice. You don", + ] + assert log_probs_list == [ + Logprobs( + text_offset=[0, 1, 10, 11, 14, 18, 23, 28, 33, 40], + token_logprobs=[ + -5.968789577484131, + -11.009230613708496, + -3.1531925201416016, + -1.4167288541793823, + -2.7665247917175293, + -6.939647674560547, + -1.3619911670684814, + -4.619960784912109, + -5.624878883361816, + -2.215275764465332, + ], + tokens=[ + "-", + " Labrador", + "!", + " He", + " has", + " tiny", + " ears", + " with", + " fluffy", + " white", + ], + top_logprobs=[ + { + "-": -5.968789577484131, + ".": -1.4537543058395386, + ",": -1.8416975736618042, + }, + { + " Labrador": -11.009230613708496, + " I": -1.7544232606887817, + " she": -3.0754880905151367, + }, + { + "!": -3.1531925201416016, + " mix": -1.0394372940063477, + ".": -2.187213897705078, + }, + {" He": -1.4167288541793823, "\n": -2.067265510559082}, + { + " has": -2.7665247917175293, + "'s": -1.0847479104995728, + " is": -1.5475212335586548, + }, + { + " tiny": -6.939647674560547, + " a": -1.3877274990081787, + " been": -2.3109357357025146, + }, + {" ears": -1.3619911670684814, " paws": -2.2743265628814697}, + { + " with": -4.619960784912109, + " and": -0.8057191371917725, + ",": -1.615569829940796, + }, + { + " fluffy": -5.624878883361816, + " a": -1.4977388381958008, + " tiny": -3.0061492919921875, + }, + {" white": -2.215275764465332, " fur": -1.901274561882019}, + ], + ), + Logprobs( + text_offset=[0, 4, 7, 11, 14, 20, 23, 30, 31, 35], + token_logprobs=[ + -2.4368906021118164, + -5.254100799560547, + -0.42237523198127747, + -1.1646629571914673, + -2.8208425045013428, + -0.08860369771718979, + -2.0382237434387207, + -1.2939914464950562, + -4.5231032371521, + -3.299767017364502, + ], + tokens=[ + " and", + " no", + " one", + " is", + " going", + " to", + " notice", + ".", + " You", + " don", + ], + top_logprobs=[ + { + " and": -2.4368906021118164, + ",": -1.4933549165725708, + ".": -1.4948359727859497, + }, + { + " no": -5.254100799560547, + " the": -1.2720444202423096, + " I": -2.4218027591705322, + }, + {" one": -0.42237523198127747, " clouds": -4.17390775680542}, + {" is": -1.1646629571914673, " can": -2.5355124473571777}, + { + " going": -2.8208425045013428, + " watching": -2.0994670391082764, + " looking": -2.5881574153900146, + }, + {" to": -0.08860369771718979, " anywhere": -3.895568609237671}, + {" notice": -2.0382237434387207, " see": -2.475170612335205}, + {".": -1.2939914464950562, " it": -1.670294165611267}, + { + " You": -4.5231032371521, + "\n": -0.5480296015739441, + " ": -2.24289870262146, + }, + { + " don": -3.299767017364502, + " can": -2.143829822540283, + "'re": -2.1697640419006348, + }, + ], + ), + ] + + async def test_vllm_completion_facebook_opt_model_with_suffix(self, vllm_opt_model): + opt_model, mock_vllm_engine = vllm_opt_model + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_cmpl_chunks: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + prompt = "Hi, I love my cat" + params = CreateCompletionRequest( + model="opt-125m", + prompt=prompt, + stream=False, + max_tokens=10, + suffix="Thank You!", + ) + request = CompletionRequest(params=params, context={}) + with pytest.raises(OpenAIError, match="suffix is not currently supported"): + await opt_model.create_completion(request) + + async def test_vllm_completion_facebook_opt_model_with_best_of_and_n_not_equal( + self, vllm_opt_model + ): + """ + When best_of != n, the result should not be streamed even if stream=True is set + """ + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_cmpl_chunks_with_n_2: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + prompt = "Hi, I love my cat" + params = CreateCompletionRequest( + model="opt-125m", + prompt=prompt, + stream=True, + max_tokens=10, + best_of=3, + n=2, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + expected = CreateCompletionResponse( + id=request_id, + choices=[ + Choice( + finish_reason="length", + index=0, + logprobs=None, + text=", so I know how much you guys are needing", + ), + Choice( + finish_reason="length", + index=1, + logprobs=None, + text=" and myself. Sometimes I try to pick my", + ), + ], + created=1719640772, + model="opt-125m", + system_fingerprint=None, + object="text_completion", + usage=CompletionUsage( + completion_tokens=20, prompt_tokens=7, total_tokens=27 + ), + ) + response = await opt_model.create_completion(request) + + assert not isinstance(response, AsyncIterator) + assert compare_response_to_expected(response, expected) is True + + async def test_vllm_completion_facebook_opt_model_with_best_of_and_n_equal( + self, vllm_opt_model + ): + """ + When best_of == n, the result can be streamed when stream=True is set + """ + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + model_name = "ot-125m" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_cmpl_chunks_with_n_3: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + prompt = "Hi, I love my cat" + params = CreateCompletionRequest( + model=model_name, + prompt=prompt, + stream=True, + max_tokens=10, + best_of=3, + n=3, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + response_iterator = await opt_model.create_completion(request) + assert isinstance(response_iterator, AsyncIterator) + completions = [""] * 3 + async for resp in response_iterator: + assert resp.id == request_id + assert len(resp.choices) == 1 + if resp.choices[0].index == 0: + completions[0] += resp.choices[0].text + elif resp.choices[0].index == 1: + completions[1] += resp.choices[0].text + elif resp.choices[0].index == 2: + completions[2] += resp.choices[0].text + assert len(resp.choices) == 1 + assert resp.choices[0].logprobs is None + assert resp.model == model_name + assert resp.object == "text_completion" + assert resp.system_fingerprint is None + assert isinstance(resp.created, int) + assert completions == [ + ", so I know how much you guys are needing", + "-newbie and don't generally seek it out", + " and myself. Sometimes I try to pick my", + ] + + async def test_vllm_completion_facebook_opt_model_with_best_of_and_n_and_echo( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_cmpl_chunks_with_n_2: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + prompt = "Hi, I love my cat" + params = CreateCompletionRequest( + model="opt-125m", + prompt=prompt, + stream=False, + echo=True, + max_tokens=10, + best_of=3, + n=2, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + expected = CreateCompletionResponse( + id=request_id, + choices=[ + Choice( + finish_reason="length", + index=0, + logprobs=None, + text="Hi, I love my cat, so I know how much you guys are needing", + ), + Choice( + finish_reason="length", + index=1, + logprobs=None, + text="Hi, I love my cat and myself. Sometimes I try to pick my", + ), + ], + created=1719640772, + model="opt-125m", + system_fingerprint=None, + object="text_completion", + usage=CompletionUsage( + completion_tokens=20, prompt_tokens=7, total_tokens=27 + ), + ) + response = await opt_model.create_completion(request) + + assert not isinstance(response, AsyncIterator) + assert compare_response_to_expected(response, expected) is True + + async def test_vllm_completion_facebook_opt_model_with_best_of_and_n_and_echo_stream( + self, vllm_opt_model + ): + """ + When best_of == n, the result can be streamed when stream=True is set + """ + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + model_name = "ot-125m" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_cmpl_chunks_with_n_3: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + prompt = "Hi, I love my cat" + params = CreateCompletionRequest( + model=model_name, + prompt=prompt, + stream=True, + max_tokens=10, + best_of=3, + n=3, + echo=True, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + response_iterator = await opt_model.create_completion(request) + assert isinstance(response_iterator, AsyncIterator) + completions = [""] * 3 + async for resp in response_iterator: + assert resp.id == request_id + assert len(resp.choices) == 1 + if resp.choices[0].index == 0: + completions[0] += resp.choices[0].text + elif resp.choices[0].index == 1: + completions[1] += resp.choices[0].text + elif resp.choices[0].index == 2: + completions[2] += resp.choices[0].text + assert len(resp.choices) == 1 + assert resp.choices[0].logprobs is None + assert resp.model == model_name + assert resp.object == "text_completion" + assert resp.system_fingerprint is None + assert isinstance(resp.created, int) + assert completions == [ + "Hi, I love my cat, so I know how much you guys are needing", + "Hi, I love my cat-newbie and don't generally seek it out", + "Hi, I love my cat and myself. Sometimes I try to pick my", + ] + + async def test_vllm_completion_facebook_opt_model_with_max_tokens_exceed_model_len( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_cmpl_chunks: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + prompt = "Hi, I love my cat" + params = CreateCompletionRequest( + model="opt-125m", + prompt=prompt, + stream=False, + max_tokens=2048, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + with pytest.raises(OpenAIError): + await opt_model.create_completion(request) + + async def test_vllm_completion_facebook_opt_model_with_token_ids( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_cmpl_chunks: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + token_ids = [2, 30086, 6, 38, 657, 127, 4758] + params = CreateCompletionRequest( + model="opt-125m", + prompt=token_ids, + stream=False, + max_tokens=10, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + response = await opt_model.create_completion(request) + expected = CreateCompletionResponse( + id=request_id, + choices=[ + Choice( + finish_reason="length", + index=0, + logprobs=None, + text="- Labrador! He has tiny ears with fluffy white", + ) + ], + created=1719646396, + model="opt-125m", + system_fingerprint=None, + object="text_completion", + usage=CompletionUsage( + completion_tokens=10, prompt_tokens=7, total_tokens=17 + ), + ) + + assert compare_response_to_expected(response, expected) is True + + async def test_vllm_completion_facebook_opt_model_with_token_ids_and_echo( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_cmpl_chunks: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + token_ids = [2, 30086, 6, 38, 657, 127, 4758] + params = CreateCompletionRequest( + model="opt-125m", + prompt=token_ids, + stream=False, + max_tokens=10, + echo=True, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + response = await opt_model.create_completion(request) + expected = CreateCompletionResponse( + id=request_id, + choices=[ + Choice( + finish_reason="length", + index=0, + logprobs=None, + text="Hi, I love my cat- Labrador! He has tiny ears with fluffy white", + ) + ], + created=1719646396, + model="opt-125m", + system_fingerprint=None, + object="text_completion", + usage=CompletionUsage( + completion_tokens=10, prompt_tokens=7, total_tokens=17 + ), + ) + + assert response.id == expected.id + assert response.choices == expected.choices + assert response.system_fingerprint == expected.system_fingerprint + assert response.object == expected.object + assert response.usage == expected.usage + assert response.model == expected.model + assert isinstance(response.created, int) + + async def test_vllm_completion_facebook_opt_model_with_batch_token_ids( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + token_ids = [[2, 30086, 6, 38, 657, 127, 4758], [2, 133, 6360, 16, 2440]] + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + if args[0]["prompt_token_ids"] == token_ids[0]: + for cmpl_chunk in opt_cmpl_chunks_with_two_prompts_log_probs[0]: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + else: + for cmpl_chunk in opt_cmpl_chunks_with_two_prompts_log_probs[1]: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + params = CreateCompletionRequest( + model="opt-125m", + prompt=token_ids, + stream=False, + max_tokens=10, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + response = await opt_model.create_completion(request) + expected = CreateCompletionResponse( + id=request_id, + choices=[ + Choice( + finish_reason="length", + index=0, + logprobs=None, + text="- Labrador! He has tiny ears with fluffy white", + ), + Choice( + finish_reason="length", + index=1, + logprobs=None, + text=" and no one is going to notice. You don", + ), + ], + created=1719646549, + model="opt-125m", + system_fingerprint=None, + object="text_completion", + usage=CompletionUsage( + completion_tokens=20, prompt_tokens=12, total_tokens=32 + ), + ) + assert compare_response_to_expected(response, expected) is True + + async def test_vllm_completion_facebook_opt_model_with_batch_token_ids_with_echo( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + token_ids = [[2, 30086, 6, 38, 657, 127, 4758], [2, 133, 6360, 16, 2440]] + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + if args[0]["prompt_token_ids"] == token_ids[0]: + for cmpl_chunk in opt_cmpl_chunks_with_two_prompts_log_probs[0]: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + else: + for cmpl_chunk in opt_cmpl_chunks_with_two_prompts_log_probs[1]: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + params = CreateCompletionRequest( + model="opt-125m", + prompt=token_ids, + stream=False, + max_tokens=10, + echo=True, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + response = await opt_model.create_completion(request) + expected = CreateCompletionResponse( + id=request_id, + choices=[ + Choice( + finish_reason="length", + index=0, + logprobs=None, + text="Hi, I love my cat- Labrador! He has tiny ears with fluffy white", + ), + Choice( + finish_reason="length", + index=1, + logprobs=None, + text="The sky is blue and no one is going to notice. You don", + ), + ], + created=1719646549, + model="opt-125m", + system_fingerprint=None, + object="text_completion", + usage=CompletionUsage( + completion_tokens=20, prompt_tokens=12, total_tokens=32 + ), + ) + + assert compare_response_to_expected(response, expected) is True + + async def test_vllm_completion_facebook_opt_model_with_logit_bias( + self, vllm_opt_model + ): + opt_model, mock_vllm_engine = vllm_opt_model + request_id = "cmpl-d771287a234c44498e345f0a429d6691" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + for cmpl_chunk in opt_cmpl_chunks_with_logit_bias: + cmpl_chunk.request_id = args[2] + yield cmpl_chunk + + mock_vllm_engine.generate = mock_generate + + prompt = "Hi, I love my cat" + params = CreateCompletionRequest( + model="opt-125m", + prompt=prompt, + stream=False, + max_tokens=10, + logit_bias={"33564": -50}, + ) + request = CompletionRequest(request_id=request_id, params=params, context={}) + response = await opt_model.create_completion(request) + expected = CreateCompletionResponse( + id=request_id, + choices=[ + Choice( + finish_reason="length", + index=0, + logprobs=None, + text="- Labrador! He has tiny ears with red hair", + ) + ], + created=1719659778, + model="opt-125m", + system_fingerprint=None, + object="text_completion", + usage=CompletionUsage( + completion_tokens=10, prompt_tokens=7, total_tokens=17 + ), + ) + assert compare_response_to_expected(response, expected) is True + + +class TestOpenAIServingCompletion: + + def test_validate_input_with_max_tokens_exceeding_model_limit(self, vllm_opt_model): + opt_model, mock_vllm_engine = vllm_opt_model + prompt = "Hi, I love my cat" + + async def mock_generate(*args, **kwargs) -> AsyncIterator[RequestOutput]: + pass + + mock_vllm_engine.generate = mock_generate + request = CreateCompletionRequest( + model="opt-125m", + prompt=prompt, + max_tokens=opt_model.openai_serving_completion.max_model_len + 1, + ) + with pytest.raises(OpenAIError): + opt_model.openai_serving_completion._validate_input( + request, + input_text=prompt, + input_ids=[2, 30086, 6, 38, 657, 127, 4758], + ) diff --git a/python/huggingfaceserver/tests/vllm_mock_outputs.py b/python/huggingfaceserver/tests/vllm_mock_outputs.py new file mode 100644 index 00000000000..8e2f7b1efeb --- /dev/null +++ b/python/huggingfaceserver/tests/vllm_mock_outputs.py @@ -0,0 +1,8310 @@ +# Copyright 2024 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from vllm import RequestOutput, CompletionOutput +from vllm.sequence import RequestMetrics, Logprob + +# Chat Completion mocks + +opt_chat_cmpl_chunks = [ + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="Most", + token_ids=(2895,), + cumulative_logprob=-6.909554481506348, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719560628.8399613, + last_token_time=1719560628.89679, + first_scheduled_time=1719560628.8405166, + first_token_time=1719560628.8966174, + time_in_queue=0.0005552768707275391, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="Most redd", + token_ids=(2895, 39275), + cumulative_logprob=-14.5400390625, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719560628.8399613, + last_token_time=1719560628.9308233, + first_scheduled_time=1719560628.8405166, + first_token_time=1719560628.8966174, + time_in_queue=0.0005552768707275391, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="Most redditors", + token_ids=(2895, 39275, 9314), + cumulative_logprob=-14.579785268753767, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719560628.8399613, + last_token_time=1719560628.9634433, + first_scheduled_time=1719560628.8405166, + first_token_time=1719560628.8966174, + time_in_queue=0.0005552768707275391, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="Most redditors know", + token_ids=(2895, 39275, 9314, 216), + cumulative_logprob=-18.995443742722273, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719560628.8399613, + last_token_time=1719560628.995936, + first_scheduled_time=1719560628.8405166, + first_token_time=1719560628.8966174, + time_in_queue=0.0005552768707275391, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="Most redditors know the", + token_ids=(2895, 39275, 9314, 216, 5), + cumulative_logprob=-21.728284996002913, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719560628.8399613, + last_token_time=1719560629.0290582, + first_scheduled_time=1719560628.8405166, + first_token_time=1719560628.8966174, + time_in_queue=0.0005552768707275391, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="Most redditors know the tiny", + token_ids=(2895, 39275, 9314, 216, 5, 5262), + cumulative_logprob=-31.282636802643538, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719560628.8399613, + last_token_time=1719560629.062661, + first_scheduled_time=1719560628.8405166, + first_token_time=1719560628.8966174, + time_in_queue=0.0005552768707275391, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="Most redditors know the tiny difference", + token_ids=(2895, 39275, 9314, 216, 5, 5262, 2249), + cumulative_logprob=-36.23266426846385, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719560628.8399613, + last_token_time=1719560629.0953364, + first_scheduled_time=1719560628.8405166, + first_token_time=1719560628.8966174, + time_in_queue=0.0005552768707275391, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="Most redditors know the tiny difference between", + token_ids=(2895, 39275, 9314, 216, 5, 5262, 2249, 227), + cumulative_logprob=-36.31763890013099, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719560628.8399613, + last_token_time=1719560629.128082, + first_scheduled_time=1719560628.8405166, + first_token_time=1719560628.8966174, + time_in_queue=0.0005552768707275391, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="Most redditors know the tiny difference between Frog", + token_ids=(2895, 39275, 9314, 216, 5, 5262, 2249, 227, 27449), + cumulative_logprob=-48.38922264799476, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719560628.8399613, + last_token_time=1719560629.160765, + first_scheduled_time=1719560628.8405166, + first_token_time=1719560628.8966174, + time_in_queue=0.0005552768707275391, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="Most redditors know the tiny difference between Frogling", + token_ids=(2895, 39275, 9314, 216, 5, 5262, 2249, 227, 27449, 1527), + cumulative_logprob=-55.17701914533973, + logprobs=None, + finish_reason="length", + stop_reason=None, + ) + ], + finished=True, + metrics=RequestMetrics( + arrival_time=1719560628.8399613, + last_token_time=1719560629.1936603, + first_scheduled_time=1719560628.8405166, + first_token_time=1719560628.8966174, + time_in_queue=0.0005552768707275391, + finished_time=1719566665.8268993, + ), + lora_request=None, + ), +] + + +opt_chat_cmpl_chunks_with_logprobs = [ + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="Most", + token_ids=(2895,), + cumulative_logprob=-6.909554481506348, + logprobs=[ + { + 2895: Logprob( + logprob=-6.909554481506348, rank=143, decoded_token="Most" + ), + 100: Logprob( + logprob=-2.197445869445801, rank=1, decoded_token="I" + ), + 133: Logprob( + logprob=-3.4867753982543945, rank=2, decoded_token="The" + ), + } + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719562089.4807153, + last_token_time=1719562089.5377755, + first_scheduled_time=1719562089.4812138, + first_token_time=1719562089.5375597, + time_in_queue=0.0004985332489013672, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="Most redd", + token_ids=(2895, 39275), + cumulative_logprob=-14.5400390625, + logprobs=[ + { + 2895: Logprob( + logprob=-6.909554481506348, rank=143, decoded_token="Most" + ), + 100: Logprob( + logprob=-2.197445869445801, rank=1, decoded_token="I" + ), + 133: Logprob( + logprob=-3.4867753982543945, rank=2, decoded_token="The" + ), + }, + { + 39275: Logprob( + logprob=-7.630484580993652, rank=148, decoded_token=" redd" + ), + 9: Logprob( + logprob=-1.8084166049957275, rank=1, decoded_token=" of" + ), + 82: Logprob( + logprob=-2.3389289379119873, rank=2, decoded_token=" people" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719562089.4807153, + last_token_time=1719562089.571781, + first_scheduled_time=1719562089.4812138, + first_token_time=1719562089.5375597, + time_in_queue=0.0004985332489013672, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="Most redditors", + token_ids=(2895, 39275, 9314), + cumulative_logprob=-14.579785268753767, + logprobs=[ + { + 2895: Logprob( + logprob=-6.909554481506348, rank=143, decoded_token="Most" + ), + 100: Logprob( + logprob=-2.197445869445801, rank=1, decoded_token="I" + ), + 133: Logprob( + logprob=-3.4867753982543945, rank=2, decoded_token="The" + ), + }, + { + 39275: Logprob( + logprob=-7.630484580993652, rank=148, decoded_token=" redd" + ), + 9: Logprob( + logprob=-1.8084166049957275, rank=1, decoded_token=" of" + ), + 82: Logprob( + logprob=-2.3389289379119873, rank=2, decoded_token=" people" + ), + }, + { + 9314: Logprob( + logprob=-0.039746206253767014, rank=1, decoded_token="itors" + ), + 7852: Logprob( + logprob=-4.065564155578613, rank=2, decoded_token="itor" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719562089.4807153, + last_token_time=1719562089.6046839, + first_scheduled_time=1719562089.4812138, + first_token_time=1719562089.5375597, + time_in_queue=0.0004985332489013672, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="Most redditors know", + token_ids=(2895, 39275, 9314, 216), + cumulative_logprob=-18.995443742722273, + logprobs=[ + { + 2895: Logprob( + logprob=-6.909554481506348, rank=143, decoded_token="Most" + ), + 100: Logprob( + logprob=-2.197445869445801, rank=1, decoded_token="I" + ), + 133: Logprob( + logprob=-3.4867753982543945, rank=2, decoded_token="The" + ), + }, + { + 39275: Logprob( + logprob=-7.630484580993652, rank=148, decoded_token=" redd" + ), + 9: Logprob( + logprob=-1.8084166049957275, rank=1, decoded_token=" of" + ), + 82: Logprob( + logprob=-2.3389289379119873, rank=2, decoded_token=" people" + ), + }, + { + 9314: Logprob( + logprob=-0.039746206253767014, rank=1, decoded_token="itors" + ), + 7852: Logprob( + logprob=-4.065564155578613, rank=2, decoded_token="itor" + ), + }, + { + 216: Logprob( + logprob=-4.415658473968506, rank=15, decoded_token=" know" + ), + 32: Logprob( + logprob=-1.5063375234603882, rank=1, decoded_token=" are" + ), + 218: Logprob( + logprob=-2.7589268684387207, rank=2, decoded_token=" don" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719562089.4807153, + last_token_time=1719562089.6375127, + first_scheduled_time=1719562089.4812138, + first_token_time=1719562089.5375597, + time_in_queue=0.0004985332489013672, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="Most redditors know the", + token_ids=(2895, 39275, 9314, 216, 5), + cumulative_logprob=-21.728284996002913, + logprobs=[ + { + 2895: Logprob( + logprob=-6.909554481506348, rank=143, decoded_token="Most" + ), + 100: Logprob( + logprob=-2.197445869445801, rank=1, decoded_token="I" + ), + 133: Logprob( + logprob=-3.4867753982543945, rank=2, decoded_token="The" + ), + }, + { + 39275: Logprob( + logprob=-7.630484580993652, rank=148, decoded_token=" redd" + ), + 9: Logprob( + logprob=-1.8084166049957275, rank=1, decoded_token=" of" + ), + 82: Logprob( + logprob=-2.3389289379119873, rank=2, decoded_token=" people" + ), + }, + { + 9314: Logprob( + logprob=-0.039746206253767014, rank=1, decoded_token="itors" + ), + 7852: Logprob( + logprob=-4.065564155578613, rank=2, decoded_token="itor" + ), + }, + { + 216: Logprob( + logprob=-4.415658473968506, rank=15, decoded_token=" know" + ), + 32: Logprob( + logprob=-1.5063375234603882, rank=1, decoded_token=" are" + ), + 218: Logprob( + logprob=-2.7589268684387207, rank=2, decoded_token=" don" + ), + }, + { + 5: Logprob( + logprob=-2.7328412532806396, rank=3, decoded_token=" the" + ), + 14: Logprob( + logprob=-1.2675859928131104, rank=1, decoded_token=" that" + ), + 42: Logprob( + logprob=-2.295158624649048, rank=2, decoded_token=" this" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719562089.4807153, + last_token_time=1719562089.6698928, + first_scheduled_time=1719562089.4812138, + first_token_time=1719562089.5375597, + time_in_queue=0.0004985332489013672, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="Most redditors know the tiny", + token_ids=(2895, 39275, 9314, 216, 5, 5262), + cumulative_logprob=-31.282636802643538, + logprobs=[ + { + 2895: Logprob( + logprob=-6.909554481506348, rank=143, decoded_token="Most" + ), + 100: Logprob( + logprob=-2.197445869445801, rank=1, decoded_token="I" + ), + 133: Logprob( + logprob=-3.4867753982543945, rank=2, decoded_token="The" + ), + }, + { + 39275: Logprob( + logprob=-7.630484580993652, rank=148, decoded_token=" redd" + ), + 9: Logprob( + logprob=-1.8084166049957275, rank=1, decoded_token=" of" + ), + 82: Logprob( + logprob=-2.3389289379119873, rank=2, decoded_token=" people" + ), + }, + { + 9314: Logprob( + logprob=-0.039746206253767014, rank=1, decoded_token="itors" + ), + 7852: Logprob( + logprob=-4.065564155578613, rank=2, decoded_token="itor" + ), + }, + { + 216: Logprob( + logprob=-4.415658473968506, rank=15, decoded_token=" know" + ), + 32: Logprob( + logprob=-1.5063375234603882, rank=1, decoded_token=" are" + ), + 218: Logprob( + logprob=-2.7589268684387207, rank=2, decoded_token=" don" + ), + }, + { + 5: Logprob( + logprob=-2.7328412532806396, rank=3, decoded_token=" the" + ), + 14: Logprob( + logprob=-1.2675859928131104, rank=1, decoded_token=" that" + ), + 42: Logprob( + logprob=-2.295158624649048, rank=2, decoded_token=" this" + ), + }, + { + 5262: Logprob( + logprob=-9.554351806640625, rank=1370, decoded_token=" tiny" + ), + 1948: Logprob( + logprob=-1.7232582569122314, rank=1, decoded_token=" answer" + ), + 2249: Logprob( + logprob=-3.347280740737915, + rank=2, + decoded_token=" difference", + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719562089.4807153, + last_token_time=1719562089.7028728, + first_scheduled_time=1719562089.4812138, + first_token_time=1719562089.5375597, + time_in_queue=0.0004985332489013672, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="Most redditors know the tiny difference", + token_ids=(2895, 39275, 9314, 216, 5, 5262, 2249), + cumulative_logprob=-36.23266426846385, + logprobs=[ + { + 2895: Logprob( + logprob=-6.909554481506348, rank=143, decoded_token="Most" + ), + 100: Logprob( + logprob=-2.197445869445801, rank=1, decoded_token="I" + ), + 133: Logprob( + logprob=-3.4867753982543945, rank=2, decoded_token="The" + ), + }, + { + 39275: Logprob( + logprob=-7.630484580993652, rank=148, decoded_token=" redd" + ), + 9: Logprob( + logprob=-1.8084166049957275, rank=1, decoded_token=" of" + ), + 82: Logprob( + logprob=-2.3389289379119873, rank=2, decoded_token=" people" + ), + }, + { + 9314: Logprob( + logprob=-0.039746206253767014, rank=1, decoded_token="itors" + ), + 7852: Logprob( + logprob=-4.065564155578613, rank=2, decoded_token="itor" + ), + }, + { + 216: Logprob( + logprob=-4.415658473968506, rank=15, decoded_token=" know" + ), + 32: Logprob( + logprob=-1.5063375234603882, rank=1, decoded_token=" are" + ), + 218: Logprob( + logprob=-2.7589268684387207, rank=2, decoded_token=" don" + ), + }, + { + 5: Logprob( + logprob=-2.7328412532806396, rank=3, decoded_token=" the" + ), + 14: Logprob( + logprob=-1.2675859928131104, rank=1, decoded_token=" that" + ), + 42: Logprob( + logprob=-2.295158624649048, rank=2, decoded_token=" this" + ), + }, + { + 5262: Logprob( + logprob=-9.554351806640625, rank=1370, decoded_token=" tiny" + ), + 1948: Logprob( + logprob=-1.7232582569122314, rank=1, decoded_token=" answer" + ), + 2249: Logprob( + logprob=-3.347280740737915, + rank=2, + decoded_token=" difference", + ), + }, + { + 2249: Logprob( + logprob=-4.9500274658203125, + rank=8, + decoded_token=" difference", + ), + 1280: Logprob( + logprob=-3.1549720764160156, rank=1, decoded_token=" amount" + ), + 410: Logprob( + logprob=-3.626887798309326, rank=2, decoded_token=" little" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719562089.4807153, + last_token_time=1719562089.735481, + first_scheduled_time=1719562089.4812138, + first_token_time=1719562089.5375597, + time_in_queue=0.0004985332489013672, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="Most redditors know the tiny difference between", + token_ids=(2895, 39275, 9314, 216, 5, 5262, 2249, 227), + cumulative_logprob=-36.31763890013099, + logprobs=[ + { + 2895: Logprob( + logprob=-6.909554481506348, rank=143, decoded_token="Most" + ), + 100: Logprob( + logprob=-2.197445869445801, rank=1, decoded_token="I" + ), + 133: Logprob( + logprob=-3.4867753982543945, rank=2, decoded_token="The" + ), + }, + { + 39275: Logprob( + logprob=-7.630484580993652, rank=148, decoded_token=" redd" + ), + 9: Logprob( + logprob=-1.8084166049957275, rank=1, decoded_token=" of" + ), + 82: Logprob( + logprob=-2.3389289379119873, rank=2, decoded_token=" people" + ), + }, + { + 9314: Logprob( + logprob=-0.039746206253767014, rank=1, decoded_token="itors" + ), + 7852: Logprob( + logprob=-4.065564155578613, rank=2, decoded_token="itor" + ), + }, + { + 216: Logprob( + logprob=-4.415658473968506, rank=15, decoded_token=" know" + ), + 32: Logprob( + logprob=-1.5063375234603882, rank=1, decoded_token=" are" + ), + 218: Logprob( + logprob=-2.7589268684387207, rank=2, decoded_token=" don" + ), + }, + { + 5: Logprob( + logprob=-2.7328412532806396, rank=3, decoded_token=" the" + ), + 14: Logprob( + logprob=-1.2675859928131104, rank=1, decoded_token=" that" + ), + 42: Logprob( + logprob=-2.295158624649048, rank=2, decoded_token=" this" + ), + }, + { + 5262: Logprob( + logprob=-9.554351806640625, rank=1370, decoded_token=" tiny" + ), + 1948: Logprob( + logprob=-1.7232582569122314, rank=1, decoded_token=" answer" + ), + 2249: Logprob( + logprob=-3.347280740737915, + rank=2, + decoded_token=" difference", + ), + }, + { + 2249: Logprob( + logprob=-4.9500274658203125, + rank=8, + decoded_token=" difference", + ), + 1280: Logprob( + logprob=-3.1549720764160156, rank=1, decoded_token=" amount" + ), + 410: Logprob( + logprob=-3.626887798309326, rank=2, decoded_token=" little" + ), + }, + { + 227: Logprob( + logprob=-0.08497463166713715, + rank=1, + decoded_token=" between", + ), + 11: Logprob( + logprob=-3.210397958755493, rank=2, decoded_token=" in" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719562089.4807153, + last_token_time=1719562089.768718, + first_scheduled_time=1719562089.4812138, + first_token_time=1719562089.5375597, + time_in_queue=0.0004985332489013672, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="Most redditors know the tiny difference between Frog", + token_ids=(2895, 39275, 9314, 216, 5, 5262, 2249, 227, 27449), + cumulative_logprob=-48.38922264799476, + logprobs=[ + { + 2895: Logprob( + logprob=-6.909554481506348, rank=143, decoded_token="Most" + ), + 100: Logprob( + logprob=-2.197445869445801, rank=1, decoded_token="I" + ), + 133: Logprob( + logprob=-3.4867753982543945, rank=2, decoded_token="The" + ), + }, + { + 39275: Logprob( + logprob=-7.630484580993652, rank=148, decoded_token=" redd" + ), + 9: Logprob( + logprob=-1.8084166049957275, rank=1, decoded_token=" of" + ), + 82: Logprob( + logprob=-2.3389289379119873, rank=2, decoded_token=" people" + ), + }, + { + 9314: Logprob( + logprob=-0.039746206253767014, rank=1, decoded_token="itors" + ), + 7852: Logprob( + logprob=-4.065564155578613, rank=2, decoded_token="itor" + ), + }, + { + 216: Logprob( + logprob=-4.415658473968506, rank=15, decoded_token=" know" + ), + 32: Logprob( + logprob=-1.5063375234603882, rank=1, decoded_token=" are" + ), + 218: Logprob( + logprob=-2.7589268684387207, rank=2, decoded_token=" don" + ), + }, + { + 5: Logprob( + logprob=-2.7328412532806396, rank=3, decoded_token=" the" + ), + 14: Logprob( + logprob=-1.2675859928131104, rank=1, decoded_token=" that" + ), + 42: Logprob( + logprob=-2.295158624649048, rank=2, decoded_token=" this" + ), + }, + { + 5262: Logprob( + logprob=-9.554351806640625, rank=1370, decoded_token=" tiny" + ), + 1948: Logprob( + logprob=-1.7232582569122314, rank=1, decoded_token=" answer" + ), + 2249: Logprob( + logprob=-3.347280740737915, + rank=2, + decoded_token=" difference", + ), + }, + { + 2249: Logprob( + logprob=-4.9500274658203125, + rank=8, + decoded_token=" difference", + ), + 1280: Logprob( + logprob=-3.1549720764160156, rank=1, decoded_token=" amount" + ), + 410: Logprob( + logprob=-3.626887798309326, rank=2, decoded_token=" little" + ), + }, + { + 227: Logprob( + logprob=-0.08497463166713715, + rank=1, + decoded_token=" between", + ), + 11: Logprob( + logprob=-3.210397958755493, rank=2, decoded_token=" in" + ), + }, + { + 27449: Logprob( + logprob=-12.07158374786377, + rank=11151, + decoded_token=" Frog", + ), + 10: Logprob( + logprob=-1.4436050653457642, rank=1, decoded_token=" a" + ), + 5: Logprob( + logprob=-2.731874942779541, rank=2, decoded_token=" the" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719562089.4807153, + last_token_time=1719562089.8011742, + first_scheduled_time=1719562089.4812138, + first_token_time=1719562089.5375597, + time_in_queue=0.0004985332489013672, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="Most redditors know the tiny difference between Frogling", + token_ids=(2895, 39275, 9314, 216, 5, 5262, 2249, 227, 27449, 1527), + cumulative_logprob=-55.17701914533973, + logprobs=[ + { + 2895: Logprob( + logprob=-6.909554481506348, rank=143, decoded_token="Most" + ), + 100: Logprob( + logprob=-2.197445869445801, rank=1, decoded_token="I" + ), + 133: Logprob( + logprob=-3.4867753982543945, rank=2, decoded_token="The" + ), + }, + { + 39275: Logprob( + logprob=-7.630484580993652, rank=148, decoded_token=" redd" + ), + 9: Logprob( + logprob=-1.8084166049957275, rank=1, decoded_token=" of" + ), + 82: Logprob( + logprob=-2.3389289379119873, rank=2, decoded_token=" people" + ), + }, + { + 9314: Logprob( + logprob=-0.039746206253767014, rank=1, decoded_token="itors" + ), + 7852: Logprob( + logprob=-4.065564155578613, rank=2, decoded_token="itor" + ), + }, + { + 216: Logprob( + logprob=-4.415658473968506, rank=15, decoded_token=" know" + ), + 32: Logprob( + logprob=-1.5063375234603882, rank=1, decoded_token=" are" + ), + 218: Logprob( + logprob=-2.7589268684387207, rank=2, decoded_token=" don" + ), + }, + { + 5: Logprob( + logprob=-2.7328412532806396, rank=3, decoded_token=" the" + ), + 14: Logprob( + logprob=-1.2675859928131104, rank=1, decoded_token=" that" + ), + 42: Logprob( + logprob=-2.295158624649048, rank=2, decoded_token=" this" + ), + }, + { + 5262: Logprob( + logprob=-9.554351806640625, rank=1370, decoded_token=" tiny" + ), + 1948: Logprob( + logprob=-1.7232582569122314, rank=1, decoded_token=" answer" + ), + 2249: Logprob( + logprob=-3.347280740737915, + rank=2, + decoded_token=" difference", + ), + }, + { + 2249: Logprob( + logprob=-4.9500274658203125, + rank=8, + decoded_token=" difference", + ), + 1280: Logprob( + logprob=-3.1549720764160156, rank=1, decoded_token=" amount" + ), + 410: Logprob( + logprob=-3.626887798309326, rank=2, decoded_token=" little" + ), + }, + { + 227: Logprob( + logprob=-0.08497463166713715, + rank=1, + decoded_token=" between", + ), + 11: Logprob( + logprob=-3.210397958755493, rank=2, decoded_token=" in" + ), + }, + { + 27449: Logprob( + logprob=-12.07158374786377, + rank=11151, + decoded_token=" Frog", + ), + 10: Logprob( + logprob=-1.4436050653457642, rank=1, decoded_token=" a" + ), + 5: Logprob( + logprob=-2.731874942779541, rank=2, decoded_token=" the" + ), + }, + { + 1527: Logprob( + logprob=-6.787796497344971, rank=69, decoded_token="ling" + ), + 8: Logprob( + logprob=-1.6513729095458984, rank=1, decoded_token=" and" + ), + 29: Logprob( + logprob=-1.7453670501708984, rank=2, decoded_token="s" + ), + }, + ], + finish_reason="length", + stop_reason=None, + ) + ], + finished=True, + metrics=RequestMetrics( + arrival_time=1719562089.4807153, + last_token_time=1719562089.83397, + first_scheduled_time=1719562089.4812138, + first_token_time=1719562089.5375597, + time_in_queue=0.0004985332489013672, + finished_time=1719566665.8268993, + ), + lora_request=None, + ), +] + +opt_chat_cmpl_chunks_with_logit_bias = [ + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" Frog", + token_ids=(27449,), + cumulative_logprob=0.0, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719660998.9662814, + last_token_time=1719660999.0457416, + first_scheduled_time=1719660998.9670365, + first_token_time=1719660999.0454147, + time_in_queue=0.0007550716400146484, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" Frog Frog", + token_ids=(27449, 27449), + cumulative_logprob=0.0, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719660998.9662814, + last_token_time=1719660999.0881808, + first_scheduled_time=1719660998.9670365, + first_token_time=1719660999.0454147, + time_in_queue=0.0007550716400146484, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" Frog Frog Frog", + token_ids=(27449, 27449, 27449), + cumulative_logprob=0.0, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719660998.9662814, + last_token_time=1719660999.1315076, + first_scheduled_time=1719660998.9670365, + first_token_time=1719660999.0454147, + time_in_queue=0.0007550716400146484, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" Frog Frog Frog Frog", + token_ids=(27449, 27449, 27449, 27449), + cumulative_logprob=0.0, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719660998.9662814, + last_token_time=1719660999.171964, + first_scheduled_time=1719660998.9670365, + first_token_time=1719660999.0454147, + time_in_queue=0.0007550716400146484, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" Frog Frog Frog Frog Frog", + token_ids=(27449, 27449, 27449, 27449, 27449), + cumulative_logprob=0.0, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719660998.9662814, + last_token_time=1719660999.2129953, + first_scheduled_time=1719660998.9670365, + first_token_time=1719660999.0454147, + time_in_queue=0.0007550716400146484, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" Frog Frog Frog Frog Frog Frog", + token_ids=(27449, 27449, 27449, 27449, 27449, 27449), + cumulative_logprob=0.0, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719660998.9662814, + last_token_time=1719660999.2545228, + first_scheduled_time=1719660998.9670365, + first_token_time=1719660999.0454147, + time_in_queue=0.0007550716400146484, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" Frog Frog Frog Frog Frog Frog Frog", + token_ids=(27449, 27449, 27449, 27449, 27449, 27449, 27449), + cumulative_logprob=0.0, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719660998.9662814, + last_token_time=1719660999.2973335, + first_scheduled_time=1719660998.9670365, + first_token_time=1719660999.0454147, + time_in_queue=0.0007550716400146484, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" Frog Frog Frog Frog Frog Frog Frog Frog", + token_ids=(27449, 27449, 27449, 27449, 27449, 27449, 27449, 27449), + cumulative_logprob=0.0, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719660998.9662814, + last_token_time=1719660999.340904, + first_scheduled_time=1719660998.9670365, + first_token_time=1719660999.0454147, + time_in_queue=0.0007550716400146484, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" Frog Frog Frog Frog Frog Frog Frog Frog Frog", + token_ids=( + 27449, + 27449, + 27449, + 27449, + 27449, + 27449, + 27449, + 27449, + 27449, + ), + cumulative_logprob=0.0, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719660998.9662814, + last_token_time=1719660999.3833568, + first_scheduled_time=1719660998.9670365, + first_token_time=1719660999.0454147, + time_in_queue=0.0007550716400146484, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[ + 2, + 1185, + 32, + 10, + 5192, + 7359, + 12749, + 54, + 460, + 17904, + 11, + 5, + 2496, + 9, + 10, + 34687, + 2, + 6179, + 171, + 13845, + 64, + 10, + 1050, + 3529, + 11, + 65, + 2828, + 116, + 2, + ], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" Frog Frog Frog Frog Frog Frog Frog Frog Frog Frog", + token_ids=( + 27449, + 27449, + 27449, + 27449, + 27449, + 27449, + 27449, + 27449, + 27449, + 27449, + ), + cumulative_logprob=0.0, + logprobs=None, + finish_reason="length", + stop_reason=None, + ) + ], + finished=True, + metrics=RequestMetrics( + arrival_time=1719660998.9662814, + last_token_time=1719660999.4252603, + first_scheduled_time=1719660998.9670365, + first_token_time=1719660999.0454147, + time_in_queue=0.0007550716400146484, + finished_time=1719660999.4252543, + ), + lora_request=None, + ), +] + +# Completion mocks + +opt_cmpl_chunks = [ + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="-", + token_ids=(12,), + cumulative_logprob=-5.968788146972656, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719571494.726604, + last_token_time=1719571494.7727408, + first_scheduled_time=1719571494.7271025, + first_token_time=1719571494.7725506, + time_in_queue=0.0004985332489013672, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador", + token_ids=(12, 26882), + cumulative_logprob=-16.97801971435547, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719571494.726604, + last_token_time=1719571494.80594, + first_scheduled_time=1719571494.7271025, + first_token_time=1719571494.7725506, + time_in_queue=0.0004985332489013672, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador!", + token_ids=(12, 26882, 328), + cumulative_logprob=-20.131213903427124, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719571494.726604, + last_token_time=1719571494.8386245, + first_scheduled_time=1719571494.7271025, + first_token_time=1719571494.7725506, + time_in_queue=0.0004985332489013672, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He", + token_ids=(12, 26882, 328, 91), + cumulative_logprob=-21.5479416847229, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719571494.726604, + last_token_time=1719571494.8719313, + first_scheduled_time=1719571494.7271025, + first_token_time=1719571494.7725506, + time_in_queue=0.0004985332489013672, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has", + token_ids=(12, 26882, 328, 91, 34), + cumulative_logprob=-24.31446599960327, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719571494.726604, + last_token_time=1719571494.905585, + first_scheduled_time=1719571494.7271025, + first_token_time=1719571494.7725506, + time_in_queue=0.0004985332489013672, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny", + token_ids=(12, 26882, 328, 91, 34, 5262), + cumulative_logprob=-31.254112720489502, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719571494.726604, + last_token_time=1719571494.9397604, + first_scheduled_time=1719571494.7271025, + first_token_time=1719571494.7725506, + time_in_queue=0.0004985332489013672, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137), + cumulative_logprob=-32.616105914115906, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719571494.726604, + last_token_time=1719571494.9736176, + first_scheduled_time=1719571494.7271025, + first_token_time=1719571494.7725506, + time_in_queue=0.0004985332489013672, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears with", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137, 19), + cumulative_logprob=-37.23606622219086, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719571494.726604, + last_token_time=1719571495.0074778, + first_scheduled_time=1719571494.7271025, + first_token_time=1719571494.7725506, + time_in_queue=0.0004985332489013672, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears with fluffy", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137, 19, 33564), + cumulative_logprob=-42.86094415187836, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719571494.726604, + last_token_time=1719571495.0404558, + first_scheduled_time=1719571494.7271025, + first_token_time=1719571494.7725506, + time_in_queue=0.0004985332489013672, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears with fluffy white", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137, 19, 33564, 1104), + cumulative_logprob=-45.076220870018005, + logprobs=None, + finish_reason="length", + stop_reason=None, + ) + ], + finished=True, + metrics=RequestMetrics( + arrival_time=1719571494.726604, + last_token_time=1719571495.0741613, + first_scheduled_time=1719571494.7271025, + first_token_time=1719571494.7725506, + time_in_queue=0.0004985332489013672, + finished_time=1719571495.0741584, + ), + lora_request=None, + ), +] + +opt_cmpl_chunks_with_logprobs = [ + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="-", + token_ids=(12,), + cumulative_logprob=-5.968788146972656, + logprobs=[ + { + 12: Logprob( + logprob=-5.968788146972656, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.4537553787231445, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.8416948318481445, rank=2, decoded_token="," + ), + } + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719573407.7665198, + last_token_time=1719573407.8125467, + first_scheduled_time=1719573407.7670705, + first_token_time=1719573407.8123348, + time_in_queue=0.0005507469177246094, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador", + token_ids=(12, 26882), + cumulative_logprob=-16.97801971435547, + logprobs=[ + { + 12: Logprob( + logprob=-5.968788146972656, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.4537553787231445, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.8416948318481445, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009231567382812, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.754422903060913, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.075488328933716, rank=2, decoded_token=" she" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719573407.7665198, + last_token_time=1719573407.8460371, + first_scheduled_time=1719573407.7670705, + first_token_time=1719573407.8123348, + time_in_queue=0.0005507469177246094, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador!", + token_ids=(12, 26882, 328), + cumulative_logprob=-20.131213903427124, + logprobs=[ + { + 12: Logprob( + logprob=-5.968788146972656, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.4537553787231445, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.8416948318481445, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009231567382812, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.754422903060913, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.075488328933716, rank=2, decoded_token=" she" + ), + }, + { + 328: Logprob( + logprob=-3.1531941890716553, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394361019134521, rank=1, decoded_token=" mix" + ), + 4: Logprob( + logprob=-2.1872146129608154, rank=2, decoded_token="." + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719573407.7665198, + last_token_time=1719573407.8782697, + first_scheduled_time=1719573407.7670705, + first_token_time=1719573407.8123348, + time_in_queue=0.0005507469177246094, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He", + token_ids=(12, 26882, 328, 91), + cumulative_logprob=-21.5479416847229, + logprobs=[ + { + 12: Logprob( + logprob=-5.968788146972656, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.4537553787231445, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.8416948318481445, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009231567382812, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.754422903060913, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.075488328933716, rank=2, decoded_token=" she" + ), + }, + { + 328: Logprob( + logprob=-3.1531941890716553, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394361019134521, rank=1, decoded_token=" mix" + ), + 4: Logprob( + logprob=-2.1872146129608154, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167277812957764, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.0672662258148193, rank=2, decoded_token="\n" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719573407.7665198, + last_token_time=1719573407.9108856, + first_scheduled_time=1719573407.7670705, + first_token_time=1719573407.8123348, + time_in_queue=0.0005507469177246094, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has", + token_ids=(12, 26882, 328, 91, 34), + cumulative_logprob=-24.31446599960327, + logprobs=[ + { + 12: Logprob( + logprob=-5.968788146972656, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.4537553787231445, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.8416948318481445, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009231567382812, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.754422903060913, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.075488328933716, rank=2, decoded_token=" she" + ), + }, + { + 328: Logprob( + logprob=-3.1531941890716553, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394361019134521, rank=1, decoded_token=" mix" + ), + 4: Logprob( + logprob=-2.1872146129608154, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167277812957764, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.0672662258148193, rank=2, decoded_token="\n" + ), + }, + { + 34: Logprob( + logprob=-2.766524314880371, rank=3, decoded_token=" has" + ), + 18: Logprob( + logprob=-1.0847474336624146, rank=1, decoded_token="'s" + ), + 16: Logprob( + logprob=-1.547521710395813, rank=2, decoded_token=" is" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719573407.7665198, + last_token_time=1719573407.9432268, + first_scheduled_time=1719573407.7670705, + first_token_time=1719573407.8123348, + time_in_queue=0.0005507469177246094, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny", + token_ids=(12, 26882, 328, 91, 34, 5262), + cumulative_logprob=-31.254112720489502, + logprobs=[ + { + 12: Logprob( + logprob=-5.968788146972656, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.4537553787231445, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.8416948318481445, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009231567382812, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.754422903060913, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.075488328933716, rank=2, decoded_token=" she" + ), + }, + { + 328: Logprob( + logprob=-3.1531941890716553, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394361019134521, rank=1, decoded_token=" mix" + ), + 4: Logprob( + logprob=-2.1872146129608154, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167277812957764, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.0672662258148193, rank=2, decoded_token="\n" + ), + }, + { + 34: Logprob( + logprob=-2.766524314880371, rank=3, decoded_token=" has" + ), + 18: Logprob( + logprob=-1.0847474336624146, rank=1, decoded_token="'s" + ), + 16: Logprob( + logprob=-1.547521710395813, rank=2, decoded_token=" is" + ), + }, + { + 5262: Logprob( + logprob=-6.9396467208862305, rank=90, decoded_token=" tiny" + ), + 10: Logprob( + logprob=-1.3877270221710205, rank=1, decoded_token=" a" + ), + 57: Logprob( + logprob=-2.3109371662139893, rank=2, decoded_token=" been" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719573407.7665198, + last_token_time=1719573407.9753387, + first_scheduled_time=1719573407.7670705, + first_token_time=1719573407.8123348, + time_in_queue=0.0005507469177246094, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137), + cumulative_logprob=-32.616105914115906, + logprobs=[ + { + 12: Logprob( + logprob=-5.968788146972656, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.4537553787231445, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.8416948318481445, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009231567382812, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.754422903060913, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.075488328933716, rank=2, decoded_token=" she" + ), + }, + { + 328: Logprob( + logprob=-3.1531941890716553, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394361019134521, rank=1, decoded_token=" mix" + ), + 4: Logprob( + logprob=-2.1872146129608154, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167277812957764, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.0672662258148193, rank=2, decoded_token="\n" + ), + }, + { + 34: Logprob( + logprob=-2.766524314880371, rank=3, decoded_token=" has" + ), + 18: Logprob( + logprob=-1.0847474336624146, rank=1, decoded_token="'s" + ), + 16: Logprob( + logprob=-1.547521710395813, rank=2, decoded_token=" is" + ), + }, + { + 5262: Logprob( + logprob=-6.9396467208862305, rank=90, decoded_token=" tiny" + ), + 10: Logprob( + logprob=-1.3877270221710205, rank=1, decoded_token=" a" + ), + 57: Logprob( + logprob=-2.3109371662139893, rank=2, decoded_token=" been" + ), + }, + { + 12137: Logprob( + logprob=-1.3619931936264038, rank=1, decoded_token=" ears" + ), + 40844: Logprob( + logprob=-2.2743258476257324, rank=2, decoded_token=" paws" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719573407.7665198, + last_token_time=1719573408.0083814, + first_scheduled_time=1719573407.7670705, + first_token_time=1719573407.8123348, + time_in_queue=0.0005507469177246094, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears with", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137, 19), + cumulative_logprob=-37.23606622219086, + logprobs=[ + { + 12: Logprob( + logprob=-5.968788146972656, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.4537553787231445, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.8416948318481445, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009231567382812, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.754422903060913, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.075488328933716, rank=2, decoded_token=" she" + ), + }, + { + 328: Logprob( + logprob=-3.1531941890716553, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394361019134521, rank=1, decoded_token=" mix" + ), + 4: Logprob( + logprob=-2.1872146129608154, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167277812957764, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.0672662258148193, rank=2, decoded_token="\n" + ), + }, + { + 34: Logprob( + logprob=-2.766524314880371, rank=3, decoded_token=" has" + ), + 18: Logprob( + logprob=-1.0847474336624146, rank=1, decoded_token="'s" + ), + 16: Logprob( + logprob=-1.547521710395813, rank=2, decoded_token=" is" + ), + }, + { + 5262: Logprob( + logprob=-6.9396467208862305, rank=90, decoded_token=" tiny" + ), + 10: Logprob( + logprob=-1.3877270221710205, rank=1, decoded_token=" a" + ), + 57: Logprob( + logprob=-2.3109371662139893, rank=2, decoded_token=" been" + ), + }, + { + 12137: Logprob( + logprob=-1.3619931936264038, rank=1, decoded_token=" ears" + ), + 40844: Logprob( + logprob=-2.2743258476257324, rank=2, decoded_token=" paws" + ), + }, + { + 19: Logprob( + logprob=-4.619960308074951, rank=10, decoded_token=" with" + ), + 8: Logprob( + logprob=-0.805719792842865, rank=1, decoded_token=" and" + ), + 6: Logprob( + logprob=-1.6155686378479004, rank=2, decoded_token="," + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719573407.7665198, + last_token_time=1719573408.0417943, + first_scheduled_time=1719573407.7670705, + first_token_time=1719573407.8123348, + time_in_queue=0.0005507469177246094, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears with fluffy", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137, 19, 33564), + cumulative_logprob=-42.86094415187836, + logprobs=[ + { + 12: Logprob( + logprob=-5.968788146972656, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.4537553787231445, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.8416948318481445, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009231567382812, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.754422903060913, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.075488328933716, rank=2, decoded_token=" she" + ), + }, + { + 328: Logprob( + logprob=-3.1531941890716553, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394361019134521, rank=1, decoded_token=" mix" + ), + 4: Logprob( + logprob=-2.1872146129608154, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167277812957764, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.0672662258148193, rank=2, decoded_token="\n" + ), + }, + { + 34: Logprob( + logprob=-2.766524314880371, rank=3, decoded_token=" has" + ), + 18: Logprob( + logprob=-1.0847474336624146, rank=1, decoded_token="'s" + ), + 16: Logprob( + logprob=-1.547521710395813, rank=2, decoded_token=" is" + ), + }, + { + 5262: Logprob( + logprob=-6.9396467208862305, rank=90, decoded_token=" tiny" + ), + 10: Logprob( + logprob=-1.3877270221710205, rank=1, decoded_token=" a" + ), + 57: Logprob( + logprob=-2.3109371662139893, rank=2, decoded_token=" been" + ), + }, + { + 12137: Logprob( + logprob=-1.3619931936264038, rank=1, decoded_token=" ears" + ), + 40844: Logprob( + logprob=-2.2743258476257324, rank=2, decoded_token=" paws" + ), + }, + { + 19: Logprob( + logprob=-4.619960308074951, rank=10, decoded_token=" with" + ), + 8: Logprob( + logprob=-0.805719792842865, rank=1, decoded_token=" and" + ), + 6: Logprob( + logprob=-1.6155686378479004, rank=2, decoded_token="," + ), + }, + { + 33564: Logprob( + logprob=-5.6248779296875, rank=38, decoded_token=" fluffy" + ), + 10: Logprob( + logprob=-1.4977400302886963, rank=1, decoded_token=" a" + ), + 5262: Logprob( + logprob=-3.006150484085083, rank=2, decoded_token=" tiny" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719573407.7665198, + last_token_time=1719573408.0741389, + first_scheduled_time=1719573407.7670705, + first_token_time=1719573407.8123348, + time_in_queue=0.0005507469177246094, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears with fluffy white", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137, 19, 33564, 1104), + cumulative_logprob=-45.076220870018005, + logprobs=[ + { + 12: Logprob( + logprob=-5.968788146972656, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.4537553787231445, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.8416948318481445, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009231567382812, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.754422903060913, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.075488328933716, rank=2, decoded_token=" she" + ), + }, + { + 328: Logprob( + logprob=-3.1531941890716553, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394361019134521, rank=1, decoded_token=" mix" + ), + 4: Logprob( + logprob=-2.1872146129608154, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167277812957764, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.0672662258148193, rank=2, decoded_token="\n" + ), + }, + { + 34: Logprob( + logprob=-2.766524314880371, rank=3, decoded_token=" has" + ), + 18: Logprob( + logprob=-1.0847474336624146, rank=1, decoded_token="'s" + ), + 16: Logprob( + logprob=-1.547521710395813, rank=2, decoded_token=" is" + ), + }, + { + 5262: Logprob( + logprob=-6.9396467208862305, rank=90, decoded_token=" tiny" + ), + 10: Logprob( + logprob=-1.3877270221710205, rank=1, decoded_token=" a" + ), + 57: Logprob( + logprob=-2.3109371662139893, rank=2, decoded_token=" been" + ), + }, + { + 12137: Logprob( + logprob=-1.3619931936264038, rank=1, decoded_token=" ears" + ), + 40844: Logprob( + logprob=-2.2743258476257324, rank=2, decoded_token=" paws" + ), + }, + { + 19: Logprob( + logprob=-4.619960308074951, rank=10, decoded_token=" with" + ), + 8: Logprob( + logprob=-0.805719792842865, rank=1, decoded_token=" and" + ), + 6: Logprob( + logprob=-1.6155686378479004, rank=2, decoded_token="," + ), + }, + { + 33564: Logprob( + logprob=-5.6248779296875, rank=38, decoded_token=" fluffy" + ), + 10: Logprob( + logprob=-1.4977400302886963, rank=1, decoded_token=" a" + ), + 5262: Logprob( + logprob=-3.006150484085083, rank=2, decoded_token=" tiny" + ), + }, + { + 1104: Logprob( + logprob=-2.2152767181396484, rank=2, decoded_token=" white" + ), + 15503: Logprob( + logprob=-1.9012728929519653, rank=1, decoded_token=" fur" + ), + }, + ], + finish_reason="length", + stop_reason=None, + ) + ], + finished=True, + metrics=RequestMetrics( + arrival_time=1719573407.7665198, + last_token_time=1719573408.1068144, + first_scheduled_time=1719573407.7670705, + first_token_time=1719573407.8123348, + time_in_queue=0.0005507469177246094, + finished_time=1719573408.1068113, + ), + lora_request=None, + ), +] + +opt_cmpl_chunks_with_two_prompts = [ + [ + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="-", + token_ids=(12,), + cumulative_logprob=-5.968789577484131, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719584168.5240715, + last_token_time=1719584168.5717702, + first_scheduled_time=1719584168.5248196, + first_token_time=1719584168.5715034, + time_in_queue=0.0007481575012207031, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador", + token_ids=(12, 26882), + cumulative_logprob=-16.978020191192627, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719584168.5240715, + last_token_time=1719584168.6119769, + first_scheduled_time=1719584168.5248196, + first_token_time=1719584168.5715034, + time_in_queue=0.0007481575012207031, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador!", + token_ids=(12, 26882, 328), + cumulative_logprob=-20.13121271133423, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719584168.5240715, + last_token_time=1719584168.6512127, + first_scheduled_time=1719584168.5248196, + first_token_time=1719584168.5715034, + time_in_queue=0.0007481575012207031, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He", + token_ids=(12, 26882, 328, 91), + cumulative_logprob=-21.54794156551361, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719584168.5240715, + last_token_time=1719584168.6903815, + first_scheduled_time=1719584168.5248196, + first_token_time=1719584168.5715034, + time_in_queue=0.0007481575012207031, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has", + token_ids=(12, 26882, 328, 91, 34), + cumulative_logprob=-24.31446635723114, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719584168.5240715, + last_token_time=1719584168.729316, + first_scheduled_time=1719584168.5248196, + first_token_time=1719584168.5715034, + time_in_queue=0.0007481575012207031, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny", + token_ids=(12, 26882, 328, 91, 34, 5262), + cumulative_logprob=-31.254114031791687, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719584168.5240715, + last_token_time=1719584168.7692664, + first_scheduled_time=1719584168.5248196, + first_token_time=1719584168.5715034, + time_in_queue=0.0007481575012207031, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137), + cumulative_logprob=-32.61610519886017, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719584168.5240715, + last_token_time=1719584168.8083556, + first_scheduled_time=1719584168.5248196, + first_token_time=1719584168.5715034, + time_in_queue=0.0007481575012207031, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears with", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137, 19), + cumulative_logprob=-37.23606598377228, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719584168.5240715, + last_token_time=1719584168.8476195, + first_scheduled_time=1719584168.5248196, + first_token_time=1719584168.5715034, + time_in_queue=0.0007481575012207031, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears with fluffy", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137, 19, 33564), + cumulative_logprob=-42.860944867134094, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719584168.5240715, + last_token_time=1719584168.8882418, + first_scheduled_time=1719584168.5248196, + first_token_time=1719584168.5715034, + time_in_queue=0.0007481575012207031, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears with fluffy white", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137, 19, 33564, 1104), + cumulative_logprob=-45.076220631599426, + logprobs=None, + finish_reason="length", + stop_reason=None, + ) + ], + finished=True, + metrics=RequestMetrics( + arrival_time=1719584168.5240715, + last_token_time=1719584168.9272976, + first_scheduled_time=1719584168.5248196, + first_token_time=1719584168.5715034, + time_in_queue=0.0007481575012207031, + finished_time=1719584168.9272888, + ), + lora_request=None, + ), + ], + [ + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-1", + prompt=None, + prompt_token_ids=[2, 133, 6360, 16, 2440], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" and", + token_ids=(8,), + cumulative_logprob=-2.4368906021118164, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719584168.524312, + last_token_time=1719584168.5717702, + first_scheduled_time=1719584168.5248196, + first_token_time=1719584168.5715034, + time_in_queue=0.0005075931549072266, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-1", + prompt=None, + prompt_token_ids=[2, 133, 6360, 16, 2440], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" and no", + token_ids=(8, 117), + cumulative_logprob=-7.690991401672363, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719584168.524312, + last_token_time=1719584168.6119769, + first_scheduled_time=1719584168.5248196, + first_token_time=1719584168.5715034, + time_in_queue=0.0005075931549072266, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-1", + prompt=None, + prompt_token_ids=[2, 133, 6360, 16, 2440], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" and no one", + token_ids=(8, 117, 65), + cumulative_logprob=-8.11336663365364, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719584168.524312, + last_token_time=1719584168.6512127, + first_scheduled_time=1719584168.5248196, + first_token_time=1719584168.5715034, + time_in_queue=0.0005075931549072266, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-1", + prompt=None, + prompt_token_ids=[2, 133, 6360, 16, 2440], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" and no one is", + token_ids=(8, 117, 65, 16), + cumulative_logprob=-9.278029590845108, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719584168.524312, + last_token_time=1719584168.6903815, + first_scheduled_time=1719584168.5248196, + first_token_time=1719584168.5715034, + time_in_queue=0.0005075931549072266, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-1", + prompt=None, + prompt_token_ids=[2, 133, 6360, 16, 2440], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" and no one is going", + token_ids=(8, 117, 65, 16, 164), + cumulative_logprob=-12.09887209534645, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719584168.524312, + last_token_time=1719584168.729316, + first_scheduled_time=1719584168.5248196, + first_token_time=1719584168.5715034, + time_in_queue=0.0005075931549072266, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-1", + prompt=None, + prompt_token_ids=[2, 133, 6360, 16, 2440], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" and no one is going to", + token_ids=(8, 117, 65, 16, 164, 7), + cumulative_logprob=-12.18747579306364, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719584168.524312, + last_token_time=1719584168.7692664, + first_scheduled_time=1719584168.5248196, + first_token_time=1719584168.5715034, + time_in_queue=0.0005075931549072266, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-1", + prompt=None, + prompt_token_ids=[2, 133, 6360, 16, 2440], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" and no one is going to notice", + token_ids=(8, 117, 65, 16, 164, 7, 3120), + cumulative_logprob=-14.225699536502361, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719584168.524312, + last_token_time=1719584168.8083556, + first_scheduled_time=1719584168.5248196, + first_token_time=1719584168.5715034, + time_in_queue=0.0005075931549072266, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-1", + prompt=None, + prompt_token_ids=[2, 133, 6360, 16, 2440], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" and no one is going to notice.", + token_ids=(8, 117, 65, 16, 164, 7, 3120, 4), + cumulative_logprob=-15.519690982997417, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719584168.524312, + last_token_time=1719584168.8476195, + first_scheduled_time=1719584168.5248196, + first_token_time=1719584168.5715034, + time_in_queue=0.0005075931549072266, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-1", + prompt=None, + prompt_token_ids=[2, 133, 6360, 16, 2440], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" and no one is going to notice. You", + token_ids=(8, 117, 65, 16, 164, 7, 3120, 4, 370), + cumulative_logprob=-20.042794220149517, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719584168.524312, + last_token_time=1719584168.8882418, + first_scheduled_time=1719584168.5248196, + first_token_time=1719584168.5715034, + time_in_queue=0.0005075931549072266, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-1", + prompt=None, + prompt_token_ids=[2, 133, 6360, 16, 2440], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" and no one is going to notice. You don", + token_ids=(8, 117, 65, 16, 164, 7, 3120, 4, 370, 218), + cumulative_logprob=-23.34256123751402, + logprobs=None, + finish_reason="length", + stop_reason=None, + ) + ], + finished=True, + metrics=RequestMetrics( + arrival_time=1719584168.524312, + last_token_time=1719584168.9272976, + first_scheduled_time=1719584168.5248196, + first_token_time=1719584168.5715034, + time_in_queue=0.0005075931549072266, + finished_time=1719584168.9272954, + ), + lora_request=None, + ), + ], +] + +opt_cmpl_chunks_with_two_prompts_log_probs = [ + [ + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="-", + token_ids=(12,), + cumulative_logprob=-5.968789577484131, + logprobs=[ + { + 12: Logprob( + logprob=-5.968789577484131, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.4537543058395386, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.8416975736618042, rank=2, decoded_token="," + ), + } + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719589967.687916, + last_token_time=1719589967.7971866, + first_scheduled_time=1719589967.6917963, + first_token_time=1719589967.796725, + time_in_queue=0.0038802623748779297, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador", + token_ids=(12, 26882), + cumulative_logprob=-16.978020191192627, + logprobs=[ + { + 12: Logprob( + logprob=-5.968789577484131, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.4537543058395386, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.8416975736618042, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009230613708496, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.7544232606887817, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.0754880905151367, + rank=2, + decoded_token=" she", + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719589967.687916, + last_token_time=1719589967.8479855, + first_scheduled_time=1719589967.6917963, + first_token_time=1719589967.796725, + time_in_queue=0.0038802623748779297, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador!", + token_ids=(12, 26882, 328), + cumulative_logprob=-20.13121271133423, + logprobs=[ + { + 12: Logprob( + logprob=-5.968789577484131, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.4537543058395386, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.8416975736618042, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009230613708496, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.7544232606887817, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.0754880905151367, + rank=2, + decoded_token=" she", + ), + }, + { + 328: Logprob( + logprob=-3.1531925201416016, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394372940063477, + rank=1, + decoded_token=" mix", + ), + 4: Logprob( + logprob=-2.187213897705078, rank=2, decoded_token="." + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719589967.687916, + last_token_time=1719589967.8971055, + first_scheduled_time=1719589967.6917963, + first_token_time=1719589967.796725, + time_in_queue=0.0038802623748779297, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He", + token_ids=(12, 26882, 328, 91), + cumulative_logprob=-21.54794156551361, + logprobs=[ + { + 12: Logprob( + logprob=-5.968789577484131, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.4537543058395386, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.8416975736618042, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009230613708496, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.7544232606887817, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.0754880905151367, + rank=2, + decoded_token=" she", + ), + }, + { + 328: Logprob( + logprob=-3.1531925201416016, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394372940063477, + rank=1, + decoded_token=" mix", + ), + 4: Logprob( + logprob=-2.187213897705078, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167288541793823, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.067265510559082, rank=2, decoded_token="\n" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719589967.687916, + last_token_time=1719589967.9417195, + first_scheduled_time=1719589967.6917963, + first_token_time=1719589967.796725, + time_in_queue=0.0038802623748779297, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has", + token_ids=(12, 26882, 328, 91, 34), + cumulative_logprob=-24.31446635723114, + logprobs=[ + { + 12: Logprob( + logprob=-5.968789577484131, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.4537543058395386, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.8416975736618042, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009230613708496, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.7544232606887817, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.0754880905151367, + rank=2, + decoded_token=" she", + ), + }, + { + 328: Logprob( + logprob=-3.1531925201416016, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394372940063477, + rank=1, + decoded_token=" mix", + ), + 4: Logprob( + logprob=-2.187213897705078, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167288541793823, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.067265510559082, rank=2, decoded_token="\n" + ), + }, + { + 34: Logprob( + logprob=-2.7665247917175293, + rank=3, + decoded_token=" has", + ), + 18: Logprob( + logprob=-1.0847479104995728, rank=1, decoded_token="'s" + ), + 16: Logprob( + logprob=-1.5475212335586548, rank=2, decoded_token=" is" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719589967.687916, + last_token_time=1719589967.9892497, + first_scheduled_time=1719589967.6917963, + first_token_time=1719589967.796725, + time_in_queue=0.0038802623748779297, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny", + token_ids=(12, 26882, 328, 91, 34, 5262), + cumulative_logprob=-31.254114031791687, + logprobs=[ + { + 12: Logprob( + logprob=-5.968789577484131, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.4537543058395386, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.8416975736618042, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009230613708496, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.7544232606887817, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.0754880905151367, + rank=2, + decoded_token=" she", + ), + }, + { + 328: Logprob( + logprob=-3.1531925201416016, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394372940063477, + rank=1, + decoded_token=" mix", + ), + 4: Logprob( + logprob=-2.187213897705078, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167288541793823, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.067265510559082, rank=2, decoded_token="\n" + ), + }, + { + 34: Logprob( + logprob=-2.7665247917175293, + rank=3, + decoded_token=" has", + ), + 18: Logprob( + logprob=-1.0847479104995728, rank=1, decoded_token="'s" + ), + 16: Logprob( + logprob=-1.5475212335586548, rank=2, decoded_token=" is" + ), + }, + { + 5262: Logprob( + logprob=-6.939647674560547, + rank=90, + decoded_token=" tiny", + ), + 10: Logprob( + logprob=-1.3877274990081787, rank=1, decoded_token=" a" + ), + 57: Logprob( + logprob=-2.3109357357025146, + rank=2, + decoded_token=" been", + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719589967.687916, + last_token_time=1719589968.0347881, + first_scheduled_time=1719589967.6917963, + first_token_time=1719589967.796725, + time_in_queue=0.0038802623748779297, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137), + cumulative_logprob=-32.61610519886017, + logprobs=[ + { + 12: Logprob( + logprob=-5.968789577484131, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.4537543058395386, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.8416975736618042, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009230613708496, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.7544232606887817, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.0754880905151367, + rank=2, + decoded_token=" she", + ), + }, + { + 328: Logprob( + logprob=-3.1531925201416016, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394372940063477, + rank=1, + decoded_token=" mix", + ), + 4: Logprob( + logprob=-2.187213897705078, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167288541793823, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.067265510559082, rank=2, decoded_token="\n" + ), + }, + { + 34: Logprob( + logprob=-2.7665247917175293, + rank=3, + decoded_token=" has", + ), + 18: Logprob( + logprob=-1.0847479104995728, rank=1, decoded_token="'s" + ), + 16: Logprob( + logprob=-1.5475212335586548, rank=2, decoded_token=" is" + ), + }, + { + 5262: Logprob( + logprob=-6.939647674560547, + rank=90, + decoded_token=" tiny", + ), + 10: Logprob( + logprob=-1.3877274990081787, rank=1, decoded_token=" a" + ), + 57: Logprob( + logprob=-2.3109357357025146, + rank=2, + decoded_token=" been", + ), + }, + { + 12137: Logprob( + logprob=-1.3619911670684814, + rank=1, + decoded_token=" ears", + ), + 40844: Logprob( + logprob=-2.2743265628814697, + rank=2, + decoded_token=" paws", + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719589967.687916, + last_token_time=1719589968.0797527, + first_scheduled_time=1719589967.6917963, + first_token_time=1719589967.796725, + time_in_queue=0.0038802623748779297, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears with", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137, 19), + cumulative_logprob=-37.23606598377228, + logprobs=[ + { + 12: Logprob( + logprob=-5.968789577484131, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.4537543058395386, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.8416975736618042, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009230613708496, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.7544232606887817, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.0754880905151367, + rank=2, + decoded_token=" she", + ), + }, + { + 328: Logprob( + logprob=-3.1531925201416016, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394372940063477, + rank=1, + decoded_token=" mix", + ), + 4: Logprob( + logprob=-2.187213897705078, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167288541793823, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.067265510559082, rank=2, decoded_token="\n" + ), + }, + { + 34: Logprob( + logprob=-2.7665247917175293, + rank=3, + decoded_token=" has", + ), + 18: Logprob( + logprob=-1.0847479104995728, rank=1, decoded_token="'s" + ), + 16: Logprob( + logprob=-1.5475212335586548, rank=2, decoded_token=" is" + ), + }, + { + 5262: Logprob( + logprob=-6.939647674560547, + rank=90, + decoded_token=" tiny", + ), + 10: Logprob( + logprob=-1.3877274990081787, rank=1, decoded_token=" a" + ), + 57: Logprob( + logprob=-2.3109357357025146, + rank=2, + decoded_token=" been", + ), + }, + { + 12137: Logprob( + logprob=-1.3619911670684814, + rank=1, + decoded_token=" ears", + ), + 40844: Logprob( + logprob=-2.2743265628814697, + rank=2, + decoded_token=" paws", + ), + }, + { + 19: Logprob( + logprob=-4.619960784912109, + rank=10, + decoded_token=" with", + ), + 8: Logprob( + logprob=-0.8057191371917725, + rank=1, + decoded_token=" and", + ), + 6: Logprob( + logprob=-1.615569829940796, rank=2, decoded_token="," + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719589967.687916, + last_token_time=1719589968.1252568, + first_scheduled_time=1719589967.6917963, + first_token_time=1719589967.796725, + time_in_queue=0.0038802623748779297, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears with fluffy", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137, 19, 33564), + cumulative_logprob=-42.860944867134094, + logprobs=[ + { + 12: Logprob( + logprob=-5.968789577484131, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.4537543058395386, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.8416975736618042, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009230613708496, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.7544232606887817, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.0754880905151367, + rank=2, + decoded_token=" she", + ), + }, + { + 328: Logprob( + logprob=-3.1531925201416016, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394372940063477, + rank=1, + decoded_token=" mix", + ), + 4: Logprob( + logprob=-2.187213897705078, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167288541793823, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.067265510559082, rank=2, decoded_token="\n" + ), + }, + { + 34: Logprob( + logprob=-2.7665247917175293, + rank=3, + decoded_token=" has", + ), + 18: Logprob( + logprob=-1.0847479104995728, rank=1, decoded_token="'s" + ), + 16: Logprob( + logprob=-1.5475212335586548, rank=2, decoded_token=" is" + ), + }, + { + 5262: Logprob( + logprob=-6.939647674560547, + rank=90, + decoded_token=" tiny", + ), + 10: Logprob( + logprob=-1.3877274990081787, rank=1, decoded_token=" a" + ), + 57: Logprob( + logprob=-2.3109357357025146, + rank=2, + decoded_token=" been", + ), + }, + { + 12137: Logprob( + logprob=-1.3619911670684814, + rank=1, + decoded_token=" ears", + ), + 40844: Logprob( + logprob=-2.2743265628814697, + rank=2, + decoded_token=" paws", + ), + }, + { + 19: Logprob( + logprob=-4.619960784912109, + rank=10, + decoded_token=" with", + ), + 8: Logprob( + logprob=-0.8057191371917725, + rank=1, + decoded_token=" and", + ), + 6: Logprob( + logprob=-1.615569829940796, rank=2, decoded_token="," + ), + }, + { + 33564: Logprob( + logprob=-5.624878883361816, + rank=38, + decoded_token=" fluffy", + ), + 10: Logprob( + logprob=-1.4977388381958008, rank=1, decoded_token=" a" + ), + 5262: Logprob( + logprob=-3.0061492919921875, + rank=2, + decoded_token=" tiny", + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719589967.687916, + last_token_time=1719589968.1702635, + first_scheduled_time=1719589967.6917963, + first_token_time=1719589967.796725, + time_in_queue=0.0038802623748779297, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears with fluffy white", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137, 19, 33564, 1104), + cumulative_logprob=-45.076220631599426, + logprobs=[ + { + 12: Logprob( + logprob=-5.968789577484131, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.4537543058395386, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.8416975736618042, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009230613708496, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.7544232606887817, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.0754880905151367, + rank=2, + decoded_token=" she", + ), + }, + { + 328: Logprob( + logprob=-3.1531925201416016, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394372940063477, + rank=1, + decoded_token=" mix", + ), + 4: Logprob( + logprob=-2.187213897705078, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167288541793823, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.067265510559082, rank=2, decoded_token="\n" + ), + }, + { + 34: Logprob( + logprob=-2.7665247917175293, + rank=3, + decoded_token=" has", + ), + 18: Logprob( + logprob=-1.0847479104995728, rank=1, decoded_token="'s" + ), + 16: Logprob( + logprob=-1.5475212335586548, rank=2, decoded_token=" is" + ), + }, + { + 5262: Logprob( + logprob=-6.939647674560547, + rank=90, + decoded_token=" tiny", + ), + 10: Logprob( + logprob=-1.3877274990081787, rank=1, decoded_token=" a" + ), + 57: Logprob( + logprob=-2.3109357357025146, + rank=2, + decoded_token=" been", + ), + }, + { + 12137: Logprob( + logprob=-1.3619911670684814, + rank=1, + decoded_token=" ears", + ), + 40844: Logprob( + logprob=-2.2743265628814697, + rank=2, + decoded_token=" paws", + ), + }, + { + 19: Logprob( + logprob=-4.619960784912109, + rank=10, + decoded_token=" with", + ), + 8: Logprob( + logprob=-0.8057191371917725, + rank=1, + decoded_token=" and", + ), + 6: Logprob( + logprob=-1.615569829940796, rank=2, decoded_token="," + ), + }, + { + 33564: Logprob( + logprob=-5.624878883361816, + rank=38, + decoded_token=" fluffy", + ), + 10: Logprob( + logprob=-1.4977388381958008, rank=1, decoded_token=" a" + ), + 5262: Logprob( + logprob=-3.0061492919921875, + rank=2, + decoded_token=" tiny", + ), + }, + { + 1104: Logprob( + logprob=-2.215275764465332, + rank=2, + decoded_token=" white", + ), + 15503: Logprob( + logprob=-1.901274561882019, rank=1, decoded_token=" fur" + ), + }, + ], + finish_reason="length", + stop_reason=None, + ) + ], + finished=True, + metrics=RequestMetrics( + arrival_time=1719589967.687916, + last_token_time=1719589968.2152452, + first_scheduled_time=1719589967.6917963, + first_token_time=1719589967.796725, + time_in_queue=0.0038802623748779297, + finished_time=1719589968.215228, + ), + lora_request=None, + ), + ], + [ + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-1", + prompt=None, + prompt_token_ids=[2, 133, 6360, 16, 2440], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" and", + token_ids=(8,), + cumulative_logprob=-2.4368906021118164, + logprobs=[ + { + 8: Logprob( + logprob=-2.4368906021118164, + rank=4, + decoded_token=" and", + ), + 6: Logprob( + logprob=-1.4933549165725708, rank=1, decoded_token="," + ), + 4: Logprob( + logprob=-1.4948359727859497, rank=2, decoded_token="." + ), + } + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719589967.6889987, + last_token_time=1719589967.7971866, + first_scheduled_time=1719589967.6917963, + first_token_time=1719589967.796725, + time_in_queue=0.0027976036071777344, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-1", + prompt=None, + prompt_token_ids=[2, 133, 6360, 16, 2440], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" and no", + token_ids=(8, 117), + cumulative_logprob=-7.690991401672363, + logprobs=[ + { + 8: Logprob( + logprob=-2.4368906021118164, + rank=4, + decoded_token=" and", + ), + 6: Logprob( + logprob=-1.4933549165725708, rank=1, decoded_token="," + ), + 4: Logprob( + logprob=-1.4948359727859497, rank=2, decoded_token="." + ), + }, + { + 117: Logprob( + logprob=-5.254100799560547, rank=25, decoded_token=" no" + ), + 5: Logprob( + logprob=-1.2720444202423096, + rank=1, + decoded_token=" the", + ), + 38: Logprob( + logprob=-2.4218027591705322, rank=2, decoded_token=" I" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719589967.6889987, + last_token_time=1719589967.8479855, + first_scheduled_time=1719589967.6917963, + first_token_time=1719589967.796725, + time_in_queue=0.0027976036071777344, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-1", + prompt=None, + prompt_token_ids=[2, 133, 6360, 16, 2440], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" and no one", + token_ids=(8, 117, 65), + cumulative_logprob=-8.11336663365364, + logprobs=[ + { + 8: Logprob( + logprob=-2.4368906021118164, + rank=4, + decoded_token=" and", + ), + 6: Logprob( + logprob=-1.4933549165725708, rank=1, decoded_token="," + ), + 4: Logprob( + logprob=-1.4948359727859497, rank=2, decoded_token="." + ), + }, + { + 117: Logprob( + logprob=-5.254100799560547, rank=25, decoded_token=" no" + ), + 5: Logprob( + logprob=-1.2720444202423096, + rank=1, + decoded_token=" the", + ), + 38: Logprob( + logprob=-2.4218027591705322, rank=2, decoded_token=" I" + ), + }, + { + 65: Logprob( + logprob=-0.42237523198127747, + rank=1, + decoded_token=" one", + ), + 10722: Logprob( + logprob=-4.17390775680542, + rank=2, + decoded_token=" clouds", + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719589967.6889987, + last_token_time=1719589967.8971055, + first_scheduled_time=1719589967.6917963, + first_token_time=1719589967.796725, + time_in_queue=0.0027976036071777344, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-1", + prompt=None, + prompt_token_ids=[2, 133, 6360, 16, 2440], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" and no one is", + token_ids=(8, 117, 65, 16), + cumulative_logprob=-9.278029590845108, + logprobs=[ + { + 8: Logprob( + logprob=-2.4368906021118164, + rank=4, + decoded_token=" and", + ), + 6: Logprob( + logprob=-1.4933549165725708, rank=1, decoded_token="," + ), + 4: Logprob( + logprob=-1.4948359727859497, rank=2, decoded_token="." + ), + }, + { + 117: Logprob( + logprob=-5.254100799560547, rank=25, decoded_token=" no" + ), + 5: Logprob( + logprob=-1.2720444202423096, + rank=1, + decoded_token=" the", + ), + 38: Logprob( + logprob=-2.4218027591705322, rank=2, decoded_token=" I" + ), + }, + { + 65: Logprob( + logprob=-0.42237523198127747, + rank=1, + decoded_token=" one", + ), + 10722: Logprob( + logprob=-4.17390775680542, + rank=2, + decoded_token=" clouds", + ), + }, + { + 16: Logprob( + logprob=-1.1646629571914673, rank=1, decoded_token=" is" + ), + 64: Logprob( + logprob=-2.5355124473571777, + rank=2, + decoded_token=" can", + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719589967.6889987, + last_token_time=1719589967.9417195, + first_scheduled_time=1719589967.6917963, + first_token_time=1719589967.796725, + time_in_queue=0.0027976036071777344, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-1", + prompt=None, + prompt_token_ids=[2, 133, 6360, 16, 2440], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" and no one is going", + token_ids=(8, 117, 65, 16, 164), + cumulative_logprob=-12.09887209534645, + logprobs=[ + { + 8: Logprob( + logprob=-2.4368906021118164, + rank=4, + decoded_token=" and", + ), + 6: Logprob( + logprob=-1.4933549165725708, rank=1, decoded_token="," + ), + 4: Logprob( + logprob=-1.4948359727859497, rank=2, decoded_token="." + ), + }, + { + 117: Logprob( + logprob=-5.254100799560547, rank=25, decoded_token=" no" + ), + 5: Logprob( + logprob=-1.2720444202423096, + rank=1, + decoded_token=" the", + ), + 38: Logprob( + logprob=-2.4218027591705322, rank=2, decoded_token=" I" + ), + }, + { + 65: Logprob( + logprob=-0.42237523198127747, + rank=1, + decoded_token=" one", + ), + 10722: Logprob( + logprob=-4.17390775680542, + rank=2, + decoded_token=" clouds", + ), + }, + { + 16: Logprob( + logprob=-1.1646629571914673, rank=1, decoded_token=" is" + ), + 64: Logprob( + logprob=-2.5355124473571777, + rank=2, + decoded_token=" can", + ), + }, + { + 164: Logprob( + logprob=-2.8208425045013428, + rank=4, + decoded_token=" going", + ), + 2494: Logprob( + logprob=-2.0994670391082764, + rank=1, + decoded_token=" watching", + ), + 546: Logprob( + logprob=-2.5881574153900146, + rank=2, + decoded_token=" looking", + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719589967.6889987, + last_token_time=1719589967.9892497, + first_scheduled_time=1719589967.6917963, + first_token_time=1719589967.796725, + time_in_queue=0.0027976036071777344, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-1", + prompt=None, + prompt_token_ids=[2, 133, 6360, 16, 2440], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" and no one is going to", + token_ids=(8, 117, 65, 16, 164, 7), + cumulative_logprob=-12.18747579306364, + logprobs=[ + { + 8: Logprob( + logprob=-2.4368906021118164, + rank=4, + decoded_token=" and", + ), + 6: Logprob( + logprob=-1.4933549165725708, rank=1, decoded_token="," + ), + 4: Logprob( + logprob=-1.4948359727859497, rank=2, decoded_token="." + ), + }, + { + 117: Logprob( + logprob=-5.254100799560547, rank=25, decoded_token=" no" + ), + 5: Logprob( + logprob=-1.2720444202423096, + rank=1, + decoded_token=" the", + ), + 38: Logprob( + logprob=-2.4218027591705322, rank=2, decoded_token=" I" + ), + }, + { + 65: Logprob( + logprob=-0.42237523198127747, + rank=1, + decoded_token=" one", + ), + 10722: Logprob( + logprob=-4.17390775680542, + rank=2, + decoded_token=" clouds", + ), + }, + { + 16: Logprob( + logprob=-1.1646629571914673, rank=1, decoded_token=" is" + ), + 64: Logprob( + logprob=-2.5355124473571777, + rank=2, + decoded_token=" can", + ), + }, + { + 164: Logprob( + logprob=-2.8208425045013428, + rank=4, + decoded_token=" going", + ), + 2494: Logprob( + logprob=-2.0994670391082764, + rank=1, + decoded_token=" watching", + ), + 546: Logprob( + logprob=-2.5881574153900146, + rank=2, + decoded_token=" looking", + ), + }, + { + 7: Logprob( + logprob=-0.08860369771718979, + rank=1, + decoded_token=" to", + ), + 4558: Logprob( + logprob=-3.895568609237671, + rank=2, + decoded_token=" anywhere", + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719589967.6889987, + last_token_time=1719589968.0347881, + first_scheduled_time=1719589967.6917963, + first_token_time=1719589967.796725, + time_in_queue=0.0027976036071777344, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-1", + prompt=None, + prompt_token_ids=[2, 133, 6360, 16, 2440], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" and no one is going to notice", + token_ids=(8, 117, 65, 16, 164, 7, 3120), + cumulative_logprob=-14.225699536502361, + logprobs=[ + { + 8: Logprob( + logprob=-2.4368906021118164, + rank=4, + decoded_token=" and", + ), + 6: Logprob( + logprob=-1.4933549165725708, rank=1, decoded_token="," + ), + 4: Logprob( + logprob=-1.4948359727859497, rank=2, decoded_token="." + ), + }, + { + 117: Logprob( + logprob=-5.254100799560547, rank=25, decoded_token=" no" + ), + 5: Logprob( + logprob=-1.2720444202423096, + rank=1, + decoded_token=" the", + ), + 38: Logprob( + logprob=-2.4218027591705322, rank=2, decoded_token=" I" + ), + }, + { + 65: Logprob( + logprob=-0.42237523198127747, + rank=1, + decoded_token=" one", + ), + 10722: Logprob( + logprob=-4.17390775680542, + rank=2, + decoded_token=" clouds", + ), + }, + { + 16: Logprob( + logprob=-1.1646629571914673, rank=1, decoded_token=" is" + ), + 64: Logprob( + logprob=-2.5355124473571777, + rank=2, + decoded_token=" can", + ), + }, + { + 164: Logprob( + logprob=-2.8208425045013428, + rank=4, + decoded_token=" going", + ), + 2494: Logprob( + logprob=-2.0994670391082764, + rank=1, + decoded_token=" watching", + ), + 546: Logprob( + logprob=-2.5881574153900146, + rank=2, + decoded_token=" looking", + ), + }, + { + 7: Logprob( + logprob=-0.08860369771718979, + rank=1, + decoded_token=" to", + ), + 4558: Logprob( + logprob=-3.895568609237671, + rank=2, + decoded_token=" anywhere", + ), + }, + { + 3120: Logprob( + logprob=-2.0382237434387207, + rank=1, + decoded_token=" notice", + ), + 192: Logprob( + logprob=-2.475170612335205, rank=2, decoded_token=" see" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719589967.6889987, + last_token_time=1719589968.0797527, + first_scheduled_time=1719589967.6917963, + first_token_time=1719589967.796725, + time_in_queue=0.0027976036071777344, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-1", + prompt=None, + prompt_token_ids=[2, 133, 6360, 16, 2440], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" and no one is going to notice.", + token_ids=(8, 117, 65, 16, 164, 7, 3120, 4), + cumulative_logprob=-15.519690982997417, + logprobs=[ + { + 8: Logprob( + logprob=-2.4368906021118164, + rank=4, + decoded_token=" and", + ), + 6: Logprob( + logprob=-1.4933549165725708, rank=1, decoded_token="," + ), + 4: Logprob( + logprob=-1.4948359727859497, rank=2, decoded_token="." + ), + }, + { + 117: Logprob( + logprob=-5.254100799560547, rank=25, decoded_token=" no" + ), + 5: Logprob( + logprob=-1.2720444202423096, + rank=1, + decoded_token=" the", + ), + 38: Logprob( + logprob=-2.4218027591705322, rank=2, decoded_token=" I" + ), + }, + { + 65: Logprob( + logprob=-0.42237523198127747, + rank=1, + decoded_token=" one", + ), + 10722: Logprob( + logprob=-4.17390775680542, + rank=2, + decoded_token=" clouds", + ), + }, + { + 16: Logprob( + logprob=-1.1646629571914673, rank=1, decoded_token=" is" + ), + 64: Logprob( + logprob=-2.5355124473571777, + rank=2, + decoded_token=" can", + ), + }, + { + 164: Logprob( + logprob=-2.8208425045013428, + rank=4, + decoded_token=" going", + ), + 2494: Logprob( + logprob=-2.0994670391082764, + rank=1, + decoded_token=" watching", + ), + 546: Logprob( + logprob=-2.5881574153900146, + rank=2, + decoded_token=" looking", + ), + }, + { + 7: Logprob( + logprob=-0.08860369771718979, + rank=1, + decoded_token=" to", + ), + 4558: Logprob( + logprob=-3.895568609237671, + rank=2, + decoded_token=" anywhere", + ), + }, + { + 3120: Logprob( + logprob=-2.0382237434387207, + rank=1, + decoded_token=" notice", + ), + 192: Logprob( + logprob=-2.475170612335205, rank=2, decoded_token=" see" + ), + }, + { + 4: Logprob( + logprob=-1.2939914464950562, rank=1, decoded_token="." + ), + 24: Logprob( + logprob=-1.670294165611267, rank=2, decoded_token=" it" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719589967.6889987, + last_token_time=1719589968.1252568, + first_scheduled_time=1719589967.6917963, + first_token_time=1719589967.796725, + time_in_queue=0.0027976036071777344, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-1", + prompt=None, + prompt_token_ids=[2, 133, 6360, 16, 2440], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" and no one is going to notice. You", + token_ids=(8, 117, 65, 16, 164, 7, 3120, 4, 370), + cumulative_logprob=-20.042794220149517, + logprobs=[ + { + 8: Logprob( + logprob=-2.4368906021118164, + rank=4, + decoded_token=" and", + ), + 6: Logprob( + logprob=-1.4933549165725708, rank=1, decoded_token="," + ), + 4: Logprob( + logprob=-1.4948359727859497, rank=2, decoded_token="." + ), + }, + { + 117: Logprob( + logprob=-5.254100799560547, rank=25, decoded_token=" no" + ), + 5: Logprob( + logprob=-1.2720444202423096, + rank=1, + decoded_token=" the", + ), + 38: Logprob( + logprob=-2.4218027591705322, rank=2, decoded_token=" I" + ), + }, + { + 65: Logprob( + logprob=-0.42237523198127747, + rank=1, + decoded_token=" one", + ), + 10722: Logprob( + logprob=-4.17390775680542, + rank=2, + decoded_token=" clouds", + ), + }, + { + 16: Logprob( + logprob=-1.1646629571914673, rank=1, decoded_token=" is" + ), + 64: Logprob( + logprob=-2.5355124473571777, + rank=2, + decoded_token=" can", + ), + }, + { + 164: Logprob( + logprob=-2.8208425045013428, + rank=4, + decoded_token=" going", + ), + 2494: Logprob( + logprob=-2.0994670391082764, + rank=1, + decoded_token=" watching", + ), + 546: Logprob( + logprob=-2.5881574153900146, + rank=2, + decoded_token=" looking", + ), + }, + { + 7: Logprob( + logprob=-0.08860369771718979, + rank=1, + decoded_token=" to", + ), + 4558: Logprob( + logprob=-3.895568609237671, + rank=2, + decoded_token=" anywhere", + ), + }, + { + 3120: Logprob( + logprob=-2.0382237434387207, + rank=1, + decoded_token=" notice", + ), + 192: Logprob( + logprob=-2.475170612335205, rank=2, decoded_token=" see" + ), + }, + { + 4: Logprob( + logprob=-1.2939914464950562, rank=1, decoded_token="." + ), + 24: Logprob( + logprob=-1.670294165611267, rank=2, decoded_token=" it" + ), + }, + { + 370: Logprob( + logprob=-4.5231032371521, rank=6, decoded_token=" You" + ), + 50118: Logprob( + logprob=-0.5480296015739441, rank=1, decoded_token="\n" + ), + 1437: Logprob( + logprob=-2.24289870262146, rank=2, decoded_token=" " + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719589967.6889987, + last_token_time=1719589968.1702635, + first_scheduled_time=1719589967.6917963, + first_token_time=1719589967.796725, + time_in_queue=0.0027976036071777344, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-1", + prompt=None, + prompt_token_ids=[2, 133, 6360, 16, 2440], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=" and no one is going to notice. You don", + token_ids=(8, 117, 65, 16, 164, 7, 3120, 4, 370, 218), + cumulative_logprob=-23.34256123751402, + logprobs=[ + { + 8: Logprob( + logprob=-2.4368906021118164, + rank=4, + decoded_token=" and", + ), + 6: Logprob( + logprob=-1.4933549165725708, rank=1, decoded_token="," + ), + 4: Logprob( + logprob=-1.4948359727859497, rank=2, decoded_token="." + ), + }, + { + 117: Logprob( + logprob=-5.254100799560547, rank=25, decoded_token=" no" + ), + 5: Logprob( + logprob=-1.2720444202423096, + rank=1, + decoded_token=" the", + ), + 38: Logprob( + logprob=-2.4218027591705322, rank=2, decoded_token=" I" + ), + }, + { + 65: Logprob( + logprob=-0.42237523198127747, + rank=1, + decoded_token=" one", + ), + 10722: Logprob( + logprob=-4.17390775680542, + rank=2, + decoded_token=" clouds", + ), + }, + { + 16: Logprob( + logprob=-1.1646629571914673, rank=1, decoded_token=" is" + ), + 64: Logprob( + logprob=-2.5355124473571777, + rank=2, + decoded_token=" can", + ), + }, + { + 164: Logprob( + logprob=-2.8208425045013428, + rank=4, + decoded_token=" going", + ), + 2494: Logprob( + logprob=-2.0994670391082764, + rank=1, + decoded_token=" watching", + ), + 546: Logprob( + logprob=-2.5881574153900146, + rank=2, + decoded_token=" looking", + ), + }, + { + 7: Logprob( + logprob=-0.08860369771718979, + rank=1, + decoded_token=" to", + ), + 4558: Logprob( + logprob=-3.895568609237671, + rank=2, + decoded_token=" anywhere", + ), + }, + { + 3120: Logprob( + logprob=-2.0382237434387207, + rank=1, + decoded_token=" notice", + ), + 192: Logprob( + logprob=-2.475170612335205, rank=2, decoded_token=" see" + ), + }, + { + 4: Logprob( + logprob=-1.2939914464950562, rank=1, decoded_token="." + ), + 24: Logprob( + logprob=-1.670294165611267, rank=2, decoded_token=" it" + ), + }, + { + 370: Logprob( + logprob=-4.5231032371521, rank=6, decoded_token=" You" + ), + 50118: Logprob( + logprob=-0.5480296015739441, rank=1, decoded_token="\n" + ), + 1437: Logprob( + logprob=-2.24289870262146, rank=2, decoded_token=" " + ), + }, + { + 218: Logprob( + logprob=-3.299767017364502, rank=6, decoded_token=" don" + ), + 64: Logprob( + logprob=-2.143829822540283, rank=1, decoded_token=" can" + ), + 214: Logprob( + logprob=-2.1697640419006348, rank=2, decoded_token="'re" + ), + }, + ], + finish_reason="length", + stop_reason=None, + ) + ], + finished=True, + metrics=RequestMetrics( + arrival_time=1719589967.6889987, + last_token_time=1719589968.2152452, + first_scheduled_time=1719589967.6917963, + first_token_time=1719589967.796725, + time_in_queue=0.0027976036071777344, + finished_time=1719589968.2152417, + ), + lora_request=None, + ), + ], +] + +opt_cmpl_chunks_with_n_2 = [ + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=",", + token_ids=(6,), + cumulative_logprob=-1.8416948318481445, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=2, + text=" and", + token_ids=(8,), + cumulative_logprob=-2.2421159744262695, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719640772.0308266, + last_token_time=1719640772.1047966, + first_scheduled_time=1719640772.0334153, + first_token_time=1719640772.1039727, + time_in_queue=0.0025887489318847656, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=", so", + token_ids=(6, 98), + cumulative_logprob=-5.305910110473633, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=2, + text=" and myself", + token_ids=(8, 2185), + cumulative_logprob=-9.334444522857666, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719640772.0308266, + last_token_time=1719640772.1524968, + first_scheduled_time=1719640772.0334153, + first_token_time=1719640772.1039727, + time_in_queue=0.0025887489318847656, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=", so I", + token_ids=(6, 98, 38), + cumulative_logprob=-6.166063189506531, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=2, + text=" and myself.", + token_ids=(8, 2185, 4), + cumulative_logprob=-11.079005599021912, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719640772.0308266, + last_token_time=1719640772.1984475, + first_scheduled_time=1719640772.0334153, + first_token_time=1719640772.1039727, + time_in_queue=0.0025887489318847656, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=", so I know", + token_ids=(6, 98, 38, 216), + cumulative_logprob=-10.287340998649597, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=2, + text=" and myself. ", + token_ids=(8, 2185, 4, 1437), + cumulative_logprob=-13.231551051139832, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719640772.0308266, + last_token_time=1719640772.2463255, + first_scheduled_time=1719640772.0334153, + first_token_time=1719640772.1039727, + time_in_queue=0.0025887489318847656, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=", so I know how", + token_ids=(6, 98, 38, 216, 141), + cumulative_logprob=-12.755180716514587, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=2, + text=" and myself. Sometimes", + token_ids=(8, 2185, 4, 1437, 7411), + cumulative_logprob=-19.232725024223328, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719640772.0308266, + last_token_time=1719640772.2914917, + first_scheduled_time=1719640772.0334153, + first_token_time=1719640772.1039727, + time_in_queue=0.0025887489318847656, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=", so I know how much", + token_ids=(6, 98, 38, 216, 141, 203), + cumulative_logprob=-14.936209082603455, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=2, + text=" and myself. Sometimes I", + token_ids=(8, 2185, 4, 1437, 7411, 38), + cumulative_logprob=-19.991046369075775, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719640772.0308266, + last_token_time=1719640772.336993, + first_scheduled_time=1719640772.0334153, + first_token_time=1719640772.1039727, + time_in_queue=0.0025887489318847656, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=", so I know how much you", + token_ids=(6, 98, 38, 216, 141, 203, 47), + cumulative_logprob=-16.388848900794983, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=2, + text=" and myself. Sometimes I try", + token_ids=(8, 2185, 4, 1437, 7411, 38, 860), + cumulative_logprob=-23.83206480741501, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719640772.0308266, + last_token_time=1719640772.383404, + first_scheduled_time=1719640772.0334153, + first_token_time=1719640772.1039727, + time_in_queue=0.0025887489318847656, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=", so I know how much you guys", + token_ids=(6, 98, 38, 216, 141, 203, 47, 1669), + cumulative_logprob=-19.739151120185852, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=2, + text=" and myself. Sometimes I try to", + token_ids=(8, 2185, 4, 1437, 7411, 38, 860, 7), + cumulative_logprob=-23.989818647503853, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719640772.0308266, + last_token_time=1719640772.4289408, + first_scheduled_time=1719640772.0334153, + first_token_time=1719640772.1039727, + time_in_queue=0.0025887489318847656, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=", so I know how much you guys are", + token_ids=(6, 98, 38, 216, 141, 203, 47, 1669, 32), + cumulative_logprob=-22.317527890205383, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=2, + text=" and myself. Sometimes I try to pick", + token_ids=(8, 2185, 4, 1437, 7411, 38, 860, 7, 1339), + cumulative_logprob=-28.86552245914936, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719640772.0308266, + last_token_time=1719640772.4743848, + first_scheduled_time=1719640772.0334153, + first_token_time=1719640772.1039727, + time_in_queue=0.0025887489318847656, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=", so I know how much you guys are needing", + token_ids=(6, 98, 38, 216, 141, 203, 47, 1669, 32, 12075), + cumulative_logprob=-28.802258610725403, + logprobs=None, + finish_reason="length", + stop_reason=None, + ), + CompletionOutput( + index=2, + text=" and myself. Sometimes I try to pick my", + token_ids=(8, 2185, 4, 1437, 7411, 38, 860, 7, 1339, 127), + cumulative_logprob=-32.67578609287739, + logprobs=None, + finish_reason="length", + stop_reason=None, + ), + ], + finished=True, + metrics=RequestMetrics( + arrival_time=1719640772.0308266, + last_token_time=1719640772.5209877, + first_scheduled_time=1719640772.0334153, + first_token_time=1719640772.1039727, + time_in_queue=0.0025887489318847656, + finished_time=1719640772.5209823, + ), + lora_request=None, + ), +] + +opt_cmpl_chunks_with_n_3 = [ + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=",", + token_ids=(6,), + cumulative_logprob=-1.8416948318481445, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=2, + text=" and", + token_ids=(8,), + cumulative_logprob=-2.2421159744262695, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=1, + text="-", + token_ids=(12,), + cumulative_logprob=-5.968788146972656, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719641806.1763275, + last_token_time=1719641806.256669, + first_scheduled_time=1719641806.1789184, + first_token_time=1719641806.2558353, + time_in_queue=0.0025908946990966797, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=", so", + token_ids=(6, 98), + cumulative_logprob=-5.305910110473633, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=2, + text=" and myself", + token_ids=(8, 2185), + cumulative_logprob=-9.334444522857666, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=1, + text="-new", + token_ids=(12, 4651), + cumulative_logprob=-15.287845611572266, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719641806.1763275, + last_token_time=1719641806.3042936, + first_scheduled_time=1719641806.1789184, + first_token_time=1719641806.2558353, + time_in_queue=0.0025908946990966797, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=", so I", + token_ids=(6, 98, 38), + cumulative_logprob=-6.166063189506531, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=2, + text=" and myself.", + token_ids=(8, 2185, 4), + cumulative_logprob=-11.079005599021912, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=1, + text="-newbie", + token_ids=(12, 4651, 12750), + cumulative_logprob=-17.796749114990234, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719641806.1763275, + last_token_time=1719641806.3501604, + first_scheduled_time=1719641806.1789184, + first_token_time=1719641806.2558353, + time_in_queue=0.0025908946990966797, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=", so I know", + token_ids=(6, 98, 38, 216), + cumulative_logprob=-10.287340998649597, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=2, + text=" and myself. ", + token_ids=(8, 2185, 4, 1437), + cumulative_logprob=-13.231551051139832, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=1, + text="-newbie and", + token_ids=(12, 4651, 12750, 8), + cumulative_logprob=-20.89390254020691, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719641806.1763275, + last_token_time=1719641806.3966303, + first_scheduled_time=1719641806.1789184, + first_token_time=1719641806.2558353, + time_in_queue=0.0025908946990966797, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=", so I know how", + token_ids=(6, 98, 38, 216, 141), + cumulative_logprob=-12.755180716514587, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=2, + text=" and myself. Sometimes", + token_ids=(8, 2185, 4, 1437, 7411), + cumulative_logprob=-19.232725024223328, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=1, + text="-newbie and don", + token_ids=(12, 4651, 12750, 8, 218), + cumulative_logprob=-25.38681435585022, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719641806.1763275, + last_token_time=1719641806.4434476, + first_scheduled_time=1719641806.1789184, + first_token_time=1719641806.2558353, + time_in_queue=0.0025908946990966797, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=", so I know how much", + token_ids=(6, 98, 38, 216, 141, 203), + cumulative_logprob=-14.936209082603455, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=2, + text=" and myself. Sometimes I", + token_ids=(8, 2185, 4, 1437, 7411, 38), + cumulative_logprob=-19.991046369075775, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=1, + text="-newbie and don't", + token_ids=(12, 4651, 12750, 8, 218, 75), + cumulative_logprob=-25.490039318799973, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719641806.1763275, + last_token_time=1719641806.4952884, + first_scheduled_time=1719641806.1789184, + first_token_time=1719641806.2558353, + time_in_queue=0.0025908946990966797, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=", so I know how much you", + token_ids=(6, 98, 38, 216, 141, 203, 47), + cumulative_logprob=-16.388848900794983, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=2, + text=" and myself. Sometimes I try", + token_ids=(8, 2185, 4, 1437, 7411, 38, 860), + cumulative_logprob=-23.83206480741501, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=1, + text="-newbie and don't generally", + token_ids=(12, 4651, 12750, 8, 218, 75, 3489), + cumulative_logprob=-33.25731226801872, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719641806.1763275, + last_token_time=1719641806.547046, + first_scheduled_time=1719641806.1789184, + first_token_time=1719641806.2558353, + time_in_queue=0.0025908946990966797, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=", so I know how much you guys", + token_ids=(6, 98, 38, 216, 141, 203, 47, 1669), + cumulative_logprob=-19.739151120185852, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=2, + text=" and myself. Sometimes I try to", + token_ids=(8, 2185, 4, 1437, 7411, 38, 860, 7), + cumulative_logprob=-23.989818647503853, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=1, + text="-newbie and don't generally seek", + token_ids=(12, 4651, 12750, 8, 218, 75, 3489, 2639), + cumulative_logprob=-39.63435980677605, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719641806.1763275, + last_token_time=1719641806.5982373, + first_scheduled_time=1719641806.1789184, + first_token_time=1719641806.2558353, + time_in_queue=0.0025908946990966797, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=", so I know how much you guys are", + token_ids=(6, 98, 38, 216, 141, 203, 47, 1669, 32), + cumulative_logprob=-22.317527890205383, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=2, + text=" and myself. Sometimes I try to pick", + token_ids=(8, 2185, 4, 1437, 7411, 38, 860, 7, 1339), + cumulative_logprob=-28.86552245914936, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + CompletionOutput( + index=1, + text="-newbie and don't generally seek it", + token_ids=(12, 4651, 12750, 8, 218, 75, 3489, 2639, 24), + cumulative_logprob=-45.03968760371208, + logprobs=None, + finish_reason=None, + stop_reason=None, + ), + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719641806.1763275, + last_token_time=1719641806.6489444, + first_scheduled_time=1719641806.1789184, + first_token_time=1719641806.2558353, + time_in_queue=0.0025908946990966797, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text=", so I know how much you guys are needing", + token_ids=(6, 98, 38, 216, 141, 203, 47, 1669, 32, 12075), + cumulative_logprob=-28.802258610725403, + logprobs=None, + finish_reason="length", + stop_reason=None, + ), + CompletionOutput( + index=2, + text=" and myself. Sometimes I try to pick my", + token_ids=(8, 2185, 4, 1437, 7411, 38, 860, 7, 1339, 127), + cumulative_logprob=-32.67578609287739, + logprobs=None, + finish_reason="length", + stop_reason=None, + ), + CompletionOutput( + index=1, + text="-newbie and don't generally seek it out", + token_ids=(12, 4651, 12750, 8, 218, 75, 3489, 2639, 24, 66), + cumulative_logprob=-45.20532666146755, + logprobs=None, + finish_reason="length", + stop_reason=None, + ), + ], + finished=True, + metrics=RequestMetrics( + arrival_time=1719641806.1763275, + last_token_time=1719641806.7002027, + first_scheduled_time=1719641806.1789184, + first_token_time=1719641806.2558353, + time_in_queue=0.0025908946990966797, + finished_time=1719641806.7001975, + ), + lora_request=None, + ), +] + +opt_cmpl_chunks_with_logit_bias = [ + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="-", + token_ids=(12,), + cumulative_logprob=-5.96877384185791, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719659778.9400077, + last_token_time=1719659779.0637863, + first_scheduled_time=1719659778.9423137, + first_token_time=1719659779.0626233, + time_in_queue=0.0023059844970703125, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador", + token_ids=(12, 26882), + cumulative_logprob=-16.977975845336914, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719659778.9400077, + last_token_time=1719659779.1451252, + first_scheduled_time=1719659778.9423137, + first_token_time=1719659779.0626233, + time_in_queue=0.0023059844970703125, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador!", + token_ids=(12, 26882, 328), + cumulative_logprob=-20.131160736083984, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719659778.9400077, + last_token_time=1719659779.222749, + first_scheduled_time=1719659778.9423137, + first_token_time=1719659779.0626233, + time_in_queue=0.0023059844970703125, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He", + token_ids=(12, 26882, 328, 91), + cumulative_logprob=-21.547887325286865, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719659778.9400077, + last_token_time=1719659779.2765543, + first_scheduled_time=1719659778.9423137, + first_token_time=1719659779.0626233, + time_in_queue=0.0023059844970703125, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has", + token_ids=(12, 26882, 328, 91, 34), + cumulative_logprob=-24.31441068649292, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719659778.9400077, + last_token_time=1719659779.3302877, + first_scheduled_time=1719659778.9423137, + first_token_time=1719659779.0626233, + time_in_queue=0.0023059844970703125, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny", + token_ids=(12, 26882, 328, 91, 34, 5262), + cumulative_logprob=-31.253928184509277, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719659778.9400077, + last_token_time=1719659779.3823342, + first_scheduled_time=1719659778.9423137, + first_token_time=1719659779.0626233, + time_in_queue=0.0023059844970703125, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137), + cumulative_logprob=-32.61497759819031, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719659778.9400077, + last_token_time=1719659779.4363637, + first_scheduled_time=1719659778.9423137, + first_token_time=1719659779.0626233, + time_in_queue=0.0023059844970703125, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears with", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137, 19), + cumulative_logprob=-37.2349374294281, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719659778.9400077, + last_token_time=1719659779.4887528, + first_scheduled_time=1719659778.9423137, + first_token_time=1719659779.0626233, + time_in_queue=0.0023059844970703125, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears with red", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137, 19, 1275), + cumulative_logprob=-41.17036414146423, + logprobs=None, + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719659778.9400077, + last_token_time=1719659779.541681, + first_scheduled_time=1719659778.9423137, + first_token_time=1719659779.0626233, + time_in_queue=0.0023059844970703125, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=None, + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears with red hair", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137, 19, 1275, 2549), + cumulative_logprob=-43.83025312423706, + logprobs=None, + finish_reason="length", + stop_reason=None, + ) + ], + finished=True, + metrics=RequestMetrics( + arrival_time=1719659778.9400077, + last_token_time=1719659779.5935142, + first_scheduled_time=1719659778.9423137, + first_token_time=1719659779.0626233, + time_in_queue=0.0023059844970703125, + finished_time=1719659779.5935032, + ), + lora_request=None, + ), +] + +opt_cmpl_chunks_with_echo_logprobs = [ + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=[ + None, + { + 30086: Logprob( + logprob=-9.352765083312988, rank=369, decoded_token="Hi" + ), + 100: Logprob(logprob=-1.4278708696365356, rank=1, decoded_token="I"), + 133: Logprob(logprob=-2.4365129470825195, rank=2, decoded_token="The"), + }, + { + 6: Logprob(logprob=-1.4278249740600586, rank=1, decoded_token=","), + 328: Logprob(logprob=-1.934173583984375, rank=2, decoded_token="!"), + }, + { + 38: Logprob(logprob=-0.976689338684082, rank=1, decoded_token=" I"), + 1437: Logprob(logprob=-2.723400115966797, rank=2, decoded_token=" "), + }, + { + 657: Logprob( + logprob=-5.6148481369018555, rank=22, decoded_token=" love" + ), + 437: Logprob(logprob=-1.015452265739441, rank=1, decoded_token="'m"), + 33: Logprob(logprob=-1.9374703168869019, rank=2, decoded_token=" have"), + }, + { + 127: Logprob(logprob=-4.214991569519043, rank=9, decoded_token=" my"), + 110: Logprob( + logprob=-1.7619359493255615, rank=1, decoded_token=" your" + ), + 5: Logprob(logprob=-1.999145269393921, rank=2, decoded_token=" the"), + }, + { + 4758: Logprob(logprob=-4.99854040145874, rank=3, decoded_token=" cat"), + 92: Logprob(logprob=-3.4642574787139893, rank=1, decoded_token=" new"), + 793: Logprob(logprob=-4.73804235458374, rank=2, decoded_token=" old"), + }, + ], + outputs=[ + CompletionOutput( + index=0, + text="-", + token_ids=(12,), + cumulative_logprob=-5.968787670135498, + logprobs=[ + { + 12: Logprob( + logprob=-5.968787670135498, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.453755497932434, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.841694951057434, rank=2, decoded_token="," + ), + } + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719815937.6041, + last_token_time=1719815937.6572065, + first_scheduled_time=1719815937.604701, + first_token_time=1719815937.6568153, + time_in_queue=0.0006010532379150391, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=[ + None, + { + 30086: Logprob( + logprob=-9.352765083312988, rank=369, decoded_token="Hi" + ), + 100: Logprob(logprob=-1.4278708696365356, rank=1, decoded_token="I"), + 133: Logprob(logprob=-2.4365129470825195, rank=2, decoded_token="The"), + }, + { + 6: Logprob(logprob=-1.4278249740600586, rank=1, decoded_token=","), + 328: Logprob(logprob=-1.934173583984375, rank=2, decoded_token="!"), + }, + { + 38: Logprob(logprob=-0.976689338684082, rank=1, decoded_token=" I"), + 1437: Logprob(logprob=-2.723400115966797, rank=2, decoded_token=" "), + }, + { + 657: Logprob( + logprob=-5.6148481369018555, rank=22, decoded_token=" love" + ), + 437: Logprob(logprob=-1.015452265739441, rank=1, decoded_token="'m"), + 33: Logprob(logprob=-1.9374703168869019, rank=2, decoded_token=" have"), + }, + { + 127: Logprob(logprob=-4.214991569519043, rank=9, decoded_token=" my"), + 110: Logprob( + logprob=-1.7619359493255615, rank=1, decoded_token=" your" + ), + 5: Logprob(logprob=-1.999145269393921, rank=2, decoded_token=" the"), + }, + { + 4758: Logprob(logprob=-4.99854040145874, rank=3, decoded_token=" cat"), + 92: Logprob(logprob=-3.4642574787139893, rank=1, decoded_token=" new"), + 793: Logprob(logprob=-4.73804235458374, rank=2, decoded_token=" old"), + }, + ], + outputs=[ + CompletionOutput( + index=0, + text="- Labrador", + token_ids=(12, 26882), + cumulative_logprob=-16.97801923751831, + logprobs=[ + { + 12: Logprob( + logprob=-5.968787670135498, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.453755497932434, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.841694951057434, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009231567382812, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.754422903060913, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.075488328933716, rank=2, decoded_token=" she" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719815937.6041, + last_token_time=1719815937.6911924, + first_scheduled_time=1719815937.604701, + first_token_time=1719815937.6568153, + time_in_queue=0.0006010532379150391, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=[ + None, + { + 30086: Logprob( + logprob=-9.352765083312988, rank=369, decoded_token="Hi" + ), + 100: Logprob(logprob=-1.4278708696365356, rank=1, decoded_token="I"), + 133: Logprob(logprob=-2.4365129470825195, rank=2, decoded_token="The"), + }, + { + 6: Logprob(logprob=-1.4278249740600586, rank=1, decoded_token=","), + 328: Logprob(logprob=-1.934173583984375, rank=2, decoded_token="!"), + }, + { + 38: Logprob(logprob=-0.976689338684082, rank=1, decoded_token=" I"), + 1437: Logprob(logprob=-2.723400115966797, rank=2, decoded_token=" "), + }, + { + 657: Logprob( + logprob=-5.6148481369018555, rank=22, decoded_token=" love" + ), + 437: Logprob(logprob=-1.015452265739441, rank=1, decoded_token="'m"), + 33: Logprob(logprob=-1.9374703168869019, rank=2, decoded_token=" have"), + }, + { + 127: Logprob(logprob=-4.214991569519043, rank=9, decoded_token=" my"), + 110: Logprob( + logprob=-1.7619359493255615, rank=1, decoded_token=" your" + ), + 5: Logprob(logprob=-1.999145269393921, rank=2, decoded_token=" the"), + }, + { + 4758: Logprob(logprob=-4.99854040145874, rank=3, decoded_token=" cat"), + 92: Logprob(logprob=-3.4642574787139893, rank=1, decoded_token=" new"), + 793: Logprob(logprob=-4.73804235458374, rank=2, decoded_token=" old"), + }, + ], + outputs=[ + CompletionOutput( + index=0, + text="- Labrador!", + token_ids=(12, 26882, 328), + cumulative_logprob=-20.131213426589966, + logprobs=[ + { + 12: Logprob( + logprob=-5.968787670135498, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.453755497932434, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.841694951057434, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009231567382812, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.754422903060913, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.075488328933716, rank=2, decoded_token=" she" + ), + }, + { + 328: Logprob( + logprob=-3.1531941890716553, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394361019134521, rank=1, decoded_token=" mix" + ), + 4: Logprob( + logprob=-2.1872146129608154, rank=2, decoded_token="." + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719815937.6041, + last_token_time=1719815937.7240052, + first_scheduled_time=1719815937.604701, + first_token_time=1719815937.6568153, + time_in_queue=0.0006010532379150391, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=[ + None, + { + 30086: Logprob( + logprob=-9.352765083312988, rank=369, decoded_token="Hi" + ), + 100: Logprob(logprob=-1.4278708696365356, rank=1, decoded_token="I"), + 133: Logprob(logprob=-2.4365129470825195, rank=2, decoded_token="The"), + }, + { + 6: Logprob(logprob=-1.4278249740600586, rank=1, decoded_token=","), + 328: Logprob(logprob=-1.934173583984375, rank=2, decoded_token="!"), + }, + { + 38: Logprob(logprob=-0.976689338684082, rank=1, decoded_token=" I"), + 1437: Logprob(logprob=-2.723400115966797, rank=2, decoded_token=" "), + }, + { + 657: Logprob( + logprob=-5.6148481369018555, rank=22, decoded_token=" love" + ), + 437: Logprob(logprob=-1.015452265739441, rank=1, decoded_token="'m"), + 33: Logprob(logprob=-1.9374703168869019, rank=2, decoded_token=" have"), + }, + { + 127: Logprob(logprob=-4.214991569519043, rank=9, decoded_token=" my"), + 110: Logprob( + logprob=-1.7619359493255615, rank=1, decoded_token=" your" + ), + 5: Logprob(logprob=-1.999145269393921, rank=2, decoded_token=" the"), + }, + { + 4758: Logprob(logprob=-4.99854040145874, rank=3, decoded_token=" cat"), + 92: Logprob(logprob=-3.4642574787139893, rank=1, decoded_token=" new"), + 793: Logprob(logprob=-4.73804235458374, rank=2, decoded_token=" old"), + }, + ], + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He", + token_ids=(12, 26882, 328, 91), + cumulative_logprob=-21.547941207885742, + logprobs=[ + { + 12: Logprob( + logprob=-5.968787670135498, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.453755497932434, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.841694951057434, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009231567382812, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.754422903060913, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.075488328933716, rank=2, decoded_token=" she" + ), + }, + { + 328: Logprob( + logprob=-3.1531941890716553, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394361019134521, rank=1, decoded_token=" mix" + ), + 4: Logprob( + logprob=-2.1872146129608154, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167277812957764, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.0672662258148193, rank=2, decoded_token="\n" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719815937.6041, + last_token_time=1719815937.7567687, + first_scheduled_time=1719815937.604701, + first_token_time=1719815937.6568153, + time_in_queue=0.0006010532379150391, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=[ + None, + { + 30086: Logprob( + logprob=-9.352765083312988, rank=369, decoded_token="Hi" + ), + 100: Logprob(logprob=-1.4278708696365356, rank=1, decoded_token="I"), + 133: Logprob(logprob=-2.4365129470825195, rank=2, decoded_token="The"), + }, + { + 6: Logprob(logprob=-1.4278249740600586, rank=1, decoded_token=","), + 328: Logprob(logprob=-1.934173583984375, rank=2, decoded_token="!"), + }, + { + 38: Logprob(logprob=-0.976689338684082, rank=1, decoded_token=" I"), + 1437: Logprob(logprob=-2.723400115966797, rank=2, decoded_token=" "), + }, + { + 657: Logprob( + logprob=-5.6148481369018555, rank=22, decoded_token=" love" + ), + 437: Logprob(logprob=-1.015452265739441, rank=1, decoded_token="'m"), + 33: Logprob(logprob=-1.9374703168869019, rank=2, decoded_token=" have"), + }, + { + 127: Logprob(logprob=-4.214991569519043, rank=9, decoded_token=" my"), + 110: Logprob( + logprob=-1.7619359493255615, rank=1, decoded_token=" your" + ), + 5: Logprob(logprob=-1.999145269393921, rank=2, decoded_token=" the"), + }, + { + 4758: Logprob(logprob=-4.99854040145874, rank=3, decoded_token=" cat"), + 92: Logprob(logprob=-3.4642574787139893, rank=1, decoded_token=" new"), + 793: Logprob(logprob=-4.73804235458374, rank=2, decoded_token=" old"), + }, + ], + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has", + token_ids=(12, 26882, 328, 91, 34), + cumulative_logprob=-24.314465522766113, + logprobs=[ + { + 12: Logprob( + logprob=-5.968787670135498, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.453755497932434, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.841694951057434, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009231567382812, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.754422903060913, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.075488328933716, rank=2, decoded_token=" she" + ), + }, + { + 328: Logprob( + logprob=-3.1531941890716553, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394361019134521, rank=1, decoded_token=" mix" + ), + 4: Logprob( + logprob=-2.1872146129608154, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167277812957764, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.0672662258148193, rank=2, decoded_token="\n" + ), + }, + { + 34: Logprob( + logprob=-2.766524314880371, rank=3, decoded_token=" has" + ), + 18: Logprob( + logprob=-1.0847474336624146, rank=1, decoded_token="'s" + ), + 16: Logprob( + logprob=-1.547521710395813, rank=2, decoded_token=" is" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719815937.6041, + last_token_time=1719815937.7901855, + first_scheduled_time=1719815937.604701, + first_token_time=1719815937.6568153, + time_in_queue=0.0006010532379150391, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=[ + None, + { + 30086: Logprob( + logprob=-9.352765083312988, rank=369, decoded_token="Hi" + ), + 100: Logprob(logprob=-1.4278708696365356, rank=1, decoded_token="I"), + 133: Logprob(logprob=-2.4365129470825195, rank=2, decoded_token="The"), + }, + { + 6: Logprob(logprob=-1.4278249740600586, rank=1, decoded_token=","), + 328: Logprob(logprob=-1.934173583984375, rank=2, decoded_token="!"), + }, + { + 38: Logprob(logprob=-0.976689338684082, rank=1, decoded_token=" I"), + 1437: Logprob(logprob=-2.723400115966797, rank=2, decoded_token=" "), + }, + { + 657: Logprob( + logprob=-5.6148481369018555, rank=22, decoded_token=" love" + ), + 437: Logprob(logprob=-1.015452265739441, rank=1, decoded_token="'m"), + 33: Logprob(logprob=-1.9374703168869019, rank=2, decoded_token=" have"), + }, + { + 127: Logprob(logprob=-4.214991569519043, rank=9, decoded_token=" my"), + 110: Logprob( + logprob=-1.7619359493255615, rank=1, decoded_token=" your" + ), + 5: Logprob(logprob=-1.999145269393921, rank=2, decoded_token=" the"), + }, + { + 4758: Logprob(logprob=-4.99854040145874, rank=3, decoded_token=" cat"), + 92: Logprob(logprob=-3.4642574787139893, rank=1, decoded_token=" new"), + 793: Logprob(logprob=-4.73804235458374, rank=2, decoded_token=" old"), + }, + ], + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny", + token_ids=(12, 26882, 328, 91, 34, 5262), + cumulative_logprob=-31.254112243652344, + logprobs=[ + { + 12: Logprob( + logprob=-5.968787670135498, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.453755497932434, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.841694951057434, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009231567382812, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.754422903060913, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.075488328933716, rank=2, decoded_token=" she" + ), + }, + { + 328: Logprob( + logprob=-3.1531941890716553, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394361019134521, rank=1, decoded_token=" mix" + ), + 4: Logprob( + logprob=-2.1872146129608154, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167277812957764, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.0672662258148193, rank=2, decoded_token="\n" + ), + }, + { + 34: Logprob( + logprob=-2.766524314880371, rank=3, decoded_token=" has" + ), + 18: Logprob( + logprob=-1.0847474336624146, rank=1, decoded_token="'s" + ), + 16: Logprob( + logprob=-1.547521710395813, rank=2, decoded_token=" is" + ), + }, + { + 5262: Logprob( + logprob=-6.9396467208862305, rank=90, decoded_token=" tiny" + ), + 10: Logprob( + logprob=-1.3877270221710205, rank=1, decoded_token=" a" + ), + 57: Logprob( + logprob=-2.3109371662139893, rank=2, decoded_token=" been" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719815937.6041, + last_token_time=1719815937.8231184, + first_scheduled_time=1719815937.604701, + first_token_time=1719815937.6568153, + time_in_queue=0.0006010532379150391, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=[ + None, + { + 30086: Logprob( + logprob=-9.352765083312988, rank=369, decoded_token="Hi" + ), + 100: Logprob(logprob=-1.4278708696365356, rank=1, decoded_token="I"), + 133: Logprob(logprob=-2.4365129470825195, rank=2, decoded_token="The"), + }, + { + 6: Logprob(logprob=-1.4278249740600586, rank=1, decoded_token=","), + 328: Logprob(logprob=-1.934173583984375, rank=2, decoded_token="!"), + }, + { + 38: Logprob(logprob=-0.976689338684082, rank=1, decoded_token=" I"), + 1437: Logprob(logprob=-2.723400115966797, rank=2, decoded_token=" "), + }, + { + 657: Logprob( + logprob=-5.6148481369018555, rank=22, decoded_token=" love" + ), + 437: Logprob(logprob=-1.015452265739441, rank=1, decoded_token="'m"), + 33: Logprob(logprob=-1.9374703168869019, rank=2, decoded_token=" have"), + }, + { + 127: Logprob(logprob=-4.214991569519043, rank=9, decoded_token=" my"), + 110: Logprob( + logprob=-1.7619359493255615, rank=1, decoded_token=" your" + ), + 5: Logprob(logprob=-1.999145269393921, rank=2, decoded_token=" the"), + }, + { + 4758: Logprob(logprob=-4.99854040145874, rank=3, decoded_token=" cat"), + 92: Logprob(logprob=-3.4642574787139893, rank=1, decoded_token=" new"), + 793: Logprob(logprob=-4.73804235458374, rank=2, decoded_token=" old"), + }, + ], + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137), + cumulative_logprob=-32.61610543727875, + logprobs=[ + { + 12: Logprob( + logprob=-5.968787670135498, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.453755497932434, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.841694951057434, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009231567382812, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.754422903060913, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.075488328933716, rank=2, decoded_token=" she" + ), + }, + { + 328: Logprob( + logprob=-3.1531941890716553, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394361019134521, rank=1, decoded_token=" mix" + ), + 4: Logprob( + logprob=-2.1872146129608154, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167277812957764, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.0672662258148193, rank=2, decoded_token="\n" + ), + }, + { + 34: Logprob( + logprob=-2.766524314880371, rank=3, decoded_token=" has" + ), + 18: Logprob( + logprob=-1.0847474336624146, rank=1, decoded_token="'s" + ), + 16: Logprob( + logprob=-1.547521710395813, rank=2, decoded_token=" is" + ), + }, + { + 5262: Logprob( + logprob=-6.9396467208862305, rank=90, decoded_token=" tiny" + ), + 10: Logprob( + logprob=-1.3877270221710205, rank=1, decoded_token=" a" + ), + 57: Logprob( + logprob=-2.3109371662139893, rank=2, decoded_token=" been" + ), + }, + { + 12137: Logprob( + logprob=-1.3619931936264038, rank=1, decoded_token=" ears" + ), + 40844: Logprob( + logprob=-2.2743258476257324, rank=2, decoded_token=" paws" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719815937.6041, + last_token_time=1719815937.8558471, + first_scheduled_time=1719815937.604701, + first_token_time=1719815937.6568153, + time_in_queue=0.0006010532379150391, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=[ + None, + { + 30086: Logprob( + logprob=-9.352765083312988, rank=369, decoded_token="Hi" + ), + 100: Logprob(logprob=-1.4278708696365356, rank=1, decoded_token="I"), + 133: Logprob(logprob=-2.4365129470825195, rank=2, decoded_token="The"), + }, + { + 6: Logprob(logprob=-1.4278249740600586, rank=1, decoded_token=","), + 328: Logprob(logprob=-1.934173583984375, rank=2, decoded_token="!"), + }, + { + 38: Logprob(logprob=-0.976689338684082, rank=1, decoded_token=" I"), + 1437: Logprob(logprob=-2.723400115966797, rank=2, decoded_token=" "), + }, + { + 657: Logprob( + logprob=-5.6148481369018555, rank=22, decoded_token=" love" + ), + 437: Logprob(logprob=-1.015452265739441, rank=1, decoded_token="'m"), + 33: Logprob(logprob=-1.9374703168869019, rank=2, decoded_token=" have"), + }, + { + 127: Logprob(logprob=-4.214991569519043, rank=9, decoded_token=" my"), + 110: Logprob( + logprob=-1.7619359493255615, rank=1, decoded_token=" your" + ), + 5: Logprob(logprob=-1.999145269393921, rank=2, decoded_token=" the"), + }, + { + 4758: Logprob(logprob=-4.99854040145874, rank=3, decoded_token=" cat"), + 92: Logprob(logprob=-3.4642574787139893, rank=1, decoded_token=" new"), + 793: Logprob(logprob=-4.73804235458374, rank=2, decoded_token=" old"), + }, + ], + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears with", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137, 19), + cumulative_logprob=-37.2360657453537, + logprobs=[ + { + 12: Logprob( + logprob=-5.968787670135498, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.453755497932434, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.841694951057434, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009231567382812, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.754422903060913, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.075488328933716, rank=2, decoded_token=" she" + ), + }, + { + 328: Logprob( + logprob=-3.1531941890716553, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394361019134521, rank=1, decoded_token=" mix" + ), + 4: Logprob( + logprob=-2.1872146129608154, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167277812957764, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.0672662258148193, rank=2, decoded_token="\n" + ), + }, + { + 34: Logprob( + logprob=-2.766524314880371, rank=3, decoded_token=" has" + ), + 18: Logprob( + logprob=-1.0847474336624146, rank=1, decoded_token="'s" + ), + 16: Logprob( + logprob=-1.547521710395813, rank=2, decoded_token=" is" + ), + }, + { + 5262: Logprob( + logprob=-6.9396467208862305, rank=90, decoded_token=" tiny" + ), + 10: Logprob( + logprob=-1.3877270221710205, rank=1, decoded_token=" a" + ), + 57: Logprob( + logprob=-2.3109371662139893, rank=2, decoded_token=" been" + ), + }, + { + 12137: Logprob( + logprob=-1.3619931936264038, rank=1, decoded_token=" ears" + ), + 40844: Logprob( + logprob=-2.2743258476257324, rank=2, decoded_token=" paws" + ), + }, + { + 19: Logprob( + logprob=-4.619960308074951, rank=10, decoded_token=" with" + ), + 8: Logprob( + logprob=-0.805719792842865, rank=1, decoded_token=" and" + ), + 6: Logprob( + logprob=-1.6155686378479004, rank=2, decoded_token="," + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719815937.6041, + last_token_time=1719815937.8884614, + first_scheduled_time=1719815937.604701, + first_token_time=1719815937.6568153, + time_in_queue=0.0006010532379150391, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=[ + None, + { + 30086: Logprob( + logprob=-9.352765083312988, rank=369, decoded_token="Hi" + ), + 100: Logprob(logprob=-1.4278708696365356, rank=1, decoded_token="I"), + 133: Logprob(logprob=-2.4365129470825195, rank=2, decoded_token="The"), + }, + { + 6: Logprob(logprob=-1.4278249740600586, rank=1, decoded_token=","), + 328: Logprob(logprob=-1.934173583984375, rank=2, decoded_token="!"), + }, + { + 38: Logprob(logprob=-0.976689338684082, rank=1, decoded_token=" I"), + 1437: Logprob(logprob=-2.723400115966797, rank=2, decoded_token=" "), + }, + { + 657: Logprob( + logprob=-5.6148481369018555, rank=22, decoded_token=" love" + ), + 437: Logprob(logprob=-1.015452265739441, rank=1, decoded_token="'m"), + 33: Logprob(logprob=-1.9374703168869019, rank=2, decoded_token=" have"), + }, + { + 127: Logprob(logprob=-4.214991569519043, rank=9, decoded_token=" my"), + 110: Logprob( + logprob=-1.7619359493255615, rank=1, decoded_token=" your" + ), + 5: Logprob(logprob=-1.999145269393921, rank=2, decoded_token=" the"), + }, + { + 4758: Logprob(logprob=-4.99854040145874, rank=3, decoded_token=" cat"), + 92: Logprob(logprob=-3.4642574787139893, rank=1, decoded_token=" new"), + 793: Logprob(logprob=-4.73804235458374, rank=2, decoded_token=" old"), + }, + ], + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears with fluffy", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137, 19, 33564), + cumulative_logprob=-42.8609436750412, + logprobs=[ + { + 12: Logprob( + logprob=-5.968787670135498, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.453755497932434, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.841694951057434, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009231567382812, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.754422903060913, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.075488328933716, rank=2, decoded_token=" she" + ), + }, + { + 328: Logprob( + logprob=-3.1531941890716553, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394361019134521, rank=1, decoded_token=" mix" + ), + 4: Logprob( + logprob=-2.1872146129608154, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167277812957764, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.0672662258148193, rank=2, decoded_token="\n" + ), + }, + { + 34: Logprob( + logprob=-2.766524314880371, rank=3, decoded_token=" has" + ), + 18: Logprob( + logprob=-1.0847474336624146, rank=1, decoded_token="'s" + ), + 16: Logprob( + logprob=-1.547521710395813, rank=2, decoded_token=" is" + ), + }, + { + 5262: Logprob( + logprob=-6.9396467208862305, rank=90, decoded_token=" tiny" + ), + 10: Logprob( + logprob=-1.3877270221710205, rank=1, decoded_token=" a" + ), + 57: Logprob( + logprob=-2.3109371662139893, rank=2, decoded_token=" been" + ), + }, + { + 12137: Logprob( + logprob=-1.3619931936264038, rank=1, decoded_token=" ears" + ), + 40844: Logprob( + logprob=-2.2743258476257324, rank=2, decoded_token=" paws" + ), + }, + { + 19: Logprob( + logprob=-4.619960308074951, rank=10, decoded_token=" with" + ), + 8: Logprob( + logprob=-0.805719792842865, rank=1, decoded_token=" and" + ), + 6: Logprob( + logprob=-1.6155686378479004, rank=2, decoded_token="," + ), + }, + { + 33564: Logprob( + logprob=-5.6248779296875, rank=38, decoded_token=" fluffy" + ), + 10: Logprob( + logprob=-1.4977400302886963, rank=1, decoded_token=" a" + ), + 5262: Logprob( + logprob=-3.006150484085083, rank=2, decoded_token=" tiny" + ), + }, + ], + finish_reason=None, + stop_reason=None, + ) + ], + finished=False, + metrics=RequestMetrics( + arrival_time=1719815937.6041, + last_token_time=1719815937.9210107, + first_scheduled_time=1719815937.604701, + first_token_time=1719815937.6568153, + time_in_queue=0.0006010532379150391, + finished_time=None, + ), + lora_request=None, + ), + RequestOutput( + request_id="cmpl-d771287a234c44498e345f0a429d6691-0", + prompt=None, + prompt_token_ids=[2, 30086, 6, 38, 657, 127, 4758], + prompt_logprobs=[ + None, + { + 30086: Logprob( + logprob=-9.352765083312988, rank=369, decoded_token="Hi" + ), + 100: Logprob(logprob=-1.4278708696365356, rank=1, decoded_token="I"), + 133: Logprob(logprob=-2.4365129470825195, rank=2, decoded_token="The"), + }, + { + 6: Logprob(logprob=-1.4278249740600586, rank=1, decoded_token=","), + 328: Logprob(logprob=-1.934173583984375, rank=2, decoded_token="!"), + }, + { + 38: Logprob(logprob=-0.976689338684082, rank=1, decoded_token=" I"), + 1437: Logprob(logprob=-2.723400115966797, rank=2, decoded_token=" "), + }, + { + 657: Logprob( + logprob=-5.6148481369018555, rank=22, decoded_token=" love" + ), + 437: Logprob(logprob=-1.015452265739441, rank=1, decoded_token="'m"), + 33: Logprob(logprob=-1.9374703168869019, rank=2, decoded_token=" have"), + }, + { + 127: Logprob(logprob=-4.214991569519043, rank=9, decoded_token=" my"), + 110: Logprob( + logprob=-1.7619359493255615, rank=1, decoded_token=" your" + ), + 5: Logprob(logprob=-1.999145269393921, rank=2, decoded_token=" the"), + }, + { + 4758: Logprob(logprob=-4.99854040145874, rank=3, decoded_token=" cat"), + 92: Logprob(logprob=-3.4642574787139893, rank=1, decoded_token=" new"), + 793: Logprob(logprob=-4.73804235458374, rank=2, decoded_token=" old"), + }, + ], + outputs=[ + CompletionOutput( + index=0, + text="- Labrador! He has tiny ears with fluffy white", + token_ids=(12, 26882, 328, 91, 34, 5262, 12137, 19, 33564, 1104), + cumulative_logprob=-45.07622039318085, + logprobs=[ + { + 12: Logprob( + logprob=-5.968787670135498, rank=22, decoded_token="-" + ), + 4: Logprob( + logprob=-1.453755497932434, rank=1, decoded_token="." + ), + 6: Logprob( + logprob=-1.841694951057434, rank=2, decoded_token="," + ), + }, + { + 26882: Logprob( + logprob=-11.009231567382812, + rank=3032, + decoded_token=" Labrador", + ), + 38: Logprob( + logprob=-1.754422903060913, rank=1, decoded_token=" I" + ), + 79: Logprob( + logprob=-3.075488328933716, rank=2, decoded_token=" she" + ), + }, + { + 328: Logprob( + logprob=-3.1531941890716553, rank=5, decoded_token="!" + ), + 3344: Logprob( + logprob=-1.0394361019134521, rank=1, decoded_token=" mix" + ), + 4: Logprob( + logprob=-2.1872146129608154, rank=2, decoded_token="." + ), + }, + { + 91: Logprob( + logprob=-1.4167277812957764, rank=1, decoded_token=" He" + ), + 50118: Logprob( + logprob=-2.0672662258148193, rank=2, decoded_token="\n" + ), + }, + { + 34: Logprob( + logprob=-2.766524314880371, rank=3, decoded_token=" has" + ), + 18: Logprob( + logprob=-1.0847474336624146, rank=1, decoded_token="'s" + ), + 16: Logprob( + logprob=-1.547521710395813, rank=2, decoded_token=" is" + ), + }, + { + 5262: Logprob( + logprob=-6.9396467208862305, rank=90, decoded_token=" tiny" + ), + 10: Logprob( + logprob=-1.3877270221710205, rank=1, decoded_token=" a" + ), + 57: Logprob( + logprob=-2.3109371662139893, rank=2, decoded_token=" been" + ), + }, + { + 12137: Logprob( + logprob=-1.3619931936264038, rank=1, decoded_token=" ears" + ), + 40844: Logprob( + logprob=-2.2743258476257324, rank=2, decoded_token=" paws" + ), + }, + { + 19: Logprob( + logprob=-4.619960308074951, rank=10, decoded_token=" with" + ), + 8: Logprob( + logprob=-0.805719792842865, rank=1, decoded_token=" and" + ), + 6: Logprob( + logprob=-1.6155686378479004, rank=2, decoded_token="," + ), + }, + { + 33564: Logprob( + logprob=-5.6248779296875, rank=38, decoded_token=" fluffy" + ), + 10: Logprob( + logprob=-1.4977400302886963, rank=1, decoded_token=" a" + ), + 5262: Logprob( + logprob=-3.006150484085083, rank=2, decoded_token=" tiny" + ), + }, + { + 1104: Logprob( + logprob=-2.2152767181396484, rank=2, decoded_token=" white" + ), + 15503: Logprob( + logprob=-1.9012728929519653, rank=1, decoded_token=" fur" + ), + }, + ], + finish_reason="length", + stop_reason=None, + ) + ], + finished=True, + metrics=RequestMetrics( + arrival_time=1719815937.6041, + last_token_time=1719815937.9535863, + first_scheduled_time=1719815937.604701, + first_token_time=1719815937.6568153, + time_in_queue=0.0006010532379150391, + finished_time=1719815937.9535837, + ), + lora_request=None, + ), +] diff --git a/python/kserve/Makefile b/python/kserve/Makefile index 24741cd6ceb..ec6eac26bdd 100644 --- a/python/kserve/Makefile +++ b/python/kserve/Makefile @@ -1,10 +1,10 @@ .PHONY: test dev_install: - poetry install --with test --extras "storage" + poetry install --with test --extras "storage ray" install_dependencies: - poetry install --with=test --no-interaction --no-root --extras "storage" + poetry install --with=test --no-interaction --no-root --extras "storage ray" test: cd ../ && pytest -W ignore kserve/test diff --git a/python/kserve/README.md b/python/kserve/README.md index 1eb70e2dfa3..c2c90e9bc78 100644 --- a/python/kserve/README.md +++ b/python/kserve/README.md @@ -82,7 +82,7 @@ Additionally, the latencies of each step are logged per request. ### Getting Started -KServe's python client interacts with KServe control plane APIs for executing operations on a remote KServe cluster, such as creating, patching and deleting of a InferenceService instance. See the [Sample for Python SDK Client](../../docs/samples/client) to get started. +KServe's python client interacts with KServe control plane APIs for executing operations on a remote KServe cluster, such as creating, patching and deleting of a InferenceService instance. See the [Sample for Python SDK Client](https://github.com/kserve/kserve/tree/master/docs/samples/client) to get started. ### Documentation for Client API @@ -90,51 +90,51 @@ Please review [KServe Client API](https://github.com/kserve/website/blob/main/do ## Documentation For Models - - [KnativeAddressable](docs/KnativeAddressable.md) - - [KnativeCondition](docs/KnativeCondition.md) - - [KnativeURL](docs/KnativeURL.md) - - [KnativeVolatileTime](docs/KnativeVolatileTime.md) - - [NetUrlUserinfo](docs/NetUrlUserinfo.md) - - [V1alpha1InferenceGraph](docs/V1alpha1InferenceGraph.md) - - [V1alpha1InferenceGraphList](docs/V1alpha1InferenceGraphList.md) - - [V1alpha1InferenceGraphSpec](docs/V1alpha1InferenceGraphSpec.md) - - [V1alpha1InferenceGraphStatus](docs/V1alpha1InferenceGraphStatus.md) - - [V1alpha1InferenceRouter](docs/V1alpha1InferenceRouter.md) - - [V1alpha1InferenceStep](docs/V1alpha1InferenceStep.md) - - [V1alpha1InferenceTarget](docs/V1alpha1InferenceTarget.md) - - [V1beta1AlibiExplainerSpec](docs/V1beta1AlibiExplainerSpec.md) - - [V1beta1Batcher](docs/V1beta1Batcher.md) - - [V1beta1ComponentExtensionSpec](docs/V1beta1ComponentExtensionSpec.md) - - [V1beta1ComponentStatusSpec](docs/V1beta1ComponentStatusSpec.md) - - [V1beta1CustomExplainer](docs/V1beta1CustomExplainer.md) - - [V1beta1CustomPredictor](docs/V1beta1CustomPredictor.md) - - [V1beta1CustomTransformer](docs/V1beta1CustomTransformer.md) - - [V1beta1ExplainerConfig](docs/V1beta1ExplainerConfig.md) - - [V1beta1ExplainerSpec](docs/V1beta1ExplainerSpec.md) - - [V1beta1ExplainersConfig](docs/V1beta1ExplainersConfig.md) - - [V1beta1InferenceService](docs/V1beta1InferenceService.md) - - [V1beta1InferenceServiceList](docs/V1beta1InferenceServiceList.md) - - [V1beta1InferenceServiceSpec](docs/V1beta1InferenceServiceSpec.md) - - [V1beta1InferenceServiceStatus](docs/V1beta1InferenceServiceStatus.md) - - [V1beta1InferenceServicesConfig](docs/V1beta1InferenceServicesConfig.md) - - [V1beta1IngressConfig](docs/V1beta1IngressConfig.md) - - [V1beta1LoggerSpec](docs/V1beta1LoggerSpec.md) - - [V1beta1ModelSpec](docs/V1beta1ModelSpec.md) - - [V1beta1ONNXRuntimeSpec](docs/V1beta1ONNXRuntimeSpec.md) - - [V1beta1PodSpec](docs/V1beta1PodSpec.md) - - [V1beta1PredictorConfig](docs/V1beta1PredictorConfig.md) - - [V1beta1PredictorExtensionSpec](docs/V1beta1PredictorExtensionSpec.md) - - [V1beta1PredictorSpec](docs/V1beta1PredictorSpec.md) - - [V1beta1PredictorsConfig](docs/V1beta1PredictorsConfig.md) - - [V1beta1SKLearnSpec](docs/V1beta1SKLearnSpec.md) - - [V1beta1TFServingSpec](docs/V1beta1TFServingSpec.md) - - [V1beta1TorchServeSpec](docs/V1beta1TorchServeSpec.md) - - [V1beta1TrainedModel](docs/V1beta1TrainedModel.md) - - [V1beta1TrainedModelList](docs/V1beta1TrainedModelList.md) - - [V1beta1TrainedModelSpec](docs/V1beta1TrainedModelSpec.md) - - [V1beta1TrainedModelStatus](docs/V1beta1TrainedModelStatus.md) - - [V1beta1TransformerConfig](docs/V1beta1TransformerConfig.md) - - [V1beta1TransformerSpec](docs/V1beta1TransformerSpec.md) - - [V1beta1TransformersConfig](docs/V1beta1TransformersConfig.md) - - [V1beta1TritonSpec](docs/V1beta1TritonSpec.md) - - [V1beta1XGBoostSpec](docs/V1beta1XGBoostSpec.md) + - [KnativeAddressable](https://github.com/kserve/kserve/blob/master/python/kserve/docs/KnativeAddressable.md) + - [KnativeCondition](https://github.com/kserve/kserve/blob/master/python/kserve/docs/KnativeCondition.md) + - [KnativeURL](https://github.com/kserve/kserve/blob/master/python/kserve/docs/KnativeURL.md) + - [KnativeVolatileTime](https://github.com/kserve/kserve/blob/master/python/kserve/docs/KnativeVolatileTime.md) + - [NetUrlUserinfo](https://github.com/kserve/kserve/blob/master/python/kserve/docs/NetUrlUserinfo.md) + - [V1alpha1InferenceGraph](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1alpha1InferenceGraph.md) + - [V1alpha1InferenceGraphList](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1alpha1InferenceGraphList.md) + - [V1alpha1InferenceGraphSpec](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1alpha1InferenceGraphSpec.md) + - [V1alpha1InferenceGraphStatus](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1alpha1InferenceGraphStatus.md) + - [V1alpha1InferenceRouter](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1alpha1InferenceRouter.md) + - [V1alpha1InferenceStep](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1alpha1InferenceStep.md) + - [V1alpha1InferenceTarget](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1alpha1InferenceTarget.md) + - [V1beta1AlibiExplainerSpec](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1AlibiExplainerSpec.md) + - [V1beta1Batcher](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1Batcher.md) + - [V1beta1ComponentExtensionSpec](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1ComponentExtensionSpec.md) + - [V1beta1ComponentStatusSpec](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1ComponentStatusSpec.md) + - [V1beta1CustomExplainer](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1CustomExplainer.md) + - [V1beta1CustomPredictor](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1CustomPredictor.md) + - [V1beta1CustomTransformer](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1CustomTransformer.md) + - [V1beta1ExplainerConfig](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1ExplainerConfig.md) + - [V1beta1ExplainerSpec](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1ExplainerSpec.md) + - [V1beta1ExplainersConfig](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1ExplainersConfig.md) + - [V1beta1InferenceService](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1InferenceService.md) + - [V1beta1InferenceServiceList](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1InferenceServiceList.md) + - [V1beta1InferenceServiceSpec](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1InferenceServiceSpec.md) + - [V1beta1InferenceServiceStatus](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1InferenceServiceStatus.md) + - [V1beta1InferenceServicesConfig](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1InferenceServicesConfig.md) + - [V1beta1IngressConfig](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1IngressConfig.md) + - [V1beta1LoggerSpec](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1LoggerSpec.md) + - [V1beta1ModelSpec](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1ModelSpec.md) + - [V1beta1ONNXRuntimeSpec](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1ONNXRuntimeSpec.md) + - [V1beta1PodSpec](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1PodSpec.md) + - [V1beta1PredictorConfig](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1PredictorConfig.md) + - [V1beta1PredictorExtensionSpec](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1PredictorExtensionSpec.md) + - [V1beta1PredictorSpec](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1PredictorSpec.md) + - [V1beta1PredictorsConfig](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1PredictorsConfig.md) + - [V1beta1SKLearnSpec](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1SKLearnSpec.md) + - [V1beta1TFServingSpec](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1TFServingSpec.md) + - [V1beta1TorchServeSpec](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1TorchServeSpec.md) + - [V1beta1TrainedModel](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1TrainedModel.md) + - [V1beta1TrainedModelList](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1TrainedModelList.md) + - [V1beta1TrainedModelSpec](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1TrainedModelSpec.md) + - [V1beta1TrainedModelStatus](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1TrainedModelStatus.md) + - [V1beta1TransformerConfig](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1TransformerConfig.md) + - [V1beta1TransformerSpec](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1TransformerSpec.md) + - [V1beta1TransformersConfig](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1TransformersConfig.md) + - [V1beta1TritonSpec](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1TritonSpec.md) + - [V1beta1XGBoostSpec](https://github.com/kserve/kserve/blob/master/python/kserve/docs/V1beta1XGBoostSpec.md) diff --git a/python/kserve/docs/V1alpha1ClusterLocalModel.md b/python/kserve/docs/V1alpha1ClusterLocalModel.md new file mode 100644 index 00000000000..b9ab82e1cb8 --- /dev/null +++ b/python/kserve/docs/V1alpha1ClusterLocalModel.md @@ -0,0 +1,14 @@ +# V1alpha1ClusterLocalModel + +## Properties +Name | Type | Description | Notes +------------ | ------------- | ------------- | ------------- +**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] +**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] +**metadata** | [**V1ObjectMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ObjectMeta.md) | | [optional] +**spec** | [**V1alpha1ClusterLocalModelSpec**](V1alpha1ClusterLocalModelSpec.md) | | [optional] +**status** | [**V1alpha1ClusterLocalModelStatus**](V1alpha1ClusterLocalModelStatus.md) | | [optional] + +[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) + + diff --git a/python/kserve/docs/V1alpha1ClusterLocalModelList.md b/python/kserve/docs/V1alpha1ClusterLocalModelList.md new file mode 100644 index 00000000000..953262b1693 --- /dev/null +++ b/python/kserve/docs/V1alpha1ClusterLocalModelList.md @@ -0,0 +1,13 @@ +# V1alpha1ClusterLocalModelList + +## Properties +Name | Type | Description | Notes +------------ | ------------- | ------------- | ------------- +**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] +**items** | [**list[V1alpha1ClusterLocalModel]**](V1alpha1ClusterLocalModel.md) | | +**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] +**metadata** | [**V1ListMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ListMeta.md) | | [optional] + +[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) + + diff --git a/python/kserve/docs/V1alpha1ClusterLocalModelSpec.md b/python/kserve/docs/V1alpha1ClusterLocalModelSpec.md new file mode 100644 index 00000000000..4a66785dc9b --- /dev/null +++ b/python/kserve/docs/V1alpha1ClusterLocalModelSpec.md @@ -0,0 +1,12 @@ +# V1alpha1ClusterLocalModelSpec + +## Properties +Name | Type | Description | Notes +------------ | ------------- | ------------- | ------------- +**model_size** | [**ResourceQuantity**](ResourceQuantity.md) | | +**node_group** | **str** | group of nodes to cache the model on. | [default to ''] +**source_model_uri** | **str** | Original StorageUri | [default to ''] + +[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) + + diff --git a/python/kserve/docs/V1alpha1LocalModelNodeGroup.md b/python/kserve/docs/V1alpha1LocalModelNodeGroup.md new file mode 100644 index 00000000000..b14b75adc1c --- /dev/null +++ b/python/kserve/docs/V1alpha1LocalModelNodeGroup.md @@ -0,0 +1,14 @@ +# V1alpha1LocalModelNodeGroup + +## Properties +Name | Type | Description | Notes +------------ | ------------- | ------------- | ------------- +**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] +**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] +**metadata** | [**V1ObjectMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ObjectMeta.md) | | [optional] +**spec** | [**V1alpha1LocalModelNodeGroupSpec**](V1alpha1LocalModelNodeGroupSpec.md) | | [optional] +**status** | [**V1alpha1LocalModelNodeGroupStatus**](V1alpha1LocalModelNodeGroupStatus.md) | | [optional] + +[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) + + diff --git a/python/kserve/docs/V1alpha1LocalModelNodeGroupList.md b/python/kserve/docs/V1alpha1LocalModelNodeGroupList.md new file mode 100644 index 00000000000..af06e6e3efe --- /dev/null +++ b/python/kserve/docs/V1alpha1LocalModelNodeGroupList.md @@ -0,0 +1,13 @@ +# V1alpha1LocalModelNodeGroupList + +## Properties +Name | Type | Description | Notes +------------ | ------------- | ------------- | ------------- +**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] +**items** | [**list[V1alpha1LocalModelNodeGroup]**](V1alpha1LocalModelNodeGroup.md) | | +**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] +**metadata** | [**V1ListMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ListMeta.md) | | [optional] + +[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) + + diff --git a/python/kserve/docs/V1alpha1LocalModelNodeGroupSpec.md b/python/kserve/docs/V1alpha1LocalModelNodeGroupSpec.md new file mode 100644 index 00000000000..eab70dab0a0 --- /dev/null +++ b/python/kserve/docs/V1alpha1LocalModelNodeGroupSpec.md @@ -0,0 +1,13 @@ +# V1alpha1LocalModelNodeGroupSpec + +LocalModelNodeGroupSpec defines a group of nodes for to download the model to. +## Properties +Name | Type | Description | Notes +------------ | ------------- | ------------- | ------------- +**persistent_volume_claim_spec** | [**V1PersistentVolumeClaimSpec**](V1PersistentVolumeClaimSpec.md) | | +**persistent_volume_spec** | [**V1PersistentVolumeSpec**](V1PersistentVolumeSpec.md) | | +**storage_limit** | [**ResourceQuantity**](ResourceQuantity.md) | | + +[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) + + diff --git a/python/kserve/docs/V1alpha1ModelCacheNodeGroup.md b/python/kserve/docs/V1alpha1ModelCacheNodeGroup.md new file mode 100644 index 00000000000..a925b4c9bcd --- /dev/null +++ b/python/kserve/docs/V1alpha1ModelCacheNodeGroup.md @@ -0,0 +1,13 @@ +# V1alpha1ModelCacheNodeGroup + +## Properties +Name | Type | Description | Notes +------------ | ------------- | ------------- | ------------- +**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] +**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] +**metadata** | [**V1ObjectMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ObjectMeta.md) | | [optional] +**spec** | [**V1alpha1ModelCacheNodeGroupSpec**](V1alpha1ModelCacheNodeGroupSpec.md) | | [optional] + +[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) + + diff --git a/python/kserve/docs/V1alpha1ModelCacheNodeGroupList.md b/python/kserve/docs/V1alpha1ModelCacheNodeGroupList.md new file mode 100644 index 00000000000..3ede3c80e0a --- /dev/null +++ b/python/kserve/docs/V1alpha1ModelCacheNodeGroupList.md @@ -0,0 +1,13 @@ +# V1alpha1ModelCacheNodeGroupList + +## Properties +Name | Type | Description | Notes +------------ | ------------- | ------------- | ------------- +**api_version** | **str** | APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources | [optional] +**items** | [**list[V1alpha1ModelCacheNodeGroup]**](V1alpha1ModelCacheNodeGroup.md) | | +**kind** | **str** | Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds | [optional] +**metadata** | [**V1ListMeta**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1ListMeta.md) | | [optional] + +[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) + + diff --git a/python/kserve/docs/V1alpha1ModelCacheNodeGroupSpec.md b/python/kserve/docs/V1alpha1ModelCacheNodeGroupSpec.md new file mode 100644 index 00000000000..ba949f8c260 --- /dev/null +++ b/python/kserve/docs/V1alpha1ModelCacheNodeGroupSpec.md @@ -0,0 +1,13 @@ +# V1alpha1ModelCacheNodeGroupSpec + +ModelCacheNodeGroupSpec defines a group of nodes for to download the model to. +## Properties +Name | Type | Description | Notes +------------ | ------------- | ------------- | ------------- +**node_selector** | **dict(str, str)** | | +**persistent_volume** | [**V1PersistentVolume**](V1PersistentVolume.md) | | +**persistent_volume_claim** | [**V1PersistentVolumeClaim**](V1PersistentVolumeClaim.md) | | + +[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) + + diff --git a/python/kserve/docs/V1alpha1ServingRuntimePodSpec.md b/python/kserve/docs/V1alpha1ServingRuntimePodSpec.md index 31f81d73db4..043efc79cf3 100644 --- a/python/kserve/docs/V1alpha1ServingRuntimePodSpec.md +++ b/python/kserve/docs/V1alpha1ServingRuntimePodSpec.md @@ -6,6 +6,7 @@ Name | Type | Description | Notes **affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] **annotations** | **dict(str, str)** | Annotations that will be add to the pod. More info: http://kubernetes.io/docs/user-guide/annotations | [optional] **containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of containers belonging to the pod. Containers cannot currently be added or removed. There must be at least one container in a Pod. Cannot be updated. | +**host_ipc** | **bool** | Use the host's ipc namespace. Optional: Default to false. | [optional] **image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] **labels** | **dict(str, str)** | Labels that will be add to the pod. More info: http://kubernetes.io/docs/user-guide/labels | [optional] **node_selector** | **dict(str, str)** | NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ | [optional] diff --git a/python/kserve/docs/V1alpha1ServingRuntimeSpec.md b/python/kserve/docs/V1alpha1ServingRuntimeSpec.md index fd6aad2fae7..59b42c11a02 100644 --- a/python/kserve/docs/V1alpha1ServingRuntimeSpec.md +++ b/python/kserve/docs/V1alpha1ServingRuntimeSpec.md @@ -11,6 +11,7 @@ Name | Type | Description | Notes **disabled** | **bool** | Set to true to disable use of this runtime | [optional] **grpc_data_endpoint** | **str** | Grpc endpoint for inferencing | [optional] **grpc_endpoint** | **str** | Grpc endpoint for internal model-management (implementing mmesh.ModelRuntime gRPC service) Assumed to be single-model runtime if omitted | [optional] +**host_ipc** | **bool** | Use the host's ipc namespace. Optional: Default to false. | [optional] **http_data_endpoint** | **str** | HTTP endpoint for inferencing | [optional] **image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] **labels** | **dict(str, str)** | Labels that will be add to the pod. More info: http://kubernetes.io/docs/user-guide/labels | [optional] @@ -22,6 +23,7 @@ Name | Type | Description | Notes **supported_model_formats** | [**list[V1alpha1SupportedModelFormat]**](V1alpha1SupportedModelFormat.md) | Model formats and version supported by this runtime | [optional] **tolerations** | [**list[V1Toleration]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Toleration.md) | If specified, the pod's tolerations. | [optional] **volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] +**worker_spec** | [**V1alpha1WorkerSpec**](V1alpha1WorkerSpec.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1StorageContainerSpec.md b/python/kserve/docs/V1alpha1StorageContainerSpec.md index 096d327719c..31260bf6a27 100644 --- a/python/kserve/docs/V1alpha1StorageContainerSpec.md +++ b/python/kserve/docs/V1alpha1StorageContainerSpec.md @@ -6,6 +6,7 @@ Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- **container** | [**V1Container**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | | **supported_uri_formats** | [**list[V1alpha1SupportedUriFormat]**](V1alpha1SupportedUriFormat.md) | List of URI formats that this container supports | +**workload_type** | **str** | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1alpha1UseCase.md b/python/kserve/docs/V1alpha1UseCase.md new file mode 100644 index 00000000000..4fd87c8aef4 --- /dev/null +++ b/python/kserve/docs/V1alpha1UseCase.md @@ -0,0 +1,12 @@ +# V1alpha1UseCase + +Use case for this spec +## Properties +Name | Type | Description | Notes +------------ | ------------- | ------------- | ------------- +**model_cache_download** | **str** | | [optional] +**storage_initializer** | **str** | | [optional] + +[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) + + diff --git a/python/kserve/docs/V1beta1ComponentExtensionSpec.md b/python/kserve/docs/V1beta1ComponentExtensionSpec.md index 3eeb1f170ec..50c710287bb 100644 --- a/python/kserve/docs/V1beta1ComponentExtensionSpec.md +++ b/python/kserve/docs/V1beta1ComponentExtensionSpec.md @@ -4,12 +4,12 @@ ComponentExtensionSpec defines the deployment configuration for a given Inferenc ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- -**annotations** | **dict(str, str)** | Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations | [optional] +**annotations** | **dict(str, str)** | Annotations that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/ | [optional] **batcher** | [**V1beta1Batcher**](V1beta1Batcher.md) | | [optional] **canary_traffic_percent** | **int** | CanaryTrafficPercent defines the traffic split percentage between the candidate revision and the last ready revision | [optional] **container_concurrency** | **int** | ContainerConcurrency specifies how many requests can be processed concurrently, this sets the hard limit of the container concurrency(https://knative.dev/docs/serving/autoscaling/concurrency). | [optional] **deployment_strategy** | [**K8sIoApiAppsV1DeploymentStrategy**](K8sIoApiAppsV1DeploymentStrategy.md) | | [optional] -**labels** | **dict(str, str)** | Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels | [optional] +**labels** | **dict(str, str)** | Labels that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/ | [optional] **logger** | [**V1beta1LoggerSpec**](V1beta1LoggerSpec.md) | | [optional] **max_replicas** | **int** | Maximum number of replicas for autoscaling. | [optional] **min_replicas** | **int** | Minimum number of replicas, defaults to 1 but can be set to 0 to enable scale-to-zero. | [optional] diff --git a/python/kserve/docs/V1beta1CustomExplainer.md b/python/kserve/docs/V1beta1CustomExplainer.md index 3bfa7b76349..f31a63b7aa5 100644 --- a/python/kserve/docs/V1beta1CustomExplainer.md +++ b/python/kserve/docs/V1beta1CustomExplainer.md @@ -12,7 +12,7 @@ Name | Type | Description | Notes **dns_policy** | **str** | Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'. | [optional] **enable_service_links** | **bool** | EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true. | [optional] **ephemeral_containers** | [**list[V1EphemeralContainer]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EphemeralContainer.md) | List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. | [optional] -**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. | [optional] +**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. | [optional] **host_ipc** | **bool** | Use the host's ipc namespace. Optional: Default to false. | [optional] **host_network** | **bool** | Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false. | [optional] **host_pid** | **bool** | Use the host's pid namespace. Optional: Default to false. | [optional] @@ -32,11 +32,11 @@ Name | Type | Description | Notes **restart_policy** | **str** | Restart policy for all containers within the pod. One of Always, OnFailure, Never. In some contexts, only a subset of those values may be permitted. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy | [optional] **runtime_class_name** | **str** | RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class | [optional] **scheduler_name** | **str** | If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler. | [optional] -**scheduling_gates** | [**list[V1PodSchedulingGate]**](V1PodSchedulingGate.md) | SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. | [optional] +**scheduling_gates** | [**list[V1PodSchedulingGate]**](V1PodSchedulingGate.md) | SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. | [optional] **security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] -**service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] +**service_account** | **str** | DeprecatedServiceAccount is a deprecated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] **service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] -**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] +**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] **share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] **subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] **termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] diff --git a/python/kserve/docs/V1beta1CustomPredictor.md b/python/kserve/docs/V1beta1CustomPredictor.md index 146e8ca17b4..551cf7ce1fa 100644 --- a/python/kserve/docs/V1beta1CustomPredictor.md +++ b/python/kserve/docs/V1beta1CustomPredictor.md @@ -12,7 +12,7 @@ Name | Type | Description | Notes **dns_policy** | **str** | Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'. | [optional] **enable_service_links** | **bool** | EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true. | [optional] **ephemeral_containers** | [**list[V1EphemeralContainer]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EphemeralContainer.md) | List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. | [optional] -**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. | [optional] +**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. | [optional] **host_ipc** | **bool** | Use the host's ipc namespace. Optional: Default to false. | [optional] **host_network** | **bool** | Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false. | [optional] **host_pid** | **bool** | Use the host's pid namespace. Optional: Default to false. | [optional] @@ -32,11 +32,11 @@ Name | Type | Description | Notes **restart_policy** | **str** | Restart policy for all containers within the pod. One of Always, OnFailure, Never. In some contexts, only a subset of those values may be permitted. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy | [optional] **runtime_class_name** | **str** | RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class | [optional] **scheduler_name** | **str** | If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler. | [optional] -**scheduling_gates** | [**list[V1PodSchedulingGate]**](V1PodSchedulingGate.md) | SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. | [optional] +**scheduling_gates** | [**list[V1PodSchedulingGate]**](V1PodSchedulingGate.md) | SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. | [optional] **security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] -**service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] +**service_account** | **str** | DeprecatedServiceAccount is a deprecated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] **service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] -**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] +**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] **share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] **subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] **termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] diff --git a/python/kserve/docs/V1beta1CustomTransformer.md b/python/kserve/docs/V1beta1CustomTransformer.md index aac87db80cd..4f9fca7a764 100644 --- a/python/kserve/docs/V1beta1CustomTransformer.md +++ b/python/kserve/docs/V1beta1CustomTransformer.md @@ -12,7 +12,7 @@ Name | Type | Description | Notes **dns_policy** | **str** | Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'. | [optional] **enable_service_links** | **bool** | EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true. | [optional] **ephemeral_containers** | [**list[V1EphemeralContainer]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EphemeralContainer.md) | List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. | [optional] -**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. | [optional] +**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. | [optional] **host_ipc** | **bool** | Use the host's ipc namespace. Optional: Default to false. | [optional] **host_network** | **bool** | Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false. | [optional] **host_pid** | **bool** | Use the host's pid namespace. Optional: Default to false. | [optional] @@ -32,11 +32,11 @@ Name | Type | Description | Notes **restart_policy** | **str** | Restart policy for all containers within the pod. One of Always, OnFailure, Never. In some contexts, only a subset of those values may be permitted. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy | [optional] **runtime_class_name** | **str** | RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class | [optional] **scheduler_name** | **str** | If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler. | [optional] -**scheduling_gates** | [**list[V1PodSchedulingGate]**](V1PodSchedulingGate.md) | SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. | [optional] +**scheduling_gates** | [**list[V1PodSchedulingGate]**](V1PodSchedulingGate.md) | SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. | [optional] **security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] -**service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] +**service_account** | **str** | DeprecatedServiceAccount is a deprecated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] **service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] -**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] +**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] **share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] **subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] **termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] diff --git a/python/kserve/docs/V1beta1ExplainerSpec.md b/python/kserve/docs/V1beta1ExplainerSpec.md index c1c3d210884..5c005695e3f 100644 --- a/python/kserve/docs/V1beta1ExplainerSpec.md +++ b/python/kserve/docs/V1beta1ExplainerSpec.md @@ -6,7 +6,7 @@ Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- **active_deadline_seconds** | **int** | Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer. | [optional] **affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] -**annotations** | **dict(str, str)** | Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations | [optional] +**annotations** | **dict(str, str)** | Annotations that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/ | [optional] **art** | [**V1beta1ARTExplainerSpec**](V1beta1ARTExplainerSpec.md) | | [optional] **automount_service_account_token** | **bool** | AutomountServiceAccountToken indicates whether a service account token should be automatically mounted. | [optional] **batcher** | [**V1beta1Batcher**](V1beta1Batcher.md) | | [optional] @@ -26,7 +26,7 @@ Name | Type | Description | Notes **hostname** | **str** | Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value. | [optional] **image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] **init_containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/ | [optional] -**labels** | **dict(str, str)** | Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels | [optional] +**labels** | **dict(str, str)** | Labels that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/ | [optional] **logger** | [**V1beta1LoggerSpec**](V1beta1LoggerSpec.md) | | [optional] **max_replicas** | **int** | Maximum number of replicas for autoscaling. | [optional] **min_replicas** | **int** | Minimum number of replicas, defaults to 1 but can be set to 0 to enable scale-to-zero. | [optional] @@ -48,7 +48,7 @@ Name | Type | Description | Notes **security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] **service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] **service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] -**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] +**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] **share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] **subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] **termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] diff --git a/python/kserve/docs/V1beta1IngressConfig.md b/python/kserve/docs/V1beta1IngressConfig.md index cd4f247245b..c54e90e7547 100644 --- a/python/kserve/docs/V1beta1IngressConfig.md +++ b/python/kserve/docs/V1beta1IngressConfig.md @@ -10,7 +10,7 @@ Name | Type | Description | Notes **ingress_class_name** | **str** | | [optional] **ingress_domain** | **str** | | [optional] **ingress_gateway** | **str** | | [optional] -**ingress_service** | **str** | | [optional] +**knative_local_gateway_service** | **str** | | [optional] **local_gateway** | **str** | | [optional] **local_gateway_service** | **str** | | [optional] **path_template** | **str** | | [optional] diff --git a/python/kserve/docs/V1beta1LocalModelConfig.md b/python/kserve/docs/V1beta1LocalModelConfig.md new file mode 100644 index 00000000000..21ba6d8123d --- /dev/null +++ b/python/kserve/docs/V1beta1LocalModelConfig.md @@ -0,0 +1,13 @@ +# V1beta1LocalModelConfig + +## Properties +Name | Type | Description | Notes +------------ | ------------- | ------------- | ------------- +**default_job_image** | **str** | | [optional] +**enabled** | **bool** | | [default to False] +**fs_group** | **int** | | [optional] +**job_namespace** | **str** | | [default to ''] + +[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) + + diff --git a/python/kserve/docs/V1beta1LoggerSpec.md b/python/kserve/docs/V1beta1LoggerSpec.md index 4a98586b7a1..025dbd4b598 100644 --- a/python/kserve/docs/V1beta1LoggerSpec.md +++ b/python/kserve/docs/V1beta1LoggerSpec.md @@ -4,6 +4,7 @@ LoggerSpec specifies optional payload logging available for all components ## Properties Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- +**metadata_headers** | **list[str]** | Matched metadata HTTP headers for propagating to inference logger cloud events. | [optional] **mode** | **str** | Specifies the scope of the loggers. <br /> Valid values are: <br /> - \"all\" (default): log both request and response; <br /> - \"request\": log only request; <br /> - \"response\": log only response <br /> | [optional] **url** | **str** | URL to send logging events | [optional] diff --git a/python/kserve/docs/V1beta1PodSpec.md b/python/kserve/docs/V1beta1PodSpec.md index 6a732b0bea7..6e1438ea773 100644 --- a/python/kserve/docs/V1beta1PodSpec.md +++ b/python/kserve/docs/V1beta1PodSpec.md @@ -36,7 +36,7 @@ Name | Type | Description | Notes **security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] **service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] **service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] -**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] +**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] **share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] **subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] **termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] diff --git a/python/kserve/docs/V1beta1PredictorSpec.md b/python/kserve/docs/V1beta1PredictorSpec.md index 74ef7b385dd..216e88b55b2 100644 --- a/python/kserve/docs/V1beta1PredictorSpec.md +++ b/python/kserve/docs/V1beta1PredictorSpec.md @@ -6,7 +6,7 @@ Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- **active_deadline_seconds** | **int** | Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer. | [optional] **affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] -**annotations** | **dict(str, str)** | Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations | [optional] +**annotations** | **dict(str, str)** | Annotations that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/ | [optional] **automount_service_account_token** | **bool** | AutomountServiceAccountToken indicates whether a service account token should be automatically mounted. | [optional] **batcher** | [**V1beta1Batcher**](V1beta1Batcher.md) | | [optional] **canary_traffic_percent** | **int** | CanaryTrafficPercent defines the traffic split percentage between the candidate revision and the last ready revision | [optional] @@ -26,7 +26,7 @@ Name | Type | Description | Notes **huggingface** | [**V1beta1HuggingFaceRuntimeSpec**](V1beta1HuggingFaceRuntimeSpec.md) | | [optional] **image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] **init_containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/ | [optional] -**labels** | **dict(str, str)** | Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels | [optional] +**labels** | **dict(str, str)** | Labels that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/ | [optional] **lightgbm** | [**V1beta1LightGBMSpec**](V1beta1LightGBMSpec.md) | | [optional] **logger** | [**V1beta1LoggerSpec**](V1beta1LoggerSpec.md) | | [optional] **max_replicas** | **int** | Maximum number of replicas for autoscaling. | [optional] @@ -54,7 +54,7 @@ Name | Type | Description | Notes **security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] **service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] **service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] -**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] +**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] **share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] **sklearn** | [**V1beta1SKLearnSpec**](V1beta1SKLearnSpec.md) | | [optional] **subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] @@ -65,6 +65,7 @@ Name | Type | Description | Notes **topology_spread_constraints** | [**list[V1TopologySpreadConstraint]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1TopologySpreadConstraint.md) | TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed. | [optional] **triton** | [**V1beta1TritonSpec**](V1beta1TritonSpec.md) | | [optional] **volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] +**worker_spec** | [**V1beta1WorkerSpec**](V1beta1WorkerSpec.md) | | [optional] **xgboost** | [**V1beta1XGBoostSpec**](V1beta1XGBoostSpec.md) | | [optional] [[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) diff --git a/python/kserve/docs/V1beta1SecurityConfig.md b/python/kserve/docs/V1beta1SecurityConfig.md new file mode 100644 index 00000000000..ee89563c201 --- /dev/null +++ b/python/kserve/docs/V1beta1SecurityConfig.md @@ -0,0 +1,10 @@ +# V1beta1SecurityConfig + +## Properties +Name | Type | Description | Notes +------------ | ------------- | ------------- | ------------- +**auto_mount_service_account_token** | **bool** | | [default to False] + +[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) + + diff --git a/python/kserve/docs/V1beta1TransformerSpec.md b/python/kserve/docs/V1beta1TransformerSpec.md index 9988cb90633..490f156a64d 100644 --- a/python/kserve/docs/V1beta1TransformerSpec.md +++ b/python/kserve/docs/V1beta1TransformerSpec.md @@ -6,7 +6,7 @@ Name | Type | Description | Notes ------------ | ------------- | ------------- | ------------- **active_deadline_seconds** | **int** | Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer. | [optional] **affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] -**annotations** | **dict(str, str)** | Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations | [optional] +**annotations** | **dict(str, str)** | Annotations that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/ | [optional] **automount_service_account_token** | **bool** | AutomountServiceAccountToken indicates whether a service account token should be automatically mounted. | [optional] **batcher** | [**V1beta1Batcher**](V1beta1Batcher.md) | | [optional] **canary_traffic_percent** | **int** | CanaryTrafficPercent defines the traffic split percentage between the candidate revision and the last ready revision | [optional] @@ -25,7 +25,7 @@ Name | Type | Description | Notes **hostname** | **str** | Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value. | [optional] **image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] **init_containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/ | [optional] -**labels** | **dict(str, str)** | Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels | [optional] +**labels** | **dict(str, str)** | Labels that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/ | [optional] **logger** | [**V1beta1LoggerSpec**](V1beta1LoggerSpec.md) | | [optional] **max_replicas** | **int** | Maximum number of replicas for autoscaling. | [optional] **min_replicas** | **int** | Minimum number of replicas, defaults to 1 but can be set to 0 to enable scale-to-zero. | [optional] @@ -47,7 +47,7 @@ Name | Type | Description | Notes **security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] **service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] **service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] -**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] +**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] **share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] **subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] **termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] diff --git a/python/kserve/docs/V1beta1WorkerSpec.md b/python/kserve/docs/V1beta1WorkerSpec.md new file mode 100644 index 00000000000..baeb8b6ac52 --- /dev/null +++ b/python/kserve/docs/V1beta1WorkerSpec.md @@ -0,0 +1,49 @@ +# V1beta1WorkerSpec + +## Properties +Name | Type | Description | Notes +------------ | ------------- | ------------- | ------------- +**active_deadline_seconds** | **int** | Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer. | [optional] +**affinity** | [**V1Affinity**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Affinity.md) | | [optional] +**automount_service_account_token** | **bool** | AutomountServiceAccountToken indicates whether a service account token should be automatically mounted. | [optional] +**containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of containers belonging to the pod. Containers cannot currently be added or removed. There must be at least one container in a Pod. Cannot be updated. | [optional] +**dns_config** | [**V1PodDNSConfig**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodDNSConfig.md) | | [optional] +**dns_policy** | **str** | Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'. | [optional] +**enable_service_links** | **bool** | EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true. | [optional] +**ephemeral_containers** | [**list[V1EphemeralContainer]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1EphemeralContainer.md) | List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate. | [optional] +**host_aliases** | [**list[V1HostAlias]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1HostAlias.md) | HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. | [optional] +**host_ipc** | **bool** | Use the host's ipc namespace. Optional: Default to false. | [optional] +**host_network** | **bool** | Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false. | [optional] +**host_pid** | **bool** | Use the host's pid namespace. Optional: Default to false. | [optional] +**host_users** | **bool** | Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. | [optional] +**hostname** | **str** | Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value. | [optional] +**image_pull_secrets** | [**list[V1LocalObjectReference]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1LocalObjectReference.md) | ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod | [optional] +**init_containers** | [**list[V1Container]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md) | List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/ | [optional] +**node_name** | **str** | NodeName is a request to schedule this pod onto a specific node. If it is non-empty, the scheduler simply schedules this pod onto that node, assuming that it fits resource requirements. | [optional] +**node_selector** | **dict(str, str)** | NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ | [optional] +**os** | [**V1PodOS**](V1PodOS.md) | | [optional] +**overhead** | [**dict(str, ResourceQuantity)**](ResourceQuantity.md) | Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature. | [optional] +**preemption_policy** | **str** | PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate. | [optional] +**priority** | **int** | The priority value. Various system components use this field to find the priority of the pod. When Priority Admission Controller is enabled, it prevents users from setting this field. The admission controller populates this field from PriorityClassName. The higher the value, the higher the priority. | [optional] +**priority_class_name** | **str** | If specified, indicates the pod's priority. \"system-node-critical\" and \"system-cluster-critical\" are two special keywords which indicate the highest priorities with the former being the highest priority. Any other name must be defined by creating a PriorityClass object with that name. If not specified, the pod priority will be default or zero if there is no default. | [optional] +**readiness_gates** | [**list[V1PodReadinessGate]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodReadinessGate.md) | If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates | [optional] +**resource_claims** | [**list[V1PodResourceClaim]**](V1PodResourceClaim.md) | ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. | [optional] +**restart_policy** | **str** | Restart policy for all containers within the pod. One of Always, OnFailure, Never. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy | [optional] +**runtime_class_name** | **str** | RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14. | [optional] +**scheduler_name** | **str** | If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler. | [optional] +**scheduling_gates** | [**list[V1PodSchedulingGate]**](V1PodSchedulingGate.md) | SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. | [optional] +**security_context** | [**V1PodSecurityContext**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1PodSecurityContext.md) | | [optional] +**service_account** | **str** | DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. | [optional] +**service_account_name** | **str** | ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ | [optional] +**set_hostname_as_fqdn** | **bool** | If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. | [optional] +**share_process_namespace** | **bool** | Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. | [optional] +**size** | **int** | Configure the number of replicas in the worker set, each worker set represents the unit of scaling | [optional] +**subdomain** | **str** | If specified, the fully qualified Pod hostname will be \"<hostname>.<subdomain>.<pod namespace>.svc.<cluster domain>\". If not specified, the pod will not have a domainname at all. | [optional] +**termination_grace_period_seconds** | **int** | Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. | [optional] +**tolerations** | [**list[V1Toleration]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Toleration.md) | If specified, the pod's tolerations. | [optional] +**topology_spread_constraints** | [**list[V1TopologySpreadConstraint]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1TopologySpreadConstraint.md) | TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed. | [optional] +**volumes** | [**list[V1Volume]**](https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Volume.md) | List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes | [optional] + +[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md) + + diff --git a/python/kserve/kserve/__init__.py b/python/kserve/kserve/__init__.py index 989992cfc6f..638bacbcba8 100644 --- a/python/kserve/kserve/__init__.py +++ b/python/kserve/kserve/__init__.py @@ -16,7 +16,7 @@ from .model import Model from .model_server import ModelServer -from .inference_client import InferenceServerClient +from .inference_client import InferenceGRPCClient, InferenceRESTClient, RESTConfig from .protocol.infer_type import InferRequest, InferInput, InferResponse, InferOutput from .model_repository import ModelRepository from .constants import constants diff --git a/python/kserve/kserve/constants/constants.py b/python/kserve/kserve/constants/constants.py index cf1dbd95b3d..0f24abdfce7 100644 --- a/python/kserve/kserve/constants/constants.py +++ b/python/kserve/kserve/constants/constants.py @@ -13,6 +13,7 @@ # limitations under the License. import os +from enum import Enum # KServe K8S constants KSERVE_GROUP = "serving.kserve.io" @@ -72,5 +73,27 @@ # K8S metadata key constants GENERATION = "generation" +PREDICTOR_BASE_URL_FORMAT = "{0}://{1}" +EXPLAINER_BASE_URL_FORMAT = "{0}://{1}" + + +class PredictorProtocol(Enum): + REST_V1 = "v1" + REST_V2 = "v2" + GRPC_V2 = "grpc-v2" + + # LLM stats map key LLM_STATS_KEY = "llm-stats" + +# Default GRPC max message length +MAX_GRPC_MESSAGE_LENGTH = 8388608 + +V2_ROUTE_PREFIX = "/v2" +V1_ROUTE_PREFIX = "/v1" + +DEFAULT_HTTP_PORT = 8080 +DEFAULT_GRPC_PORT = 8081 + +# Header containing the json length in case of REST raw response. +INFERENCE_CONTENT_LENGTH_HEADER = "inference-header-content-length" diff --git a/python/kserve/kserve/errors.py b/python/kserve/kserve/errors.py index b62a07e1448..e00a3523c42 100644 --- a/python/kserve/kserve/errors.py +++ b/python/kserve/kserve/errors.py @@ -88,6 +88,18 @@ def __str__(self): return self.error_msg +class UnsupportedProtocol(Exception): + """ + Exception class indicating requested protocol is not supported. + """ + + def __init__(self, protocol_version=None): + self.reason = f"Unsupported protocol {protocol_version}." + + def __str__(self): + return self.reason + + async def exception_handler(_, exc): logger.error("Exception:", exc_info=exc) return JSONResponse( @@ -132,3 +144,28 @@ async def not_implemented_error_handler(_, exc): return JSONResponse( status_code=HTTPStatus.NOT_IMPLEMENTED, content={"error": str(exc)} ) + + +async def unsupported_protocol_error_handler(_, exc): + logger.error("Exception:", exc_info=exc) + return JSONResponse( + status_code=HTTPStatus.NOT_IMPLEMENTED, content={"error": str(exc)} + ) + + +class NoModelReady(RuntimeError): + def __init__(self, models: [], detail: str = None): + self.models = models + self.detail = detail + + def __str__(self): + model_name_list = [model.name for model in self.models] + if len(model_name_list) == 1: + self.error_msg = f"Model with name {model_name_list[0]} is not ready." + else: + self.error_msg = ( + f"Models with names {','.join(model_name_list)} are not ready." + ) + if self.detail: + self.error_msg = self.error_msg + " " + self.detail + return self.error_msg diff --git a/python/kserve/kserve/inference_client.py b/python/kserve/kserve/inference_client.py index 452d20e5a49..9593f4f3093 100644 --- a/python/kserve/kserve/inference_client.py +++ b/python/kserve/kserve/inference_client.py @@ -1,4 +1,4 @@ -# Copyright 2023 The KServe Authors. +# Copyright 2024 The KServe Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -12,40 +12,151 @@ # See the License for the specific language governing permissions and # limitations under the License. +import json +import ssl +from typing import Union, List, Tuple, Any, Optional, Sequence, Mapping, Dict + import grpc +import httpx +from orjson import orjson -from .protocol.infer_type import InferRequest +from .constants.constants import PredictorProtocol, INFERENCE_CONTENT_LENGTH_HEADER +from .errors import UnsupportedProtocol, InvalidInput +from .logging import trace_logger as logger +from .protocol.grpc.grpc_predict_v2_pb2 import ( + ServerReadyResponse, + ServerLiveResponse, + ModelReadyResponse, + ServerReadyRequest, + ServerLiveRequest, + ModelReadyRequest, +) from .protocol.grpc.grpc_predict_v2_pb2_grpc import GRPCInferenceServiceStub -from .logging import logger +from .protocol.infer_type import InferRequest, InferResponse +from .utils.utils import is_v2, is_v1 + + +class _UseClientDefault: + """ + For `timeout=...` parameter we need to be able to indicate the default "unset" state, in a way that is distinctly + different to using `None`. + + The default "unset" state indicates that whatever default is set on the + client should be used. This is different to setting `None`, which + explicitly disables the parameter, possibly overriding a client default. + + For example we use `timeout=USE_CLIENT_DEFAULT` in the `infer()` signature. + Omitting the `timeout` parameter will send a request using whatever default + timeout has been configured on the client. Including `timeout=None` will + ensure no timeout is used. + + Note that user code shouldn't need to use the `USE_CLIENT_DEFAULT` constant, + but it is used internally when a parameter is not included. + """ + +USE_CLIENT_DEFAULT = _UseClientDefault() + + +class InferenceGRPCClient: + """ + Asynchronous GRPC inference client. This feature is currently in alpha and may be subject to change. + Note: This client uses a default retry config. To override, explicitly provide the 'method_config' in channel + options or to disable retry set the channel option ("grpc.enable_retries", 0). + { + "methodConfig": [ + { + # Apply retry to all methods + "name": [{}], + "retryPolicy": { + "maxAttempts": 3, + "initialBackoff": "0.1s", + "maxBackoff": "1s", + "backoffMultiplier": 2, + "retryableStatusCodes": ["UNAVAILABLE"], + }, + } + ] + } + :param url: Inference server url as a string. + :param verbose: (optional) A boolean to enable verbose logging. Defaults to False. + :param use_ssl: (optional) A boolean value indicating whether to use an SSL-enabled channel (True) or not (False). + If creds provided the client will use SSL-enabled channel regardless of the specified value. + :param root_certificates: (optional) Path to the PEM-encoded root certificates file as a string, or None to + retrieve them from a default location chosen by gRPC runtime. If creds provided this + will be ignored. + :param private_key: (optional) Path to the PEM-encoded private key file as a string or None if no private key + should be used. If creds provided this will be ignored. + :param certificate_chain: (optional) Path to the PEM-encoded certificate chain file as a string or None if no + certificate chain should be used. If creds provided this will be ignored. + :param creds: (optional) A ChannelCredentials instance for secure channel communication. + :param channel_args: (optional) An list of key-value pairs (channel_arguments in gRPC Core runtime) to configure + the channel. + :param timeout (optional) The maximum end-to-end time, in seconds, the request is allowed to take. By default, + client timeout is 60 seconds. To disable timeout explicitly set it to 'None'. + """ -class InferenceServerClient: def __init__( self, - url, - verbose=False, - ssl=False, - root_certificates=None, - private_key=None, - certificate_chain=None, - creds=None, - channel_args=None, + url: str, + verbose: bool = False, + use_ssl: bool = False, + root_certificates: str = None, + private_key: str = None, + certificate_chain: str = None, + creds: grpc.ChannelCredentials = None, + channel_args: List[Tuple[str, Any]] = None, + timeout: Optional[float] = 60, ): + # requires appending the port to the predictor host for gRPC to work + if ":" not in url: + port = 443 if use_ssl else 80 + url = f"{url}:{port}" + # Default retry config + service_config_json = json.dumps( + { + "methodConfig": [ + { + # Apply retry to all methods + "name": [{}], + "retryPolicy": { + "maxAttempts": 3, + "initialBackoff": "0.1s", + "maxBackoff": "1s", + "backoffMultiplier": 2, + "retryableStatusCodes": ["UNAVAILABLE"], + }, + } + ] + } + ) # Explicitly check "is not None" here to support passing an empty # list to specify setting no channel arguments. if channel_args is not None: channel_opt = channel_args + if ("grpc.enable_retries", 0) not in channel_opt: + is_exist = False + for key, _ in channel_opt: + if key == "grpc.service_config": + is_exist = True + break + if ("grpc.enable_retries", 1) not in channel_opt: + channel_opt.append(("grpc.enable_retries", 1)) + if not is_exist: + channel_opt.append(("grpc.service_config", service_config_json)) else: # To specify custom channel_opt, see the channel_args parameter. channel_opt = [ ("grpc.max_send_message_length", -1), ("grpc.max_receive_message_length", -1), + ("grpc.enable_retries", 1), + ("grpc.service_config", service_config_json), ] if creds: - self._channel = grpc.secure_channel(url, creds, options=channel_opt) - elif ssl: + self._channel = grpc.aio.secure_channel(url, creds, options=channel_opt) + elif use_ssl: rc_bytes = pk_bytes = cc_bytes = None if root_certificates is not None: with open(root_certificates, "rb") as rc_fs: @@ -61,40 +172,516 @@ def __init__( private_key=pk_bytes, certificate_chain=cc_bytes, ) - self._channel = grpc.secure_channel(url, creds, options=channel_opt) + self._channel = grpc.aio.secure_channel(url, creds, options=channel_opt) else: - self._channel = grpc.insecure_channel(url, options=channel_opt) + self._channel = grpc.aio.insecure_channel(url, options=channel_opt) self._client_stub = GRPCInferenceServiceStub(self._channel) self._verbose = verbose + self._timeout = timeout - def __enter__(self): + async def __aenter__(self): return self - def __exit__(self, type, value, traceback): - self.close() - - def __del__(self): - self.close() + async def __aexit__(self, exc_type, exc_val, exc_tb): + await self.close() - def close(self): - """Close the client. Any future calls to server + async def close(self): + """ + Close the client. Any future calls to server will result in an Error. """ - self._channel.close() + await self._channel.close() - def infer(self, infer_request: InferRequest, client_timeout=None, headers=None): - metadata = headers.items() if headers is not None else tuple() + async def infer( + self, + infer_request: InferRequest, + timeout: Union[Optional[float], _UseClientDefault] = USE_CLIENT_DEFAULT, + headers: Union[grpc.aio.Metadata, Sequence[Tuple[str, str]], None] = None, + ) -> InferResponse: + """ + Run asynchronous inference using the supplied inputs. + :param infer_request: Inference input data as InferRequest or ModelInferRequest object. + :param timeout: (optional) The maximum end-to-end time, in seconds, the request is allowed to take. + The default value is 60 seconds. To disable timeout explicitly set it to 'None'. + This will override the client's timeout. + :param headers: (optional) Additional headers to be transmitted with the request. + :return: Inference output as ModelInferResponse. + :raises RPCError for non-OK-status response. + """ + metadata = headers if headers is not None else tuple() - request = infer_request.to_grpc() + if isinstance(infer_request, InferRequest): + infer_request = infer_request.to_grpc() + else: + raise InvalidInput("Invalid input format") if self._verbose: - logger.info("infer, metadata {}\n{}".format(metadata, request)) + logger.info( + "metadata: {}\n infer_request: {}".format(metadata, infer_request) + ) try: - response = self._client_stub.ModelInfer( - request=request, metadata=metadata, timeout=client_timeout + response = await self._client_stub.ModelInfer( + request=infer_request, + metadata=metadata, + timeout=( + self._timeout if isinstance(timeout, _UseClientDefault) else timeout + ), ) + response = InferResponse.from_grpc(response) if self._verbose: - logger.info(response) + logger.info("infer response: %s", response) return response except grpc.RpcError as rpc_error: + logger.error("Failed to infer: %s", rpc_error, exc_info=True) + raise rpc_error + + async def is_server_ready( + self, + timeout: Union[Optional[float], _UseClientDefault] = USE_CLIENT_DEFAULT, + headers: Union[grpc.aio.Metadata, Sequence[Tuple[str, str]], None] = None, + ) -> bool: + """ + Get readiness of the inference server. + :param timeout: (optional) The maximum end-to-end time, in seconds, the request is allowed to take. + The default value is 60 seconds. To disable timeout explicitly set it to 'None'. + This will override the client's timeout. + :param headers: (optional) Additional headers to be transmitted with the request. + :return: True if server is ready, False if server is not ready. + :raises RPCError for non-OK-status response. + """ + try: + response: ServerReadyResponse = await self._client_stub.ServerReady( + ServerReadyRequest(), + timeout=( + self._timeout if isinstance(timeout, _UseClientDefault) else timeout + ), + metadata=headers, + ) + if self._verbose: + logger.info("Server ready response: %s", response) + return response.ready + except grpc.RpcError as rpc_error: + logger.error("Failed to get server readiness: %s", rpc_error, exc_info=True) + raise rpc_error + + async def is_server_live( + self, + timeout: Union[Optional[float], _UseClientDefault] = USE_CLIENT_DEFAULT, + headers: Union[grpc.aio.Metadata, Sequence[Tuple[str, str]], None] = None, + ) -> bool: + """ + Get liveness of the inference server. + :param timeout: (optional) The maximum end-to-end time, in seconds, the request is allowed to take. + The default value is 60 seconds. To disable timeout explicitly set it to 'None'. + This will override the client's timeout. + :param headers: (optional) Additional headers to be transmitted with the request. + :return: True if server is live, False if server is not live. + :raises RPCError for non-OK-status response. + """ + try: + response: ServerLiveResponse = await self._client_stub.ServerLive( + ServerLiveRequest(), + timeout=( + self._timeout if isinstance(timeout, _UseClientDefault) else timeout + ), + metadata=headers, + ) + if self._verbose: + logger.info("Server live response: %s", response) + return response.live + except grpc.RpcError as rpc_error: + logger.error("Failed to get server liveness: %s", rpc_error, exc_info=True) + raise rpc_error + + async def is_model_ready( + self, + model_name: str, + timeout: Union[Optional[float], _UseClientDefault] = USE_CLIENT_DEFAULT, + headers: Union[grpc.aio.Metadata, Sequence[Tuple[str, str]], None] = None, + ) -> bool: + """ + Get readiness of the specified model. + :param model_name: The name of the model to check for readiness. + :param timeout: (optional) The maximum end-to-end time, in seconds, the request is allowed to take. + The default value is 60 seconds. To disable timeout explicitly set it to 'None'. + This will override the client's timeout. + :param headers: (optional) Additional headers to be transmitted with the request. + :return: True if model is ready, False if model is not ready. + :raises RPCError for non-OK-status response or specified model not found. + """ + try: + response: ModelReadyResponse = await self._client_stub.ModelReady( + ModelReadyRequest(name=model_name), + timeout=( + self._timeout if isinstance(timeout, _UseClientDefault) else timeout + ), + metadata=headers, + ) + if self._verbose: + logger.info("Model %s ready response: %s", model_name, response) + return response.ready + except grpc.RpcError as rpc_error: + logger.error( + "Failed to get readiness of the model with name %s: %s", + model_name, + rpc_error, + exc_info=True, + ) raise rpc_error + + +class RESTConfig: + """ + Configuration for REST inference client. + + :param transport (optional) An asynchronous transport class to use for sending requests over the network. + :param protocol (optional) Inference server protocol as string or PredictorProtocol object. Defaults to V1 protocol. + :param retries (optional) An integer value indicating the number of retries in case of ConnectError or + ConnectTimeout. Defaults to 3. + :param timeout (optional) The maximum end-to-end time, in seconds, the request is allowed to take. By default, + client timeout is 60 seconds. To disable timeout explicitly set it to None. + :param http2 (optional) A boolean indicating if HTTP/2 support should be enabled. Defaults to False. + :param cert (optional) An SSL certificate used by the requested host to authenticate the client. + Either a path to an SSL certificate file, or two-tuple of (certificate file, key file), or + a three-tuple of (certificate file, key file, password). + :param verify (optional) SSL certificates (a.k.a CA bundle) used to verify the identity of requested hosts. + Either True (default CA bundle), a path to an SSL certificate file, a ssl.SSLContext, or False + (which will disable verification). + :param auth (optional) An authentication class to use when sending inference requests. Refer httpx + :param verbose (optional) A boolean to enable verbose logging. Defaults to False. + """ + + def __init__( + self, + transport: httpx.AsyncBaseTransport = None, + protocol: Union[str, PredictorProtocol] = "v1", + retries: int = 3, + http2: bool = False, + timeout: Union[float, None, tuple, httpx.Timeout] = 60, + cert=None, + verify: Union[str, bool, ssl.SSLContext] = True, + auth=None, + verbose: bool = False, + ): + self.transport = transport + self.protocol = ( + protocol.value if isinstance(protocol, PredictorProtocol) else protocol + ) + self.retries = retries + self.http2 = http2 + self.timeout = timeout + self.cert = cert + self.verify = verify + self.retries = retries + self.auth = auth + self.transport = transport + self.verbose = verbose + if self.transport is None: + httpx.AsyncHTTPTransport( + retries=self.retries, + http2=self.http2, + cert=self.cert, + verify=self.verify, + ) + + +class InferenceRESTClient: + """ + Asynchronous REST inference client. This feature is currently in alpha and may be subject to change. + :param config (optional) A RESTConfig object which contains client configurations. + """ + + def __init__(self, config: RESTConfig = None): + self._config = RESTConfig() if config is None else config + self._client = httpx.AsyncClient( + transport=self._config.transport, + http2=self._config.http2, + timeout=self._config.timeout, + auth=self._config.auth, + verify=self._config.verify, + ) + + def _construct_url( + self, base_url: Union[str, httpx.URL], relative_url: str + ) -> httpx.URL: + """ + Merge a relative url argument together with any 'base_url' to create the URL used for the outgoing request. + :param base_url: The base url as str or httpx.URL object to use when constructing request url. + :param relative_url: The relative url to use for merging with base url as string. + :return: a httpx.URL object + :raises InvalidURL if the base url is not valid. + """ + if isinstance(base_url, str): + base_url = httpx.URL(base_url) + if base_url.is_relative_url: + raise httpx.InvalidURL("Base url should not be a relative url") + if not base_url.raw_path.endswith(b"/") and not relative_url.startswith("/"): + relative_url = "/" + relative_url + return base_url.join(base_url.path + relative_url) + + def _consturct_http_status_error( + self, response: httpx.Response + ) -> httpx.HTTPStatusError: + message = ( + "{error_message}, '{0.status_code} {0.reason_phrase}' for url '{0.url}'" + ) + error_message = "" + if ( + "content-type" in response.headers + and response.headers["content-type"] == "application/json" + ): + error_message = response.json() + if "error" in error_message: + error_message = error_message["error"] + message = message.format(response, error_message=error_message) + return httpx.HTTPStatusError( + message, request=response.request, response=response + ) + + async def infer( + self, + base_url: Union[httpx.URL, str], + data: Union[InferRequest, dict], + model_name: Optional[str] = None, + headers: Optional[Mapping[str, str]] = None, + response_headers: Dict[str, str] = None, + is_graph_endpoint: bool = False, + timeout: Union[float, None, tuple, httpx.Timeout] = httpx.USE_CLIENT_DEFAULT, + ) -> Union[InferResponse, Dict]: + """ + Run asynchronous inference using the supplied data. + :param base_url: Base url of the inference server. E.g. https://example.com:443, https://example.com:443/serving + :param data: Input data as InferRequest object. + :param model_name: (optional) Name of the model as string. If is_graph_endpoint is true this can be omitted. + If is_graph_endpoint is False and model_name is None, this will raise ValueError. + :param headers: (optional) HTTP headers to include when sending request. + :param is_graph_endpoint: (optional) If set to True the base_url will be considered as an inference graph + endpoint and will be used as it is for making the request regardless of the + protocol specified in the RESTConfig. The result will be returned as dict object. + Defaults to False. + :param timeout: (optional) The maximum end-to-end time, in seconds, the request is allowed to take. This will + override the timeout in the RESTConfig. The default value is 60 seconds. + To disable timeout explicitly set it to 'None'. + :return: Inference result as InferResponse object or python dict. + :raises HTTPStatusError for response codes other than 2xx. + :raises UnsupportedProtocol if the specified protocol version is not supported. + """ + if is_graph_endpoint: + url = base_url + elif model_name is None: + raise ValueError("model_name should not be 'None'") + elif is_v1(self._config.protocol): + url = self._construct_url( + base_url, f"{self._config.protocol}/models/{model_name}:predict" + ) + elif is_v2(self._config.protocol): + url = self._construct_url( + base_url, f"{self._config.protocol}/models/{model_name}/infer" + ) + else: + raise UnsupportedProtocol(self._config.protocol) + if self._config.verbose: + logger.info("url: %s", url) + logger.info("request data: %s", data) + if isinstance(data, InferRequest): + data, json_length = data.to_rest() + if json_length: + headers = headers or {} + headers[INFERENCE_CONTENT_LENGTH_HEADER] = str(json_length) + headers["content-type"] = "application/octet-stream" + if isinstance(data, dict): + data = orjson.dumps(data) + response = await self._client.post( + url, content=data, headers=headers, timeout=timeout + ) + if self._config.verbose: + logger.info( + "response code: %s, content: %s", response.status_code, response.text + ) + if not response.is_success: + raise self._consturct_http_status_error(response) + if response_headers is not None: + response_headers.update(response.headers) + # If inference graph result, return it as dict + if is_graph_endpoint: + output = orjson.loads(response.content) + elif is_v2(self._config.protocol): + json_length = response.headers.get( + INFERENCE_CONTENT_LENGTH_HEADER, len(response.content) + ) + output = InferResponse.from_bytes(response.content, int(json_length)) + # Should be v1 protocol result, return it as dict + else: + output = orjson.loads(response.content) + return output + + async def explain( + self, + base_url: Union[httpx.URL, str], + model_name: str, + data: Dict, + headers: Optional[Mapping[str, str]] = None, + timeout: Union[float, None, tuple, httpx.Timeout] = httpx.USE_CLIENT_DEFAULT, + ) -> Dict: + """ + Run asynchronous explanation using the supplied data. + :param base_url: Base url of the inference server. E.g. https://example.com:443, https://example.com:443/serving + :param model_name: Name of the model as string. + :param data: Input data as python dict. + :param headers: (optional) HTTP headers to include when sending request. + :param timeout: (optional) The maximum end-to-end time, in seconds, the request is allowed to take. This will + override the timeout in the RESTConfig. The default value is 60 seconds. + To disable timeout explicitly set it to 'None'. + :return: Explain result as python dict. + :raises HTTPStatusError for response codes other than 2xx. + :raises UnsupportedProtocol if the specified protocol version is not supported. + """ + if is_v1(self._config.protocol): + url = self._construct_url( + base_url, f"{self._config.protocol}/models/{model_name}:explain" + ) + else: + raise UnsupportedProtocol(self._config.protocol) + if self._config.verbose: + logger.info("url: %s", url) + logger.info("request data: %s", data) + data = orjson.dumps(data) + response = await self._client.post( + url, content=data, headers=headers, timeout=timeout + ) + if self._config.verbose: + logger.info( + "response code: %s, content: %s", response.status_code, response.text + ) + if not response.is_success: + raise self._consturct_http_status_error(response) + return orjson.loads(response.content) + + async def is_server_ready( + self, + base_url: Union[httpx.URL, str], + headers: Optional[Mapping[str, str]] = None, + timeout: Union[float, None, tuple, httpx.Timeout] = httpx.USE_CLIENT_DEFAULT, + ) -> bool: + """ + Get readiness of the inference server. + :param base_url: Base url of the inference server. E.g. https://example.com:443, https://example.com:443/serving + :param headers: (optional) HTTP headers to include when sending request. + :param timeout: (optional) The maximum end-to-end time, in seconds, the request is allowed to take. This will + override the timeout in the RESTConfig. The default value is 60 seconds. + To disable timeout explicitly set it to 'None'. + :return: True if server is ready, False if server is not ready. + :raises HTTPStatusError for response codes other than 2xx. + :raises UnsupportedProtocol if the specified protocol version is not supported. + """ + if is_v2(self._config.protocol): + url = self._construct_url(base_url, f"{self._config.protocol}/health/ready") + else: + raise UnsupportedProtocol(protocol_version=self._config.protocol) + if self._config.verbose: + logger.info("url: %s, protocol_version: %s", url, self._config.protocol) + response = await self._client.get(url, headers=headers, timeout=timeout) + if self._config.verbose: + logger.info( + "response code: %s, content: %s", response.status_code, response.text + ) + if not response.is_success: + raise self._consturct_http_status_error(response) + return response.json().get("ready") + + async def is_server_live( + self, + base_url: Union[str, httpx.URL], + headers: Optional[Mapping[str, str]] = None, + timeout: Union[float, None, tuple, httpx.Timeout] = httpx.USE_CLIENT_DEFAULT, + ) -> bool: + """ + Get liveness of the inference server. + :param base_url: Base url of the inference server. E.g. https://example.com:443, https://example.com:443/serving + :param headers: (optional) HTTP headers to include when sending request. + :param timeout: (optional) The maximum end-to-end time, in seconds, the request is allowed to take. This will + override the timeout in the RESTConfig. The default value is 60 seconds. + To disable timeout explicitly set it to 'None'. + :return: True if server is ready, False if server is not ready. + :raises HTTPStatusError for response codes other than 2xx. + :raises UnsupportedProtocol if the specified protocol version is not supported. + """ + if is_v1(self._config.protocol): + url = self._construct_url(base_url, "") + elif is_v2(self._config.protocol): + url = self._construct_url(base_url, f"{self._config.protocol}/health/live") + else: + raise UnsupportedProtocol(protocol_version=self._config.protocol) + if self._config.verbose: + logger.info("url: %s, protocol_version: %s", url, self._config.protocol) + response = await self._client.get(url, headers=headers, timeout=timeout) + if self._config.verbose: + logger.info( + "response code: %s, content: %s", response.status_code, response.text + ) + if not response.is_success: + raise self._consturct_http_status_error(response) + if is_v1(self._config.protocol): + is_live = response.json().get("status").lower() == "alive" + elif is_v2(self._config.protocol): + is_live = response.json().get("live") + else: + raise UnsupportedProtocol(protocol_version=self._config.protocol) + return is_live + + async def is_model_ready( + self, + base_url: Union[httpx.URL, str], + model_name: str, + headers: Optional[Mapping[str, str]] = None, + timeout: Union[float, None, tuple, httpx.Timeout] = httpx.USE_CLIENT_DEFAULT, + ) -> bool: + """ + Get readiness of the specified model. + :param base_url: Base url of the inference server. E.g. https://example.com:443, https://example.com:443/serving + :param model_name: Name of the model as string. + :param headers: (optional) HTTP headers to include when sending request. + :param timeout: (optional) The maximum end-to-end time, in seconds, the request is allowed to take. This will + override the timeout in the RESTConfig. The default value is 60 seconds. + To disable timeout explicitly set it to 'None'. + :return: True if server is ready, False if server is not ready. + :raises HTTPStatusError for response codes other than 2xx. + :raises UnsupportedProtocol if the specified protocol version is not supported. + """ + if is_v1(self._config.protocol): + url = self._construct_url( + base_url, f"{self._config.protocol}/models/{model_name}" + ) + elif is_v2(self._config.protocol): + url = self._construct_url( + base_url, f"{self._config.protocol}/models/{model_name}/ready" + ) + else: + raise UnsupportedProtocol(protocol_version=self._config.protocol) + if self._config.verbose: + logger.info("url: %s, protocol_version: %s", url, self._config.protocol) + response = await self._client.get(url, headers=headers, timeout=timeout) + if self._config.verbose: + logger.info( + "response code: %s, content: %s", response.status_code, response.text + ) + + # Model Server responds with 503 service unavailable error if model is not ready + if response.status_code == httpx.codes.SERVICE_UNAVAILABLE: + return False + # Raise for other status codes + if not response.is_success: + raise self._consturct_http_status_error(response) + return response.json().get("ready") + + async def close(self): + """ + Close the client, transport and proxies. + """ + await self._client.aclose() + + async def __aenter__(self): + return self + + async def __aexit__(self, exc_type, exc_val, exc_tb): + await self.close() diff --git a/python/kserve/kserve/model.py b/python/kserve/kserve/model.py index c4b96a60815..28b0cf5966f 100644 --- a/python/kserve/kserve/model.py +++ b/python/kserve/kserve/model.py @@ -14,18 +14,20 @@ import inspect import time -from abc import ABC +from abc import ABC, abstractmethod from enum import Enum -from typing import Any, AsyncIterator, Dict, List, Optional, Union +from typing import Any, AsyncIterator, Awaitable, Dict, List, Optional, Union -import grpc -import httpx -import orjson from cloudevents.http import CloudEvent -from httpx import HTTPStatusError +from .constants.constants import ( + PredictorProtocol, + PREDICTOR_BASE_URL_FORMAT, + EXPLAINER_BASE_URL_FORMAT, +) from .errors import InvalidInput -from .logging import logger, trace_logger +from .inference_client import RESTConfig, InferenceRESTClient, InferenceGRPCClient +from .logging import trace_logger from .metrics import ( EXPLAIN_HIST_TIME, POST_HIST_TIME, @@ -33,15 +35,9 @@ PREDICT_HIST_TIME, get_labels, ) -from .protocol.grpc import grpc_predict_v2_pb2_grpc -from .protocol.grpc.grpc_predict_v2_pb2 import ModelInferRequest, ModelInferResponse +from .protocol.grpc.grpc_predict_v2_pb2 import ModelInferRequest from .protocol.infer_type import InferRequest, InferResponse -PREDICTOR_URL_FORMAT = "{0}://{1}/v1/models/{2}:predict" -EXPLAINER_URL_FORMAT = "{0}://{1}/v1/models/{2}:explain" -PREDICTOR_V2_URL_FORMAT = "{0}://{1}/v2/models/{2}/infer" -EXPLAINER_V2_URL_FORMAT = "{0}://{1}/v2/models/{2}/explain" - class BaseKServeModel(ABC): """ @@ -60,7 +56,7 @@ def __init__(self, name: str): self.name = name self.ready = False - def healthy(self) -> bool: + async def healthy(self) -> bool: """ Check the health of this model. By default returns `self.ready`. @@ -69,21 +65,63 @@ def healthy(self) -> bool: """ return self.ready + def load(self) -> bool: + """Load handler can be overridden to load the model from storage. + The `self.ready` should be set to True after the model is loaded. The flag is used for model health check. + + Returns: + bool: True if model is ready, False otherwise + """ + self.ready = True + return self.ready + + def start(self): + """Start handler can be overridden to perform model setup""" + self.ready = True + def stop(self): """Stop handler can be overridden to perform model teardown""" - pass + self.ready = False class InferenceVerb(Enum): EXPLAIN = 1 PREDICT = 2 - GENERATE = 3 -class PredictorProtocol(Enum): - REST_V1 = "v1" - REST_V2 = "v2" - GRPC_V2 = "grpc-v2" +InferReturnValueTypes = Union[Dict, InferResponse, List[str]] +InferReturnType = Union[InferReturnValueTypes, Awaitable[InferReturnValueTypes]] + + +class InferenceModel(BaseKServeModel): + """ + Abstract class representing a model that supports standard inference and prediction. + """ + + @abstractmethod + def __call__( + self, + body: Union[Dict, CloudEvent, InferRequest], + headers: Optional[Dict[str, str]] = None, + verb: InferenceVerb = InferenceVerb.PREDICT, + ) -> InferReturnType: + pass + + def get_input_types(self) -> List[Dict]: + # Override this function to return appropriate input format expected by your model. + # Refer https://kserve.github.io/website/0.9/modelserving/inference_api/#model-metadata-response-json-object + + # Eg. + # return [{ "name": "", "datatype": "INT32", "shape": [1,5], }] + return [] + + def get_output_types(self) -> List[Dict]: + # Override this function to return appropriate output format returned by your model. + # Refer https://kserve.github.io/website/0.9/modelserving/inference_api/#model-metadata-response-json-object + + # Eg. + # return [{ "name": "", "datatype": "INT32", "shape": [1,5], }] + return [] def is_v2(protocol: PredictorProtocol) -> bool: @@ -116,8 +154,13 @@ def __init__( self.predictor_request_timeout_seconds = predictor_request_timeout_seconds -class Model(BaseKServeModel): - def __init__(self, name: str, predictor_config: Optional[PredictorConfig] = None): +class Model(InferenceModel): + def __init__( + self, + name: str, + predictor_config: Optional[PredictorConfig] = None, + return_response_headers: bool = False, + ): """KServe Model Public Interface Model is intended to be subclassed to implement the model handlers. @@ -150,13 +193,14 @@ def __init__(self, name: str, predictor_config: Optional[PredictorConfig] = None self._http_client_instance = None self._grpc_client_stub = None self.enable_latency_logging = False + self.required_response_headers = return_response_headers async def __call__( self, body: Union[Dict, CloudEvent, InferRequest], + headers: Optional[Dict[str, str]] = None, verb: InferenceVerb = InferenceVerb.PREDICT, - headers: Dict[str, str] = None, - ) -> Union[Dict, InferResponse, List[str]]: + ) -> InferReturnType: """Method to call predictor or explainer with the given input. Args: @@ -175,6 +219,7 @@ async def __call__( predict_ms = 0 postprocess_ms = 0 prom_labels = get_labels(self.name) + response_headers = {} with PRE_HIST_TIME.labels(**prom_labels).time(): start = time.time() @@ -197,22 +242,36 @@ async def __call__( elif verb == InferenceVerb.PREDICT: with PREDICT_HIST_TIME.labels(**prom_labels).time(): start = time.time() - response = ( - (await self.predict(payload, headers)) - if inspect.iscoroutinefunction(self.predict) - else self.predict(payload, headers) - ) + if self.required_response_headers: + response = ( + (await self.predict(payload, headers, response_headers)) + if inspect.iscoroutinefunction(self.predict) + else self.predict(payload, headers, response_headers) + ) + else: + response = ( + (await self.predict(payload, headers)) + if inspect.iscoroutinefunction(self.predict) + else self.predict(payload, headers) + ) predict_ms = get_latency_ms(start, time.time()) else: raise NotImplementedError with POST_HIST_TIME.labels(**prom_labels).time(): start = time.time() - response = ( - await self.postprocess(response, headers) - if inspect.iscoroutinefunction(self.postprocess) - else self.postprocess(response, headers) - ) + if self.required_response_headers: + response = ( + await self.postprocess(response, headers, response_headers) + if inspect.iscoroutinefunction(self.postprocess) + else self.postprocess(response, headers, response_headers) + ) + else: + response = ( + await self.postprocess(response, headers) + if inspect.iscoroutinefunction(self.postprocess) + else self.postprocess(response, headers) + ) postprocess_ms = get_latency_ms(start, time.time()) if self.enable_latency_logging is True: @@ -222,29 +281,20 @@ async def __call__( f"postprocess_ms: {postprocess_ms}" ) - return response + return response, response_headers @property - def _http_client(self): - if self._http_client_instance is None: - self._http_client_instance = httpx.AsyncClient() + def _http_client(self) -> InferenceRESTClient: + if self._http_client_instance is None and self.predictor_host: + config = RESTConfig(protocol=self.protocol, timeout=self.timeout, retries=3) + self._http_client_instance = InferenceRESTClient(config=config) return self._http_client_instance @property - def _grpc_client(self): - if self._grpc_client_stub is None: - # requires appending the port to the predictor host for gRPC to work - if ":" not in self.predictor_host: - port = 443 if self.use_ssl else 80 - self.predictor_host = f"{self.predictor_host}:{port}" - if self.use_ssl: - _channel = grpc.aio.secure_channel( - self.predictor_host, grpc.ssl_channel_credentials() - ) - else: - _channel = grpc.aio.insecure_channel(self.predictor_host) - self._grpc_client_stub = grpc_predict_v2_pb2_grpc.GRPCInferenceServiceStub( - _channel + def _grpc_client(self) -> InferenceGRPCClient: + if self._grpc_client_stub is None and self.predictor_host: + self._grpc_client_stub = InferenceGRPCClient( + url=self.predictor_host, use_ssl=self.use_ssl, timeout=self.timeout ) return self._grpc_client_stub @@ -276,22 +326,6 @@ def load(self) -> bool: self.ready = True return self.ready - def get_input_types(self) -> List[Dict]: - # Override this function to return appropriate input format expected by your model. - # Refer https://kserve.github.io/website/0.9/modelserving/inference_api/#model-metadata-response-json-object - - # Eg. - # return [{ "name": "", "datatype": "INT32", "shape": [1,5], }] - return [] - - def get_output_types(self) -> List[Dict]: - # Override this function to return appropriate output format returned by your model. - # Refer https://kserve.github.io/website/0.9/modelserving/inference_api/#model-metadata-response-json-object - - # Eg. - # return [{ "name": "", "datatype": "INT32", "shape": [1,5], }] - return [] - async def preprocess( self, payload: Union[Dict, InferRequest], headers: Dict[str, str] = None ) -> Union[Dict, InferRequest]: @@ -310,7 +344,10 @@ async def preprocess( return payload async def postprocess( - self, result: Union[Dict, InferResponse], headers: Dict[str, str] = None + self, + result: Union[Dict, InferResponse], + headers: Dict[str, str] = None, + response_headers: Dict[str, str] = None, ) -> Union[Dict, InferResponse]: """The `postprocess` handler can be overridden for inference result or response transformation. The predictor sends back the inference result in `Dict` for v1 endpoints and `InferResponse` for v2 endpoints. @@ -325,17 +362,11 @@ async def postprocess( return result async def _http_predict( - self, payload: Union[Dict, InferRequest], headers: Dict[str, str] = None - ) -> Dict: - protocol = "https" if self.use_ssl else "http" - predict_url = PREDICTOR_URL_FORMAT.format( - protocol, self.predictor_host, self.name - ) - if self.protocol == PredictorProtocol.REST_V2.value: - predict_url = PREDICTOR_V2_URL_FORMAT.format( - protocol, self.predictor_host, self.name - ) - + self, + payload: Union[Dict, InferRequest], + headers: Dict[str, str] = None, + response_headers: Dict[str, str] = None, + ) -> Union[Dict, InferResponse]: # Adjusting headers. Inject content type if not exist. # Also, removing host, as the header is the one passed to transformer and contains transformer's host predict_headers = {"Content-Type": "application/json"} @@ -344,50 +375,31 @@ async def _http_predict( predict_headers["x-request-id"] = headers["x-request-id"] if "x-b3-traceid" in headers: predict_headers["x-b3-traceid"] = headers["x-b3-traceid"] - if isinstance(payload, InferRequest): - payload = payload.to_rest() - data = orjson.dumps(payload) - try: - response = await self._http_client.post( - predict_url, timeout=self.timeout, headers=predict_headers, content=data - ) - except Exception as exc: - request_id = predict_headers.get("x-request-id", "N.A.") - logger.error( - f"Could not send a request to predictor at url {predict_url} " - f"for {request_id=} " - f"due to exception {exc}" - ) - raise exc + protocol = "https" if self.use_ssl else "http" + predict_base_url = PREDICTOR_BASE_URL_FORMAT.format( + protocol, self.predictor_host + ) + response = await self._http_client.infer( + predict_base_url, + model_name=self.name, + data=payload, + headers=predict_headers, + response_headers=response_headers, + ) - if not response.is_success: - message = ( - "{error_message}, '{0.status_code} {0.reason_phrase}' for url '{0.url}'" - ) - error_message = "" - if ( - "content-type" in response.headers - and response.headers["content-type"] == "application/json" - ): - error_message = response.json() - if "error" in error_message: - error_message = error_message["error"] - message = message.format(response, error_message=error_message) - raise HTTPStatusError(message, request=response.request, response=response) - return orjson.loads(response.content) + return response async def _grpc_predict( self, payload: Union[ModelInferRequest, InferRequest], headers: Dict[str, str] = None, - ) -> ModelInferResponse: - if isinstance(payload, InferRequest): - payload = payload.to_grpc() - async_result = await self._grpc_client.ModelInfer( - request=payload, - timeout=self.timeout, - metadata=( + ) -> InferResponse: + if isinstance(payload, ModelInferRequest): + payload = InferRequest.from_grpc(payload) + async_result = await self._grpc_client.infer( + infer_request=payload, + headers=( ("request_type", "grpc_v2"), ("response_type", "grpc_v2"), ("x-request-id", headers.get("x-request-id", "")), @@ -399,6 +411,7 @@ async def predict( self, payload: Union[Dict, InferRequest, ModelInferRequest], headers: Dict[str, str] = None, + response_headers: Dict[str, str] = None, ) -> Union[Dict, InferResponse, AsyncIterator[Any]]: """The `predict` handler can be overridden for performing the inference. By default, the predict handler makes call to predictor for the inference step. @@ -416,16 +429,9 @@ async def predict( if not self.predictor_host: raise NotImplementedError("Could not find predictor_host.") if self.protocol == PredictorProtocol.GRPC_V2.value: - res = await self._grpc_predict(payload, headers) - return InferResponse.from_grpc(res) + return await self._grpc_predict(payload, headers) else: - res = await self._http_predict(payload, headers) - # return an InferResponse if this is REST V2, otherwise just return the dictionary - return ( - InferResponse.from_rest(self.name, res) - if is_v2(PredictorProtocol(self.protocol)) - else res - ) + return await self._http_predict(payload, headers, response_headers) async def explain(self, payload: Dict, headers: Dict[str, str] = None) -> Dict: """`explain` handler can be overridden to implement the model explanation. @@ -444,14 +450,24 @@ async def explain(self, payload: Dict, headers: Dict[str, str] = None) -> Dict: if self.explainer_host is None: raise NotImplementedError("Could not find explainer_host.") + explain_headers = {"content-type": "application/json"} + if headers is not None: + if "content-type" in headers: + explain_headers["content-type"] = headers["content-type"] + if "x-request-id" in headers: + explain_headers["x-request-id"] = headers["x-request-id"] + if "x-b3-traceid" in headers: + explain_headers["x-b3-traceid"] = headers["x-b3-traceid"] + protocol = "https" if self.use_ssl else "http" # Currently explainer only supports the kserve v1 endpoints - explain_url = EXPLAINER_URL_FORMAT.format( - protocol, self.explainer_host, self.name + explain_base_url = EXPLAINER_BASE_URL_FORMAT.format( + protocol, self.explainer_host ) - response = await self._http_client.post( - url=explain_url, timeout=self.timeout, content=orjson.dumps(payload) + response = await self._http_client.explain( + explain_base_url, + model_name=self.name, + data=payload, + headers=explain_headers, ) - - response.raise_for_status() - return orjson.loads(response.content) + return response diff --git a/python/kserve/kserve/model_repository.py b/python/kserve/kserve/model_repository.py index 3ca410cedde..8969c7fb223 100644 --- a/python/kserve/kserve/model_repository.py +++ b/python/kserve/kserve/model_repository.py @@ -13,9 +13,7 @@ # limitations under the License. import os -from typing import Dict, Optional, Union - -from ray.serve.handle import DeploymentHandle +from typing import Dict, Optional from .model import BaseKServeModel @@ -32,7 +30,7 @@ class ModelRepository: """ def __init__(self, models_dir: str = MODEL_MOUNT_DIRS): - self.models: Dict[str, Union[BaseKServeModel, DeploymentHandle]] = {} + self.models: Dict[str, BaseKServeModel] = {} self.models_dir = models_dir def load_models(self): @@ -44,30 +42,21 @@ def load_models(self): def set_models_dir(self, models_dir): # used for unit tests self.models_dir = models_dir - def get_model( - self, name: str - ) -> Optional[Union[BaseKServeModel, DeploymentHandle]]: + def get_model(self, name: str) -> Optional[BaseKServeModel]: return self.models.get(name, None) - def get_models(self) -> Dict[str, Union[BaseKServeModel, DeploymentHandle]]: + def get_models(self) -> Dict[str, BaseKServeModel]: return self.models - def is_model_ready(self, name: str): + async def is_model_ready(self, name: str): model = self.get_model(name) if not model: return False - if isinstance(model, BaseKServeModel): - return model.healthy() - else: - # For Ray Serve, the models are guaranteed to be ready after deploying the model. - return True + return await model.healthy() def update(self, model: BaseKServeModel): self.models[model.name] = model - def update_handle(self, name: str, model_handle: DeploymentHandle): - self.models[name] = model_handle - def load(self, name: str) -> bool: pass @@ -81,4 +70,4 @@ def unload(self, name: str): model.stop() del self.models[name] else: - raise KeyError(f"model {name} does not exist") + raise KeyError(f"model with name {name} does not exist") diff --git a/python/kserve/kserve/model_server.py b/python/kserve/kserve/model_server.py index 4670c1e6a24..f4134f0f502 100644 --- a/python/kserve/kserve/model_server.py +++ b/python/kserve/kserve/model_server.py @@ -15,18 +15,20 @@ import argparse import asyncio import concurrent.futures -import multiprocessing import signal -import socket import sys -from multiprocessing import Process -from typing import Any, Callable, Dict, List, Optional, Union +from importlib import metadata +from typing import Any, Callable, Dict, List, Optional -from ray import serve as rayserve -from ray.serve.api import Deployment -from ray.serve.handle import DeploymentHandle +from fastapi import FastAPI +from fastapi.responses import ORJSONResponse from . import logging +from .constants.constants import ( + DEFAULT_HTTP_PORT, + DEFAULT_GRPC_PORT, + MAX_GRPC_MESSAGE_LENGTH, +) from .logging import logger from .model import BaseKServeModel from .model_repository import ModelRepository @@ -35,9 +37,7 @@ from .protocol.model_repository_extension import ModelRepositoryExtension from .protocol.rest.server import UvicornServer from .utils import utils - -DEFAULT_HTTP_PORT = 8080 -DEFAULT_GRPC_PORT = 8081 +from kserve.errors import NoModelReady parser = argparse.ArgumentParser( add_help=False, formatter_class=argparse.ArgumentDefaultsHelpFormatter @@ -152,8 +152,28 @@ type=int, help="The timeout seconds for the request sent to the predictor.", ) +parser.add_argument( + "--grpc_max_send_message_length", + default=MAX_GRPC_MESSAGE_LENGTH, + type=int, + help="The max message length for gRPC send message.", +) +parser.add_argument( + "--grpc_max_receive_message_length", + default=MAX_GRPC_MESSAGE_LENGTH, + type=int, + help="The max message length for gRPC receive message.", +) args, _ = parser.parse_known_args() +app = FastAPI( + title="KServe ModelServer", + version=metadata.version("kserve"), + docs_url="/docs" if args.enable_docs_url else None, + redoc_url=None, + default_response_class=ORJSONResponse, +) + class ModelServer: def __init__( @@ -163,7 +183,7 @@ def __init__( workers: int = args.workers, max_threads: int = args.max_threads, max_asyncio_workers: int = args.max_asyncio_workers, - registered_models: ModelRepository = None, + registered_models: Optional[ModelRepository] = None, enable_grpc: bool = args.enable_grpc, enable_docs_url: bool = args.enable_docs_url, enable_latency_logging: bool = args.enable_latency_logging, @@ -177,7 +197,7 @@ def __init__( workers: Number of uvicorn workers. Default: ``1``. max_threads: Max number of gRPC processing threads. Default: ``4`` max_asyncio_workers: Max number of AsyncIO threads. Default: ``None`` - registered_models: Model repository with registered models. + registered_models: A optional Model repository with registered models. enable_grpc: Whether to turn on grpc server. Default: ``True`` enable_docs_url: Whether to turn on ``/docs`` Swagger UI. Default: ``False``. enable_latency_logging: Whether to log latency metric. Default: ``True``. @@ -207,7 +227,10 @@ def __init__( self._rest_server = None if self.enable_grpc: self._grpc_server = GRPCServer( - grpc_port, self.dataplane, self.model_repository_extension + grpc_port, + self.dataplane, + self.model_repository_extension, + kwargs=vars(args), ) if args.configure_logging: # If the logger does not have any handlers, then the logger is not configured. @@ -217,36 +240,57 @@ def __init__( self.access_log_format = access_log_format self._custom_exception_handler = None - def start( - self, models: Union[List[BaseKServeModel], Dict[str, Deployment]] - ) -> None: + async def _serve_rest(self): + logger.info(f"Starting uvicorn with {self.workers} workers") + loop = asyncio.get_event_loop() + if sys.platform not in ["win32", "win64"]: + sig_list = [signal.SIGINT, signal.SIGTERM, signal.SIGQUIT] + else: + sig_list = [signal.SIGINT, signal.SIGTERM] + + for sig in sig_list: + loop.add_signal_handler( + sig, lambda s=sig: asyncio.create_task(self.stop(sig=s)) + ) + if self._custom_exception_handler is None: + loop.set_exception_handler(self.default_exception_handler) + else: + loop.set_exception_handler(self._custom_exception_handler) + self._rest_server = UvicornServer( + app, + self.http_port, + self.dataplane, + self.model_repository_extension, + # By setting log_config to None we tell Uvicorn not to configure logging as it is already + # configured by kserve. + log_config=None, + access_log_format=self.access_log_format, + workers=self.workers, + ) + await self._rest_server.run() + + def start(self, models: List[BaseKServeModel]) -> None: """Start the model server with a set of registered models. Args: models: a list of models to register to the model server. """ if isinstance(models, list): + at_least_one_model_ready = False for model in models: if isinstance(model, BaseKServeModel): - self.register_model(model) - # pass whether to log request latency into the model - model.enable_latency_logging = self.enable_latency_logging + if model.ready: + at_least_one_model_ready = True + self.register_model(model) + # pass whether to log request latency into the model + model.enable_latency_logging = self.enable_latency_logging + model.start() else: raise RuntimeError("Model type should be 'BaseKServeModel'") - elif isinstance(models, dict): - if all([isinstance(v, Deployment) for v in models.values()]): - # TODO: make this port number a variable - rayserve.start( - detached=True, http_options={"host": "0.0.0.0", "port": 9071} - ) - for key in models: - models[key].deploy() - handle = models[key].get_handle() - self.register_model_handle(key, handle) - else: - raise RuntimeError("Model type should be RayServe Deployment") + if not at_least_one_model_ready and models: + raise NoModelReady(models) else: - raise RuntimeError("Unknown model collection types") + raise RuntimeError("Unknown model collection type") if self.max_asyncio_workers is None: # formula as suggest in https://bugs.python.org/issue35279 @@ -256,62 +300,8 @@ def start( concurrent.futures.ThreadPoolExecutor(max_workers=self.max_asyncio_workers) ) - async def serve(): - logger.info(f"Starting uvicorn with {self.workers} workers") - loop = asyncio.get_event_loop() - if sys.platform not in ["win32", "win64"]: - sig_list = [signal.SIGINT, signal.SIGTERM, signal.SIGQUIT] - else: - sig_list = [signal.SIGINT, signal.SIGTERM] - - for sig in sig_list: - loop.add_signal_handler( - sig, lambda s=sig: asyncio.create_task(self.stop(sig=s)) - ) - if self._custom_exception_handler is None: - loop.set_exception_handler(self.default_exception_handler) - else: - loop.set_exception_handler(self._custom_exception_handler) - if self.workers == 1: - self._rest_server = UvicornServer( - self.http_port, - [], - self.dataplane, - self.model_repository_extension, - self.enable_docs_url, - # By setting log_config to None we tell Uvicorn not to configure logging as it is already - # configured by kserve. - log_config=None, - access_log_format=self.access_log_format, - ) - await self._rest_server.run() - else: - # Since py38 MacOS/Windows defaults to use spawn for starting multiprocessing. - # https://docs.python.org/3/library/multiprocessing.html#contexts-and-start-methods - # Spawn does not work with FastAPI/uvicorn in multiprocessing mode, use fork for multiprocessing - # https://github.com/tiangolo/fastapi/issues/1586 - serversocket = socket.socket(socket.AF_INET, socket.SOCK_STREAM) - serversocket.setsockopt(socket.SOL_SOCKET, socket.SO_REUSEADDR, 1) - serversocket.bind(("0.0.0.0", self.http_port)) - serversocket.listen(5) - multiprocessing.set_start_method("fork") - self._rest_server = UvicornServer( - self.http_port, - [serversocket], - self.dataplane, - self.model_repository_extension, - self.enable_docs_url, - # By setting log_config to None we tell Uvicorn not to configure logging as it is already - # configured by kserve. - log_config=None, - access_log_format=self.access_log_format, - ) - for _ in range(self.workers): - p = Process(target=self._rest_server.run_sync) - p.start() - async def servers_task(): - servers = [serve()] + servers = [self._serve_rest()] if self.enable_grpc: servers.append(self._grpc_server.start(self.max_threads)) await asyncio.gather(*servers) @@ -354,24 +344,13 @@ def default_exception_handler( """Default exception handler for event loop. This is called when an exception occurs and no exception handler is set. - By default, this will shut down the server gracefully. - This can be called by a custom exception handler that wants to defer to the default handler behavior. """ - # gracefully shutdown the server - loop.run_until_complete(self.stop()) + if "exception" in context: + logger.error(f"Caught exception: {context.get('exception')}") + logger.error(f"message: { context.get('message')}") loop.default_exception_handler(context) - def register_model_handle(self, name: str, model_handle: DeploymentHandle): - """Register a model handle to the model server. - - Args: - name: The name of the model handle. - model_handle: The model handle object. - """ - self.registered_models.update_handle(name, model_handle) - logger.info("Registering model handle: %s", name) - def register_model(self, model: BaseKServeModel): """Register a model to the model server. diff --git a/python/kserve/kserve/models/__init__.py b/python/kserve/kserve/models/__init__.py index c1c9af7a782..71cb32c8eac 100644 --- a/python/kserve/kserve/models/__init__.py +++ b/python/kserve/kserve/models/__init__.py @@ -29,6 +29,9 @@ # import models into model package from kserve.models.v1alpha1_built_in_adapter import V1alpha1BuiltInAdapter +from kserve.models.v1alpha1_cluster_local_model import V1alpha1ClusterLocalModel +from kserve.models.v1alpha1_cluster_local_model_list import V1alpha1ClusterLocalModelList +from kserve.models.v1alpha1_cluster_local_model_spec import V1alpha1ClusterLocalModelSpec from kserve.models.v1alpha1_cluster_serving_runtime import V1alpha1ClusterServingRuntime from kserve.models.v1alpha1_cluster_serving_runtime_list import V1alpha1ClusterServingRuntimeList from kserve.models.v1alpha1_cluster_storage_container import V1alpha1ClusterStorageContainer @@ -40,6 +43,9 @@ from kserve.models.v1alpha1_inference_router import V1alpha1InferenceRouter from kserve.models.v1alpha1_inference_step import V1alpha1InferenceStep from kserve.models.v1alpha1_inference_target import V1alpha1InferenceTarget +from kserve.models.v1alpha1_local_model_node_group import V1alpha1LocalModelNodeGroup +from kserve.models.v1alpha1_local_model_node_group_list import V1alpha1LocalModelNodeGroupList +from kserve.models.v1alpha1_local_model_node_group_spec import V1alpha1LocalModelNodeGroupSpec from kserve.models.v1alpha1_model_spec import V1alpha1ModelSpec from kserve.models.v1alpha1_serving_runtime import V1alpha1ServingRuntime from kserve.models.v1alpha1_serving_runtime_list import V1alpha1ServingRuntimeList @@ -73,6 +79,7 @@ from kserve.models.v1beta1_inference_services_config import V1beta1InferenceServicesConfig from kserve.models.v1beta1_ingress_config import V1beta1IngressConfig from kserve.models.v1beta1_light_gbm_spec import V1beta1LightGBMSpec +from kserve.models.v1beta1_local_model_config import V1beta1LocalModelConfig from kserve.models.v1beta1_logger_spec import V1beta1LoggerSpec from kserve.models.v1beta1_model_copies import V1beta1ModelCopies from kserve.models.v1beta1_model_format import V1beta1ModelFormat @@ -86,9 +93,11 @@ from kserve.models.v1beta1_predictor_extension_spec import V1beta1PredictorExtensionSpec from kserve.models.v1beta1_predictor_spec import V1beta1PredictorSpec from kserve.models.v1beta1_sk_learn_spec import V1beta1SKLearnSpec +from kserve.models.v1beta1_security_config import V1beta1SecurityConfig from kserve.models.v1beta1_storage_spec import V1beta1StorageSpec from kserve.models.v1beta1_tf_serving_spec import V1beta1TFServingSpec from kserve.models.v1beta1_torch_serve_spec import V1beta1TorchServeSpec from kserve.models.v1beta1_transformer_spec import V1beta1TransformerSpec from kserve.models.v1beta1_triton_spec import V1beta1TritonSpec +from kserve.models.v1beta1_worker_spec import V1beta1WorkerSpec from kserve.models.v1beta1_xg_boost_spec import V1beta1XGBoostSpec diff --git a/python/kserve/kserve/models/v1alpha1_cluster_local_model.py b/python/kserve/kserve/models/v1alpha1_cluster_local_model.py new file mode 100644 index 00000000000..4c6803189ad --- /dev/null +++ b/python/kserve/kserve/models/v1alpha1_cluster_local_model.py @@ -0,0 +1,242 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# coding: utf-8 + +""" + KServe + + Python SDK for KServe # noqa: E501 + + The version of the OpenAPI document: v0.1 + Generated by: https://openapi-generator.tech +""" + + +import pprint +import re # noqa: F401 + +import six + +from kserve.configuration import Configuration + + +class V1alpha1ClusterLocalModel(object): + """NOTE: This class is auto generated by OpenAPI Generator. + Ref: https://openapi-generator.tech + + Do not edit the class manually. + """ + + """ + Attributes: + openapi_types (dict): The key is attribute name + and the value is attribute type. + attribute_map (dict): The key is attribute name + and the value is json key in definition. + """ + openapi_types = { + 'api_version': 'str', + 'kind': 'str', + 'metadata': 'V1ObjectMeta', + 'spec': 'V1alpha1ClusterLocalModelSpec', + 'status': 'V1alpha1ClusterLocalModelStatus' + } + + attribute_map = { + 'api_version': 'apiVersion', + 'kind': 'kind', + 'metadata': 'metadata', + 'spec': 'spec', + 'status': 'status' + } + + def __init__(self, api_version=None, kind=None, metadata=None, spec=None, status=None, local_vars_configuration=None): # noqa: E501 + """V1alpha1ClusterLocalModel - a model defined in OpenAPI""" # noqa: E501 + if local_vars_configuration is None: + local_vars_configuration = Configuration() + self.local_vars_configuration = local_vars_configuration + + self._api_version = None + self._kind = None + self._metadata = None + self._spec = None + self._status = None + self.discriminator = None + + if api_version is not None: + self.api_version = api_version + if kind is not None: + self.kind = kind + if metadata is not None: + self.metadata = metadata + if spec is not None: + self.spec = spec + if status is not None: + self.status = status + + @property + def api_version(self): + """Gets the api_version of this V1alpha1ClusterLocalModel. # noqa: E501 + + APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources # noqa: E501 + + :return: The api_version of this V1alpha1ClusterLocalModel. # noqa: E501 + :rtype: str + """ + return self._api_version + + @api_version.setter + def api_version(self, api_version): + """Sets the api_version of this V1alpha1ClusterLocalModel. + + APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources # noqa: E501 + + :param api_version: The api_version of this V1alpha1ClusterLocalModel. # noqa: E501 + :type: str + """ + + self._api_version = api_version + + @property + def kind(self): + """Gets the kind of this V1alpha1ClusterLocalModel. # noqa: E501 + + Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds # noqa: E501 + + :return: The kind of this V1alpha1ClusterLocalModel. # noqa: E501 + :rtype: str + """ + return self._kind + + @kind.setter + def kind(self, kind): + """Sets the kind of this V1alpha1ClusterLocalModel. + + Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds # noqa: E501 + + :param kind: The kind of this V1alpha1ClusterLocalModel. # noqa: E501 + :type: str + """ + + self._kind = kind + + @property + def metadata(self): + """Gets the metadata of this V1alpha1ClusterLocalModel. # noqa: E501 + + + :return: The metadata of this V1alpha1ClusterLocalModel. # noqa: E501 + :rtype: V1ObjectMeta + """ + return self._metadata + + @metadata.setter + def metadata(self, metadata): + """Sets the metadata of this V1alpha1ClusterLocalModel. + + + :param metadata: The metadata of this V1alpha1ClusterLocalModel. # noqa: E501 + :type: V1ObjectMeta + """ + + self._metadata = metadata + + @property + def spec(self): + """Gets the spec of this V1alpha1ClusterLocalModel. # noqa: E501 + + + :return: The spec of this V1alpha1ClusterLocalModel. # noqa: E501 + :rtype: V1alpha1ClusterLocalModelSpec + """ + return self._spec + + @spec.setter + def spec(self, spec): + """Sets the spec of this V1alpha1ClusterLocalModel. + + + :param spec: The spec of this V1alpha1ClusterLocalModel. # noqa: E501 + :type: V1alpha1ClusterLocalModelSpec + """ + + self._spec = spec + + @property + def status(self): + """Gets the status of this V1alpha1ClusterLocalModel. # noqa: E501 + + + :return: The status of this V1alpha1ClusterLocalModel. # noqa: E501 + :rtype: V1alpha1ClusterLocalModelStatus + """ + return self._status + + @status.setter + def status(self, status): + """Sets the status of this V1alpha1ClusterLocalModel. + + + :param status: The status of this V1alpha1ClusterLocalModel. # noqa: E501 + :type: V1alpha1ClusterLocalModelStatus + """ + + self._status = status + + def to_dict(self): + """Returns the model properties as a dict""" + result = {} + + for attr, _ in six.iteritems(self.openapi_types): + value = getattr(self, attr) + if isinstance(value, list): + result[attr] = list(map( + lambda x: x.to_dict() if hasattr(x, "to_dict") else x, + value + )) + elif hasattr(value, "to_dict"): + result[attr] = value.to_dict() + elif isinstance(value, dict): + result[attr] = dict(map( + lambda item: (item[0], item[1].to_dict()) + if hasattr(item[1], "to_dict") else item, + value.items() + )) + else: + result[attr] = value + + return result + + def to_str(self): + """Returns the string representation of the model""" + return pprint.pformat(self.to_dict()) + + def __repr__(self): + """For `print` and `pprint`""" + return self.to_str() + + def __eq__(self, other): + """Returns true if both objects are equal""" + if not isinstance(other, V1alpha1ClusterLocalModel): + return False + + return self.to_dict() == other.to_dict() + + def __ne__(self, other): + """Returns true if both objects are not equal""" + if not isinstance(other, V1alpha1ClusterLocalModel): + return True + + return self.to_dict() != other.to_dict() diff --git a/python/kserve/kserve/models/v1alpha1_cluster_local_model_list.py b/python/kserve/kserve/models/v1alpha1_cluster_local_model_list.py new file mode 100644 index 00000000000..8707f38d6db --- /dev/null +++ b/python/kserve/kserve/models/v1alpha1_cluster_local_model_list.py @@ -0,0 +1,217 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# coding: utf-8 + +""" + KServe + + Python SDK for KServe # noqa: E501 + + The version of the OpenAPI document: v0.1 + Generated by: https://openapi-generator.tech +""" + + +import pprint +import re # noqa: F401 + +import six + +from kserve.configuration import Configuration + + +class V1alpha1ClusterLocalModelList(object): + """NOTE: This class is auto generated by OpenAPI Generator. + Ref: https://openapi-generator.tech + + Do not edit the class manually. + """ + + """ + Attributes: + openapi_types (dict): The key is attribute name + and the value is attribute type. + attribute_map (dict): The key is attribute name + and the value is json key in definition. + """ + openapi_types = { + 'api_version': 'str', + 'items': 'list[V1alpha1ClusterLocalModel]', + 'kind': 'str', + 'metadata': 'V1ListMeta' + } + + attribute_map = { + 'api_version': 'apiVersion', + 'items': 'items', + 'kind': 'kind', + 'metadata': 'metadata' + } + + def __init__(self, api_version=None, items=None, kind=None, metadata=None, local_vars_configuration=None): # noqa: E501 + """V1alpha1ClusterLocalModelList - a model defined in OpenAPI""" # noqa: E501 + if local_vars_configuration is None: + local_vars_configuration = Configuration() + self.local_vars_configuration = local_vars_configuration + + self._api_version = None + self._items = None + self._kind = None + self._metadata = None + self.discriminator = None + + if api_version is not None: + self.api_version = api_version + self.items = items + if kind is not None: + self.kind = kind + if metadata is not None: + self.metadata = metadata + + @property + def api_version(self): + """Gets the api_version of this V1alpha1ClusterLocalModelList. # noqa: E501 + + APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources # noqa: E501 + + :return: The api_version of this V1alpha1ClusterLocalModelList. # noqa: E501 + :rtype: str + """ + return self._api_version + + @api_version.setter + def api_version(self, api_version): + """Sets the api_version of this V1alpha1ClusterLocalModelList. + + APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources # noqa: E501 + + :param api_version: The api_version of this V1alpha1ClusterLocalModelList. # noqa: E501 + :type: str + """ + + self._api_version = api_version + + @property + def items(self): + """Gets the items of this V1alpha1ClusterLocalModelList. # noqa: E501 + + + :return: The items of this V1alpha1ClusterLocalModelList. # noqa: E501 + :rtype: list[V1alpha1ClusterLocalModel] + """ + return self._items + + @items.setter + def items(self, items): + """Sets the items of this V1alpha1ClusterLocalModelList. + + + :param items: The items of this V1alpha1ClusterLocalModelList. # noqa: E501 + :type: list[V1alpha1ClusterLocalModel] + """ + if self.local_vars_configuration.client_side_validation and items is None: # noqa: E501 + raise ValueError("Invalid value for `items`, must not be `None`") # noqa: E501 + + self._items = items + + @property + def kind(self): + """Gets the kind of this V1alpha1ClusterLocalModelList. # noqa: E501 + + Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds # noqa: E501 + + :return: The kind of this V1alpha1ClusterLocalModelList. # noqa: E501 + :rtype: str + """ + return self._kind + + @kind.setter + def kind(self, kind): + """Sets the kind of this V1alpha1ClusterLocalModelList. + + Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds # noqa: E501 + + :param kind: The kind of this V1alpha1ClusterLocalModelList. # noqa: E501 + :type: str + """ + + self._kind = kind + + @property + def metadata(self): + """Gets the metadata of this V1alpha1ClusterLocalModelList. # noqa: E501 + + + :return: The metadata of this V1alpha1ClusterLocalModelList. # noqa: E501 + :rtype: V1ListMeta + """ + return self._metadata + + @metadata.setter + def metadata(self, metadata): + """Sets the metadata of this V1alpha1ClusterLocalModelList. + + + :param metadata: The metadata of this V1alpha1ClusterLocalModelList. # noqa: E501 + :type: V1ListMeta + """ + + self._metadata = metadata + + def to_dict(self): + """Returns the model properties as a dict""" + result = {} + + for attr, _ in six.iteritems(self.openapi_types): + value = getattr(self, attr) + if isinstance(value, list): + result[attr] = list(map( + lambda x: x.to_dict() if hasattr(x, "to_dict") else x, + value + )) + elif hasattr(value, "to_dict"): + result[attr] = value.to_dict() + elif isinstance(value, dict): + result[attr] = dict(map( + lambda item: (item[0], item[1].to_dict()) + if hasattr(item[1], "to_dict") else item, + value.items() + )) + else: + result[attr] = value + + return result + + def to_str(self): + """Returns the string representation of the model""" + return pprint.pformat(self.to_dict()) + + def __repr__(self): + """For `print` and `pprint`""" + return self.to_str() + + def __eq__(self, other): + """Returns true if both objects are equal""" + if not isinstance(other, V1alpha1ClusterLocalModelList): + return False + + return self.to_dict() == other.to_dict() + + def __ne__(self, other): + """Returns true if both objects are not equal""" + if not isinstance(other, V1alpha1ClusterLocalModelList): + return True + + return self.to_dict() != other.to_dict() diff --git a/python/kserve/kserve/models/v1alpha1_cluster_local_model_spec.py b/python/kserve/kserve/models/v1alpha1_cluster_local_model_spec.py new file mode 100644 index 00000000000..ac7f586b273 --- /dev/null +++ b/python/kserve/kserve/models/v1alpha1_cluster_local_model_spec.py @@ -0,0 +1,193 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# coding: utf-8 + +""" + KServe + + Python SDK for KServe # noqa: E501 + + The version of the OpenAPI document: v0.1 + Generated by: https://openapi-generator.tech +""" + + +import pprint +import re # noqa: F401 + +import six + +from kserve.configuration import Configuration + + +class V1alpha1ClusterLocalModelSpec(object): + """NOTE: This class is auto generated by OpenAPI Generator. + Ref: https://openapi-generator.tech + + Do not edit the class manually. + """ + + """ + Attributes: + openapi_types (dict): The key is attribute name + and the value is attribute type. + attribute_map (dict): The key is attribute name + and the value is json key in definition. + """ + openapi_types = { + 'model_size': 'ResourceQuantity', + 'node_group': 'str', + 'source_model_uri': 'str' + } + + attribute_map = { + 'model_size': 'modelSize', + 'node_group': 'nodeGroup', + 'source_model_uri': 'sourceModelUri' + } + + def __init__(self, model_size=None, node_group='', source_model_uri='', local_vars_configuration=None): # noqa: E501 + """V1alpha1ClusterLocalModelSpec - a model defined in OpenAPI""" # noqa: E501 + if local_vars_configuration is None: + local_vars_configuration = Configuration() + self.local_vars_configuration = local_vars_configuration + + self._model_size = None + self._node_group = None + self._source_model_uri = None + self.discriminator = None + + self.model_size = model_size + self.node_group = node_group + self.source_model_uri = source_model_uri + + @property + def model_size(self): + """Gets the model_size of this V1alpha1ClusterLocalModelSpec. # noqa: E501 + + + :return: The model_size of this V1alpha1ClusterLocalModelSpec. # noqa: E501 + :rtype: ResourceQuantity + """ + return self._model_size + + @model_size.setter + def model_size(self, model_size): + """Sets the model_size of this V1alpha1ClusterLocalModelSpec. + + + :param model_size: The model_size of this V1alpha1ClusterLocalModelSpec. # noqa: E501 + :type: ResourceQuantity + """ + if self.local_vars_configuration.client_side_validation and model_size is None: # noqa: E501 + raise ValueError("Invalid value for `model_size`, must not be `None`") # noqa: E501 + + self._model_size = model_size + + @property + def node_group(self): + """Gets the node_group of this V1alpha1ClusterLocalModelSpec. # noqa: E501 + + group of nodes to cache the model on. # noqa: E501 + + :return: The node_group of this V1alpha1ClusterLocalModelSpec. # noqa: E501 + :rtype: str + """ + return self._node_group + + @node_group.setter + def node_group(self, node_group): + """Sets the node_group of this V1alpha1ClusterLocalModelSpec. + + group of nodes to cache the model on. # noqa: E501 + + :param node_group: The node_group of this V1alpha1ClusterLocalModelSpec. # noqa: E501 + :type: str + """ + if self.local_vars_configuration.client_side_validation and node_group is None: # noqa: E501 + raise ValueError("Invalid value for `node_group`, must not be `None`") # noqa: E501 + + self._node_group = node_group + + @property + def source_model_uri(self): + """Gets the source_model_uri of this V1alpha1ClusterLocalModelSpec. # noqa: E501 + + Original StorageUri # noqa: E501 + + :return: The source_model_uri of this V1alpha1ClusterLocalModelSpec. # noqa: E501 + :rtype: str + """ + return self._source_model_uri + + @source_model_uri.setter + def source_model_uri(self, source_model_uri): + """Sets the source_model_uri of this V1alpha1ClusterLocalModelSpec. + + Original StorageUri # noqa: E501 + + :param source_model_uri: The source_model_uri of this V1alpha1ClusterLocalModelSpec. # noqa: E501 + :type: str + """ + if self.local_vars_configuration.client_side_validation and source_model_uri is None: # noqa: E501 + raise ValueError("Invalid value for `source_model_uri`, must not be `None`") # noqa: E501 + + self._source_model_uri = source_model_uri + + def to_dict(self): + """Returns the model properties as a dict""" + result = {} + + for attr, _ in six.iteritems(self.openapi_types): + value = getattr(self, attr) + if isinstance(value, list): + result[attr] = list(map( + lambda x: x.to_dict() if hasattr(x, "to_dict") else x, + value + )) + elif hasattr(value, "to_dict"): + result[attr] = value.to_dict() + elif isinstance(value, dict): + result[attr] = dict(map( + lambda item: (item[0], item[1].to_dict()) + if hasattr(item[1], "to_dict") else item, + value.items() + )) + else: + result[attr] = value + + return result + + def to_str(self): + """Returns the string representation of the model""" + return pprint.pformat(self.to_dict()) + + def __repr__(self): + """For `print` and `pprint`""" + return self.to_str() + + def __eq__(self, other): + """Returns true if both objects are equal""" + if not isinstance(other, V1alpha1ClusterLocalModelSpec): + return False + + return self.to_dict() == other.to_dict() + + def __ne__(self, other): + """Returns true if both objects are not equal""" + if not isinstance(other, V1alpha1ClusterLocalModelSpec): + return True + + return self.to_dict() != other.to_dict() diff --git a/python/kserve/kserve/models/v1alpha1_local_model_node_group.py b/python/kserve/kserve/models/v1alpha1_local_model_node_group.py new file mode 100644 index 00000000000..a46afb7a439 --- /dev/null +++ b/python/kserve/kserve/models/v1alpha1_local_model_node_group.py @@ -0,0 +1,242 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# coding: utf-8 + +""" + KServe + + Python SDK for KServe # noqa: E501 + + The version of the OpenAPI document: v0.1 + Generated by: https://openapi-generator.tech +""" + + +import pprint +import re # noqa: F401 + +import six + +from kserve.configuration import Configuration + + +class V1alpha1LocalModelNodeGroup(object): + """NOTE: This class is auto generated by OpenAPI Generator. + Ref: https://openapi-generator.tech + + Do not edit the class manually. + """ + + """ + Attributes: + openapi_types (dict): The key is attribute name + and the value is attribute type. + attribute_map (dict): The key is attribute name + and the value is json key in definition. + """ + openapi_types = { + 'api_version': 'str', + 'kind': 'str', + 'metadata': 'V1ObjectMeta', + 'spec': 'V1alpha1LocalModelNodeGroupSpec', + 'status': 'V1alpha1LocalModelNodeGroupStatus' + } + + attribute_map = { + 'api_version': 'apiVersion', + 'kind': 'kind', + 'metadata': 'metadata', + 'spec': 'spec', + 'status': 'status' + } + + def __init__(self, api_version=None, kind=None, metadata=None, spec=None, status=None, local_vars_configuration=None): # noqa: E501 + """V1alpha1LocalModelNodeGroup - a model defined in OpenAPI""" # noqa: E501 + if local_vars_configuration is None: + local_vars_configuration = Configuration() + self.local_vars_configuration = local_vars_configuration + + self._api_version = None + self._kind = None + self._metadata = None + self._spec = None + self._status = None + self.discriminator = None + + if api_version is not None: + self.api_version = api_version + if kind is not None: + self.kind = kind + if metadata is not None: + self.metadata = metadata + if spec is not None: + self.spec = spec + if status is not None: + self.status = status + + @property + def api_version(self): + """Gets the api_version of this V1alpha1LocalModelNodeGroup. # noqa: E501 + + APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources # noqa: E501 + + :return: The api_version of this V1alpha1LocalModelNodeGroup. # noqa: E501 + :rtype: str + """ + return self._api_version + + @api_version.setter + def api_version(self, api_version): + """Sets the api_version of this V1alpha1LocalModelNodeGroup. + + APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources # noqa: E501 + + :param api_version: The api_version of this V1alpha1LocalModelNodeGroup. # noqa: E501 + :type: str + """ + + self._api_version = api_version + + @property + def kind(self): + """Gets the kind of this V1alpha1LocalModelNodeGroup. # noqa: E501 + + Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds # noqa: E501 + + :return: The kind of this V1alpha1LocalModelNodeGroup. # noqa: E501 + :rtype: str + """ + return self._kind + + @kind.setter + def kind(self, kind): + """Sets the kind of this V1alpha1LocalModelNodeGroup. + + Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds # noqa: E501 + + :param kind: The kind of this V1alpha1LocalModelNodeGroup. # noqa: E501 + :type: str + """ + + self._kind = kind + + @property + def metadata(self): + """Gets the metadata of this V1alpha1LocalModelNodeGroup. # noqa: E501 + + + :return: The metadata of this V1alpha1LocalModelNodeGroup. # noqa: E501 + :rtype: V1ObjectMeta + """ + return self._metadata + + @metadata.setter + def metadata(self, metadata): + """Sets the metadata of this V1alpha1LocalModelNodeGroup. + + + :param metadata: The metadata of this V1alpha1LocalModelNodeGroup. # noqa: E501 + :type: V1ObjectMeta + """ + + self._metadata = metadata + + @property + def spec(self): + """Gets the spec of this V1alpha1LocalModelNodeGroup. # noqa: E501 + + + :return: The spec of this V1alpha1LocalModelNodeGroup. # noqa: E501 + :rtype: V1alpha1LocalModelNodeGroupSpec + """ + return self._spec + + @spec.setter + def spec(self, spec): + """Sets the spec of this V1alpha1LocalModelNodeGroup. + + + :param spec: The spec of this V1alpha1LocalModelNodeGroup. # noqa: E501 + :type: V1alpha1LocalModelNodeGroupSpec + """ + + self._spec = spec + + @property + def status(self): + """Gets the status of this V1alpha1LocalModelNodeGroup. # noqa: E501 + + + :return: The status of this V1alpha1LocalModelNodeGroup. # noqa: E501 + :rtype: V1alpha1LocalModelNodeGroupStatus + """ + return self._status + + @status.setter + def status(self, status): + """Sets the status of this V1alpha1LocalModelNodeGroup. + + + :param status: The status of this V1alpha1LocalModelNodeGroup. # noqa: E501 + :type: V1alpha1LocalModelNodeGroupStatus + """ + + self._status = status + + def to_dict(self): + """Returns the model properties as a dict""" + result = {} + + for attr, _ in six.iteritems(self.openapi_types): + value = getattr(self, attr) + if isinstance(value, list): + result[attr] = list(map( + lambda x: x.to_dict() if hasattr(x, "to_dict") else x, + value + )) + elif hasattr(value, "to_dict"): + result[attr] = value.to_dict() + elif isinstance(value, dict): + result[attr] = dict(map( + lambda item: (item[0], item[1].to_dict()) + if hasattr(item[1], "to_dict") else item, + value.items() + )) + else: + result[attr] = value + + return result + + def to_str(self): + """Returns the string representation of the model""" + return pprint.pformat(self.to_dict()) + + def __repr__(self): + """For `print` and `pprint`""" + return self.to_str() + + def __eq__(self, other): + """Returns true if both objects are equal""" + if not isinstance(other, V1alpha1LocalModelNodeGroup): + return False + + return self.to_dict() == other.to_dict() + + def __ne__(self, other): + """Returns true if both objects are not equal""" + if not isinstance(other, V1alpha1LocalModelNodeGroup): + return True + + return self.to_dict() != other.to_dict() diff --git a/python/kserve/kserve/models/v1alpha1_local_model_node_group_list.py b/python/kserve/kserve/models/v1alpha1_local_model_node_group_list.py new file mode 100644 index 00000000000..f792f5a0ebf --- /dev/null +++ b/python/kserve/kserve/models/v1alpha1_local_model_node_group_list.py @@ -0,0 +1,217 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# coding: utf-8 + +""" + KServe + + Python SDK for KServe # noqa: E501 + + The version of the OpenAPI document: v0.1 + Generated by: https://openapi-generator.tech +""" + + +import pprint +import re # noqa: F401 + +import six + +from kserve.configuration import Configuration + + +class V1alpha1LocalModelNodeGroupList(object): + """NOTE: This class is auto generated by OpenAPI Generator. + Ref: https://openapi-generator.tech + + Do not edit the class manually. + """ + + """ + Attributes: + openapi_types (dict): The key is attribute name + and the value is attribute type. + attribute_map (dict): The key is attribute name + and the value is json key in definition. + """ + openapi_types = { + 'api_version': 'str', + 'items': 'list[V1alpha1LocalModelNodeGroup]', + 'kind': 'str', + 'metadata': 'V1ListMeta' + } + + attribute_map = { + 'api_version': 'apiVersion', + 'items': 'items', + 'kind': 'kind', + 'metadata': 'metadata' + } + + def __init__(self, api_version=None, items=None, kind=None, metadata=None, local_vars_configuration=None): # noqa: E501 + """V1alpha1LocalModelNodeGroupList - a model defined in OpenAPI""" # noqa: E501 + if local_vars_configuration is None: + local_vars_configuration = Configuration() + self.local_vars_configuration = local_vars_configuration + + self._api_version = None + self._items = None + self._kind = None + self._metadata = None + self.discriminator = None + + if api_version is not None: + self.api_version = api_version + self.items = items + if kind is not None: + self.kind = kind + if metadata is not None: + self.metadata = metadata + + @property + def api_version(self): + """Gets the api_version of this V1alpha1LocalModelNodeGroupList. # noqa: E501 + + APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources # noqa: E501 + + :return: The api_version of this V1alpha1LocalModelNodeGroupList. # noqa: E501 + :rtype: str + """ + return self._api_version + + @api_version.setter + def api_version(self, api_version): + """Sets the api_version of this V1alpha1LocalModelNodeGroupList. + + APIVersion defines the versioned schema of this representation of an object. Servers should convert recognized schemas to the latest internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources # noqa: E501 + + :param api_version: The api_version of this V1alpha1LocalModelNodeGroupList. # noqa: E501 + :type: str + """ + + self._api_version = api_version + + @property + def items(self): + """Gets the items of this V1alpha1LocalModelNodeGroupList. # noqa: E501 + + + :return: The items of this V1alpha1LocalModelNodeGroupList. # noqa: E501 + :rtype: list[V1alpha1LocalModelNodeGroup] + """ + return self._items + + @items.setter + def items(self, items): + """Sets the items of this V1alpha1LocalModelNodeGroupList. + + + :param items: The items of this V1alpha1LocalModelNodeGroupList. # noqa: E501 + :type: list[V1alpha1LocalModelNodeGroup] + """ + if self.local_vars_configuration.client_side_validation and items is None: # noqa: E501 + raise ValueError("Invalid value for `items`, must not be `None`") # noqa: E501 + + self._items = items + + @property + def kind(self): + """Gets the kind of this V1alpha1LocalModelNodeGroupList. # noqa: E501 + + Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds # noqa: E501 + + :return: The kind of this V1alpha1LocalModelNodeGroupList. # noqa: E501 + :rtype: str + """ + return self._kind + + @kind.setter + def kind(self, kind): + """Sets the kind of this V1alpha1LocalModelNodeGroupList. + + Kind is a string value representing the REST resource this object represents. Servers may infer this from the endpoint the client submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds # noqa: E501 + + :param kind: The kind of this V1alpha1LocalModelNodeGroupList. # noqa: E501 + :type: str + """ + + self._kind = kind + + @property + def metadata(self): + """Gets the metadata of this V1alpha1LocalModelNodeGroupList. # noqa: E501 + + + :return: The metadata of this V1alpha1LocalModelNodeGroupList. # noqa: E501 + :rtype: V1ListMeta + """ + return self._metadata + + @metadata.setter + def metadata(self, metadata): + """Sets the metadata of this V1alpha1LocalModelNodeGroupList. + + + :param metadata: The metadata of this V1alpha1LocalModelNodeGroupList. # noqa: E501 + :type: V1ListMeta + """ + + self._metadata = metadata + + def to_dict(self): + """Returns the model properties as a dict""" + result = {} + + for attr, _ in six.iteritems(self.openapi_types): + value = getattr(self, attr) + if isinstance(value, list): + result[attr] = list(map( + lambda x: x.to_dict() if hasattr(x, "to_dict") else x, + value + )) + elif hasattr(value, "to_dict"): + result[attr] = value.to_dict() + elif isinstance(value, dict): + result[attr] = dict(map( + lambda item: (item[0], item[1].to_dict()) + if hasattr(item[1], "to_dict") else item, + value.items() + )) + else: + result[attr] = value + + return result + + def to_str(self): + """Returns the string representation of the model""" + return pprint.pformat(self.to_dict()) + + def __repr__(self): + """For `print` and `pprint`""" + return self.to_str() + + def __eq__(self, other): + """Returns true if both objects are equal""" + if not isinstance(other, V1alpha1LocalModelNodeGroupList): + return False + + return self.to_dict() == other.to_dict() + + def __ne__(self, other): + """Returns true if both objects are not equal""" + if not isinstance(other, V1alpha1LocalModelNodeGroupList): + return True + + return self.to_dict() != other.to_dict() diff --git a/python/kserve/kserve/models/v1alpha1_local_model_node_group_spec.py b/python/kserve/kserve/models/v1alpha1_local_model_node_group_spec.py new file mode 100644 index 00000000000..b9bdd85cf06 --- /dev/null +++ b/python/kserve/kserve/models/v1alpha1_local_model_node_group_spec.py @@ -0,0 +1,189 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# coding: utf-8 + +""" + KServe + + Python SDK for KServe # noqa: E501 + + The version of the OpenAPI document: v0.1 + Generated by: https://openapi-generator.tech +""" + + +import pprint +import re # noqa: F401 + +import six + +from kserve.configuration import Configuration + + +class V1alpha1LocalModelNodeGroupSpec(object): + """NOTE: This class is auto generated by OpenAPI Generator. + Ref: https://openapi-generator.tech + + Do not edit the class manually. + """ + + """ + Attributes: + openapi_types (dict): The key is attribute name + and the value is attribute type. + attribute_map (dict): The key is attribute name + and the value is json key in definition. + """ + openapi_types = { + 'persistent_volume_claim_spec': 'V1PersistentVolumeClaimSpec', + 'persistent_volume_spec': 'V1PersistentVolumeSpec', + 'storage_limit': 'ResourceQuantity' + } + + attribute_map = { + 'persistent_volume_claim_spec': 'persistentVolumeClaimSpec', + 'persistent_volume_spec': 'persistentVolumeSpec', + 'storage_limit': 'storageLimit' + } + + def __init__(self, persistent_volume_claim_spec=None, persistent_volume_spec=None, storage_limit=None, local_vars_configuration=None): # noqa: E501 + """V1alpha1LocalModelNodeGroupSpec - a model defined in OpenAPI""" # noqa: E501 + if local_vars_configuration is None: + local_vars_configuration = Configuration() + self.local_vars_configuration = local_vars_configuration + + self._persistent_volume_claim_spec = None + self._persistent_volume_spec = None + self._storage_limit = None + self.discriminator = None + + self.persistent_volume_claim_spec = persistent_volume_claim_spec + self.persistent_volume_spec = persistent_volume_spec + self.storage_limit = storage_limit + + @property + def persistent_volume_claim_spec(self): + """Gets the persistent_volume_claim_spec of this V1alpha1LocalModelNodeGroupSpec. # noqa: E501 + + + :return: The persistent_volume_claim_spec of this V1alpha1LocalModelNodeGroupSpec. # noqa: E501 + :rtype: V1PersistentVolumeClaimSpec + """ + return self._persistent_volume_claim_spec + + @persistent_volume_claim_spec.setter + def persistent_volume_claim_spec(self, persistent_volume_claim_spec): + """Sets the persistent_volume_claim_spec of this V1alpha1LocalModelNodeGroupSpec. + + + :param persistent_volume_claim_spec: The persistent_volume_claim_spec of this V1alpha1LocalModelNodeGroupSpec. # noqa: E501 + :type: V1PersistentVolumeClaimSpec + """ + if self.local_vars_configuration.client_side_validation and persistent_volume_claim_spec is None: # noqa: E501 + raise ValueError("Invalid value for `persistent_volume_claim_spec`, must not be `None`") # noqa: E501 + + self._persistent_volume_claim_spec = persistent_volume_claim_spec + + @property + def persistent_volume_spec(self): + """Gets the persistent_volume_spec of this V1alpha1LocalModelNodeGroupSpec. # noqa: E501 + + + :return: The persistent_volume_spec of this V1alpha1LocalModelNodeGroupSpec. # noqa: E501 + :rtype: V1PersistentVolumeSpec + """ + return self._persistent_volume_spec + + @persistent_volume_spec.setter + def persistent_volume_spec(self, persistent_volume_spec): + """Sets the persistent_volume_spec of this V1alpha1LocalModelNodeGroupSpec. + + + :param persistent_volume_spec: The persistent_volume_spec of this V1alpha1LocalModelNodeGroupSpec. # noqa: E501 + :type: V1PersistentVolumeSpec + """ + if self.local_vars_configuration.client_side_validation and persistent_volume_spec is None: # noqa: E501 + raise ValueError("Invalid value for `persistent_volume_spec`, must not be `None`") # noqa: E501 + + self._persistent_volume_spec = persistent_volume_spec + + @property + def storage_limit(self): + """Gets the storage_limit of this V1alpha1LocalModelNodeGroupSpec. # noqa: E501 + + + :return: The storage_limit of this V1alpha1LocalModelNodeGroupSpec. # noqa: E501 + :rtype: ResourceQuantity + """ + return self._storage_limit + + @storage_limit.setter + def storage_limit(self, storage_limit): + """Sets the storage_limit of this V1alpha1LocalModelNodeGroupSpec. + + + :param storage_limit: The storage_limit of this V1alpha1LocalModelNodeGroupSpec. # noqa: E501 + :type: ResourceQuantity + """ + if self.local_vars_configuration.client_side_validation and storage_limit is None: # noqa: E501 + raise ValueError("Invalid value for `storage_limit`, must not be `None`") # noqa: E501 + + self._storage_limit = storage_limit + + def to_dict(self): + """Returns the model properties as a dict""" + result = {} + + for attr, _ in six.iteritems(self.openapi_types): + value = getattr(self, attr) + if isinstance(value, list): + result[attr] = list(map( + lambda x: x.to_dict() if hasattr(x, "to_dict") else x, + value + )) + elif hasattr(value, "to_dict"): + result[attr] = value.to_dict() + elif isinstance(value, dict): + result[attr] = dict(map( + lambda item: (item[0], item[1].to_dict()) + if hasattr(item[1], "to_dict") else item, + value.items() + )) + else: + result[attr] = value + + return result + + def to_str(self): + """Returns the string representation of the model""" + return pprint.pformat(self.to_dict()) + + def __repr__(self): + """For `print` and `pprint`""" + return self.to_str() + + def __eq__(self, other): + """Returns true if both objects are equal""" + if not isinstance(other, V1alpha1LocalModelNodeGroupSpec): + return False + + return self.to_dict() == other.to_dict() + + def __ne__(self, other): + """Returns true if both objects are not equal""" + if not isinstance(other, V1alpha1LocalModelNodeGroupSpec): + return True + + return self.to_dict() != other.to_dict() diff --git a/python/kserve/kserve/models/v1alpha1_serving_runtime_pod_spec.py b/python/kserve/kserve/models/v1alpha1_serving_runtime_pod_spec.py index 3430d66114d..625f73496e2 100644 --- a/python/kserve/kserve/models/v1alpha1_serving_runtime_pod_spec.py +++ b/python/kserve/kserve/models/v1alpha1_serving_runtime_pod_spec.py @@ -50,6 +50,7 @@ class V1alpha1ServingRuntimePodSpec(object): 'affinity': 'V1Affinity', 'annotations': 'dict(str, str)', 'containers': 'list[V1Container]', + 'host_ipc': 'bool', 'image_pull_secrets': 'list[V1LocalObjectReference]', 'labels': 'dict(str, str)', 'node_selector': 'dict(str, str)', @@ -61,6 +62,7 @@ class V1alpha1ServingRuntimePodSpec(object): 'affinity': 'affinity', 'annotations': 'annotations', 'containers': 'containers', + 'host_ipc': 'hostIPC', 'image_pull_secrets': 'imagePullSecrets', 'labels': 'labels', 'node_selector': 'nodeSelector', @@ -68,7 +70,7 @@ class V1alpha1ServingRuntimePodSpec(object): 'volumes': 'volumes' } - def __init__(self, affinity=None, annotations=None, containers=None, image_pull_secrets=None, labels=None, node_selector=None, tolerations=None, volumes=None, local_vars_configuration=None): # noqa: E501 + def __init__(self, affinity=None, annotations=None, containers=None, host_ipc=None, image_pull_secrets=None, labels=None, node_selector=None, tolerations=None, volumes=None, local_vars_configuration=None): # noqa: E501 """V1alpha1ServingRuntimePodSpec - a model defined in OpenAPI""" # noqa: E501 if local_vars_configuration is None: local_vars_configuration = Configuration() @@ -77,6 +79,7 @@ def __init__(self, affinity=None, annotations=None, containers=None, image_pull_ self._affinity = None self._annotations = None self._containers = None + self._host_ipc = None self._image_pull_secrets = None self._labels = None self._node_selector = None @@ -89,6 +92,8 @@ def __init__(self, affinity=None, annotations=None, containers=None, image_pull_ if annotations is not None: self.annotations = annotations self.containers = containers + if host_ipc is not None: + self.host_ipc = host_ipc if image_pull_secrets is not None: self.image_pull_secrets = image_pull_secrets if labels is not None: @@ -169,6 +174,29 @@ def containers(self, containers): self._containers = containers + @property + def host_ipc(self): + """Gets the host_ipc of this V1alpha1ServingRuntimePodSpec. # noqa: E501 + + Use the host's ipc namespace. Optional: Default to false. # noqa: E501 + + :return: The host_ipc of this V1alpha1ServingRuntimePodSpec. # noqa: E501 + :rtype: bool + """ + return self._host_ipc + + @host_ipc.setter + def host_ipc(self, host_ipc): + """Sets the host_ipc of this V1alpha1ServingRuntimePodSpec. + + Use the host's ipc namespace. Optional: Default to false. # noqa: E501 + + :param host_ipc: The host_ipc of this V1alpha1ServingRuntimePodSpec. # noqa: E501 + :type: bool + """ + + self._host_ipc = host_ipc + @property def image_pull_secrets(self): """Gets the image_pull_secrets of this V1alpha1ServingRuntimePodSpec. # noqa: E501 diff --git a/python/kserve/kserve/models/v1alpha1_serving_runtime_spec.py b/python/kserve/kserve/models/v1alpha1_serving_runtime_spec.py index a2a125476e8..7961c0dd273 100644 --- a/python/kserve/kserve/models/v1alpha1_serving_runtime_spec.py +++ b/python/kserve/kserve/models/v1alpha1_serving_runtime_spec.py @@ -54,6 +54,7 @@ class V1alpha1ServingRuntimeSpec(object): 'disabled': 'bool', 'grpc_data_endpoint': 'str', 'grpc_endpoint': 'str', + 'host_ipc': 'bool', 'http_data_endpoint': 'str', 'image_pull_secrets': 'list[V1LocalObjectReference]', 'labels': 'dict(str, str)', @@ -64,7 +65,8 @@ class V1alpha1ServingRuntimeSpec(object): 'storage_helper': 'V1alpha1StorageHelper', 'supported_model_formats': 'list[V1alpha1SupportedModelFormat]', 'tolerations': 'list[V1Toleration]', - 'volumes': 'list[V1Volume]' + 'volumes': 'list[V1Volume]', + 'worker_spec': 'V1alpha1WorkerSpec' } attribute_map = { @@ -75,6 +77,7 @@ class V1alpha1ServingRuntimeSpec(object): 'disabled': 'disabled', 'grpc_data_endpoint': 'grpcDataEndpoint', 'grpc_endpoint': 'grpcEndpoint', + 'host_ipc': 'hostIPC', 'http_data_endpoint': 'httpDataEndpoint', 'image_pull_secrets': 'imagePullSecrets', 'labels': 'labels', @@ -85,10 +88,11 @@ class V1alpha1ServingRuntimeSpec(object): 'storage_helper': 'storageHelper', 'supported_model_formats': 'supportedModelFormats', 'tolerations': 'tolerations', - 'volumes': 'volumes' + 'volumes': 'volumes', + 'worker_spec': 'workerSpec' } - def __init__(self, affinity=None, annotations=None, built_in_adapter=None, containers=None, disabled=None, grpc_data_endpoint=None, grpc_endpoint=None, http_data_endpoint=None, image_pull_secrets=None, labels=None, multi_model=None, node_selector=None, protocol_versions=None, replicas=None, storage_helper=None, supported_model_formats=None, tolerations=None, volumes=None, local_vars_configuration=None): # noqa: E501 + def __init__(self, affinity=None, annotations=None, built_in_adapter=None, containers=None, disabled=None, grpc_data_endpoint=None, grpc_endpoint=None, host_ipc=None, http_data_endpoint=None, image_pull_secrets=None, labels=None, multi_model=None, node_selector=None, protocol_versions=None, replicas=None, storage_helper=None, supported_model_formats=None, tolerations=None, volumes=None, worker_spec=None, local_vars_configuration=None): # noqa: E501 """V1alpha1ServingRuntimeSpec - a model defined in OpenAPI""" # noqa: E501 if local_vars_configuration is None: local_vars_configuration = Configuration() @@ -101,6 +105,7 @@ def __init__(self, affinity=None, annotations=None, built_in_adapter=None, conta self._disabled = None self._grpc_data_endpoint = None self._grpc_endpoint = None + self._host_ipc = None self._http_data_endpoint = None self._image_pull_secrets = None self._labels = None @@ -112,6 +117,7 @@ def __init__(self, affinity=None, annotations=None, built_in_adapter=None, conta self._supported_model_formats = None self._tolerations = None self._volumes = None + self._worker_spec = None self.discriminator = None if affinity is not None: @@ -127,6 +133,8 @@ def __init__(self, affinity=None, annotations=None, built_in_adapter=None, conta self.grpc_data_endpoint = grpc_data_endpoint if grpc_endpoint is not None: self.grpc_endpoint = grpc_endpoint + if host_ipc is not None: + self.host_ipc = host_ipc if http_data_endpoint is not None: self.http_data_endpoint = http_data_endpoint if image_pull_secrets is not None: @@ -149,6 +157,8 @@ def __init__(self, affinity=None, annotations=None, built_in_adapter=None, conta self.tolerations = tolerations if volumes is not None: self.volumes = volumes + if worker_spec is not None: + self.worker_spec = worker_spec @property def affinity(self): @@ -309,6 +319,29 @@ def grpc_endpoint(self, grpc_endpoint): self._grpc_endpoint = grpc_endpoint + @property + def host_ipc(self): + """Gets the host_ipc of this V1alpha1ServingRuntimeSpec. # noqa: E501 + + Use the host's ipc namespace. Optional: Default to false. # noqa: E501 + + :return: The host_ipc of this V1alpha1ServingRuntimeSpec. # noqa: E501 + :rtype: bool + """ + return self._host_ipc + + @host_ipc.setter + def host_ipc(self, host_ipc): + """Sets the host_ipc of this V1alpha1ServingRuntimeSpec. + + Use the host's ipc namespace. Optional: Default to false. # noqa: E501 + + :param host_ipc: The host_ipc of this V1alpha1ServingRuntimeSpec. # noqa: E501 + :type: bool + """ + + self._host_ipc = host_ipc + @property def http_data_endpoint(self): """Gets the http_data_endpoint of this V1alpha1ServingRuntimeSpec. # noqa: E501 @@ -560,6 +593,27 @@ def volumes(self, volumes): self._volumes = volumes + @property + def worker_spec(self): + """Gets the worker_spec of this V1alpha1ServingRuntimeSpec. # noqa: E501 + + + :return: The worker_spec of this V1alpha1ServingRuntimeSpec. # noqa: E501 + :rtype: V1alpha1WorkerSpec + """ + return self._worker_spec + + @worker_spec.setter + def worker_spec(self, worker_spec): + """Sets the worker_spec of this V1alpha1ServingRuntimeSpec. + + + :param worker_spec: The worker_spec of this V1alpha1ServingRuntimeSpec. # noqa: E501 + :type: V1alpha1WorkerSpec + """ + + self._worker_spec = worker_spec + def to_dict(self): """Returns the model properties as a dict""" result = {} diff --git a/python/kserve/kserve/models/v1alpha1_storage_container_spec.py b/python/kserve/kserve/models/v1alpha1_storage_container_spec.py index 861dcb0070e..9c8a34a4fda 100644 --- a/python/kserve/kserve/models/v1alpha1_storage_container_spec.py +++ b/python/kserve/kserve/models/v1alpha1_storage_container_spec.py @@ -48,15 +48,17 @@ class V1alpha1StorageContainerSpec(object): """ openapi_types = { 'container': 'V1Container', - 'supported_uri_formats': 'list[V1alpha1SupportedUriFormat]' + 'supported_uri_formats': 'list[V1alpha1SupportedUriFormat]', + 'workload_type': 'str' } attribute_map = { 'container': 'container', - 'supported_uri_formats': 'supportedUriFormats' + 'supported_uri_formats': 'supportedUriFormats', + 'workload_type': 'workloadType' } - def __init__(self, container=None, supported_uri_formats=None, local_vars_configuration=None): # noqa: E501 + def __init__(self, container=None, supported_uri_formats=None, workload_type=None, local_vars_configuration=None): # noqa: E501 """V1alpha1StorageContainerSpec - a model defined in OpenAPI""" # noqa: E501 if local_vars_configuration is None: local_vars_configuration = Configuration() @@ -64,10 +66,13 @@ def __init__(self, container=None, supported_uri_formats=None, local_vars_config self._container = None self._supported_uri_formats = None + self._workload_type = None self.discriminator = None self.container = container self.supported_uri_formats = supported_uri_formats + if workload_type is not None: + self.workload_type = workload_type @property def container(self): @@ -117,6 +122,27 @@ def supported_uri_formats(self, supported_uri_formats): self._supported_uri_formats = supported_uri_formats + @property + def workload_type(self): + """Gets the workload_type of this V1alpha1StorageContainerSpec. # noqa: E501 + + + :return: The workload_type of this V1alpha1StorageContainerSpec. # noqa: E501 + :rtype: str + """ + return self._workload_type + + @workload_type.setter + def workload_type(self, workload_type): + """Sets the workload_type of this V1alpha1StorageContainerSpec. + + + :param workload_type: The workload_type of this V1alpha1StorageContainerSpec. # noqa: E501 + :type: str + """ + + self._workload_type = workload_type + def to_dict(self): """Returns the model properties as a dict""" result = {} diff --git a/python/kserve/kserve/models/v1beta1_component_extension_spec.py b/python/kserve/kserve/models/v1beta1_component_extension_spec.py index b92940ba653..6e5a6f7a5c8 100644 --- a/python/kserve/kserve/models/v1beta1_component_extension_spec.py +++ b/python/kserve/kserve/models/v1beta1_component_extension_spec.py @@ -125,7 +125,7 @@ def __init__(self, annotations=None, batcher=None, canary_traffic_percent=None, def annotations(self): """Gets the annotations of this V1beta1ComponentExtensionSpec. # noqa: E501 - Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations # noqa: E501 + Annotations that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/ # noqa: E501 :return: The annotations of this V1beta1ComponentExtensionSpec. # noqa: E501 :rtype: dict(str, str) @@ -136,7 +136,7 @@ def annotations(self): def annotations(self, annotations): """Sets the annotations of this V1beta1ComponentExtensionSpec. - Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations # noqa: E501 + Annotations that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/ # noqa: E501 :param annotations: The annotations of this V1beta1ComponentExtensionSpec. # noqa: E501 :type: dict(str, str) @@ -236,7 +236,7 @@ def deployment_strategy(self, deployment_strategy): def labels(self): """Gets the labels of this V1beta1ComponentExtensionSpec. # noqa: E501 - Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels # noqa: E501 + Labels that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/ # noqa: E501 :return: The labels of this V1beta1ComponentExtensionSpec. # noqa: E501 :rtype: dict(str, str) @@ -247,7 +247,7 @@ def labels(self): def labels(self, labels): """Sets the labels of this V1beta1ComponentExtensionSpec. - Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels # noqa: E501 + Labels that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/ # noqa: E501 :param labels: The labels of this V1beta1ComponentExtensionSpec. # noqa: E501 :type: dict(str, str) diff --git a/python/kserve/kserve/models/v1beta1_custom_explainer.py b/python/kserve/kserve/models/v1beta1_custom_explainer.py index 0a7c2a0238d..e280e7207d7 100644 --- a/python/kserve/kserve/models/v1beta1_custom_explainer.py +++ b/python/kserve/kserve/models/v1beta1_custom_explainer.py @@ -441,7 +441,7 @@ def ephemeral_containers(self, ephemeral_containers): def host_aliases(self): """Gets the host_aliases of this V1beta1CustomExplainer. # noqa: E501 - HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. # noqa: E501 + HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. # noqa: E501 :return: The host_aliases of this V1beta1CustomExplainer. # noqa: E501 :rtype: list[V1HostAlias] @@ -452,7 +452,7 @@ def host_aliases(self): def host_aliases(self, host_aliases): """Sets the host_aliases of this V1beta1CustomExplainer. - HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. # noqa: E501 + HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. # noqa: E501 :param host_aliases: The host_aliases of this V1beta1CustomExplainer. # noqa: E501 :type: list[V1HostAlias] @@ -899,7 +899,7 @@ def scheduler_name(self, scheduler_name): def scheduling_gates(self): """Gets the scheduling_gates of this V1beta1CustomExplainer. # noqa: E501 - SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. # noqa: E501 + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. # noqa: E501 :return: The scheduling_gates of this V1beta1CustomExplainer. # noqa: E501 :rtype: list[V1PodSchedulingGate] @@ -910,7 +910,7 @@ def scheduling_gates(self): def scheduling_gates(self, scheduling_gates): """Sets the scheduling_gates of this V1beta1CustomExplainer. - SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. # noqa: E501 + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. # noqa: E501 :param scheduling_gates: The scheduling_gates of this V1beta1CustomExplainer. # noqa: E501 :type: list[V1PodSchedulingGate] @@ -943,7 +943,7 @@ def security_context(self, security_context): def service_account(self): """Gets the service_account of this V1beta1CustomExplainer. # noqa: E501 - DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. # noqa: E501 + DeprecatedServiceAccount is a deprecated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. # noqa: E501 :return: The service_account of this V1beta1CustomExplainer. # noqa: E501 :rtype: str @@ -954,7 +954,7 @@ def service_account(self): def service_account(self, service_account): """Sets the service_account of this V1beta1CustomExplainer. - DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. # noqa: E501 + DeprecatedServiceAccount is a deprecated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. # noqa: E501 :param service_account: The service_account of this V1beta1CustomExplainer. # noqa: E501 :type: str @@ -989,7 +989,7 @@ def service_account_name(self, service_account_name): def set_hostname_as_fqdn(self): """Gets the set_hostname_as_fqdn of this V1beta1CustomExplainer. # noqa: E501 - If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 + If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 :return: The set_hostname_as_fqdn of this V1beta1CustomExplainer. # noqa: E501 :rtype: bool @@ -1000,7 +1000,7 @@ def set_hostname_as_fqdn(self): def set_hostname_as_fqdn(self, set_hostname_as_fqdn): """Sets the set_hostname_as_fqdn of this V1beta1CustomExplainer. - If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 + If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 :param set_hostname_as_fqdn: The set_hostname_as_fqdn of this V1beta1CustomExplainer. # noqa: E501 :type: bool diff --git a/python/kserve/kserve/models/v1beta1_custom_predictor.py b/python/kserve/kserve/models/v1beta1_custom_predictor.py index d7bb7da79a3..403cb4d8247 100644 --- a/python/kserve/kserve/models/v1beta1_custom_predictor.py +++ b/python/kserve/kserve/models/v1beta1_custom_predictor.py @@ -441,7 +441,7 @@ def ephemeral_containers(self, ephemeral_containers): def host_aliases(self): """Gets the host_aliases of this V1beta1CustomPredictor. # noqa: E501 - HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. # noqa: E501 + HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. # noqa: E501 :return: The host_aliases of this V1beta1CustomPredictor. # noqa: E501 :rtype: list[V1HostAlias] @@ -452,7 +452,7 @@ def host_aliases(self): def host_aliases(self, host_aliases): """Sets the host_aliases of this V1beta1CustomPredictor. - HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. # noqa: E501 + HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. # noqa: E501 :param host_aliases: The host_aliases of this V1beta1CustomPredictor. # noqa: E501 :type: list[V1HostAlias] @@ -899,7 +899,7 @@ def scheduler_name(self, scheduler_name): def scheduling_gates(self): """Gets the scheduling_gates of this V1beta1CustomPredictor. # noqa: E501 - SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. # noqa: E501 + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. # noqa: E501 :return: The scheduling_gates of this V1beta1CustomPredictor. # noqa: E501 :rtype: list[V1PodSchedulingGate] @@ -910,7 +910,7 @@ def scheduling_gates(self): def scheduling_gates(self, scheduling_gates): """Sets the scheduling_gates of this V1beta1CustomPredictor. - SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. # noqa: E501 + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. # noqa: E501 :param scheduling_gates: The scheduling_gates of this V1beta1CustomPredictor. # noqa: E501 :type: list[V1PodSchedulingGate] @@ -943,7 +943,7 @@ def security_context(self, security_context): def service_account(self): """Gets the service_account of this V1beta1CustomPredictor. # noqa: E501 - DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. # noqa: E501 + DeprecatedServiceAccount is a deprecated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. # noqa: E501 :return: The service_account of this V1beta1CustomPredictor. # noqa: E501 :rtype: str @@ -954,7 +954,7 @@ def service_account(self): def service_account(self, service_account): """Sets the service_account of this V1beta1CustomPredictor. - DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. # noqa: E501 + DeprecatedServiceAccount is a deprecated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. # noqa: E501 :param service_account: The service_account of this V1beta1CustomPredictor. # noqa: E501 :type: str @@ -989,7 +989,7 @@ def service_account_name(self, service_account_name): def set_hostname_as_fqdn(self): """Gets the set_hostname_as_fqdn of this V1beta1CustomPredictor. # noqa: E501 - If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 + If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 :return: The set_hostname_as_fqdn of this V1beta1CustomPredictor. # noqa: E501 :rtype: bool @@ -1000,7 +1000,7 @@ def set_hostname_as_fqdn(self): def set_hostname_as_fqdn(self, set_hostname_as_fqdn): """Sets the set_hostname_as_fqdn of this V1beta1CustomPredictor. - If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 + If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 :param set_hostname_as_fqdn: The set_hostname_as_fqdn of this V1beta1CustomPredictor. # noqa: E501 :type: bool diff --git a/python/kserve/kserve/models/v1beta1_custom_transformer.py b/python/kserve/kserve/models/v1beta1_custom_transformer.py index 17f82623675..06312e1d7c9 100644 --- a/python/kserve/kserve/models/v1beta1_custom_transformer.py +++ b/python/kserve/kserve/models/v1beta1_custom_transformer.py @@ -441,7 +441,7 @@ def ephemeral_containers(self, ephemeral_containers): def host_aliases(self): """Gets the host_aliases of this V1beta1CustomTransformer. # noqa: E501 - HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. # noqa: E501 + HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. # noqa: E501 :return: The host_aliases of this V1beta1CustomTransformer. # noqa: E501 :rtype: list[V1HostAlias] @@ -452,7 +452,7 @@ def host_aliases(self): def host_aliases(self, host_aliases): """Sets the host_aliases of this V1beta1CustomTransformer. - HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. # noqa: E501 + HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. # noqa: E501 :param host_aliases: The host_aliases of this V1beta1CustomTransformer. # noqa: E501 :type: list[V1HostAlias] @@ -899,7 +899,7 @@ def scheduler_name(self, scheduler_name): def scheduling_gates(self): """Gets the scheduling_gates of this V1beta1CustomTransformer. # noqa: E501 - SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. # noqa: E501 + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. # noqa: E501 :return: The scheduling_gates of this V1beta1CustomTransformer. # noqa: E501 :rtype: list[V1PodSchedulingGate] @@ -910,7 +910,7 @@ def scheduling_gates(self): def scheduling_gates(self, scheduling_gates): """Sets the scheduling_gates of this V1beta1CustomTransformer. - SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. # noqa: E501 + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. # noqa: E501 :param scheduling_gates: The scheduling_gates of this V1beta1CustomTransformer. # noqa: E501 :type: list[V1PodSchedulingGate] @@ -943,7 +943,7 @@ def security_context(self, security_context): def service_account(self): """Gets the service_account of this V1beta1CustomTransformer. # noqa: E501 - DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. # noqa: E501 + DeprecatedServiceAccount is a deprecated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. # noqa: E501 :return: The service_account of this V1beta1CustomTransformer. # noqa: E501 :rtype: str @@ -954,7 +954,7 @@ def service_account(self): def service_account(self, service_account): """Sets the service_account of this V1beta1CustomTransformer. - DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. # noqa: E501 + DeprecatedServiceAccount is a deprecated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. # noqa: E501 :param service_account: The service_account of this V1beta1CustomTransformer. # noqa: E501 :type: str @@ -989,7 +989,7 @@ def service_account_name(self, service_account_name): def set_hostname_as_fqdn(self): """Gets the set_hostname_as_fqdn of this V1beta1CustomTransformer. # noqa: E501 - If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 + If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 :return: The set_hostname_as_fqdn of this V1beta1CustomTransformer. # noqa: E501 :rtype: bool @@ -1000,7 +1000,7 @@ def set_hostname_as_fqdn(self): def set_hostname_as_fqdn(self, set_hostname_as_fqdn): """Sets the set_hostname_as_fqdn of this V1beta1CustomTransformer. - If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 + If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 :param set_hostname_as_fqdn: The set_hostname_as_fqdn of this V1beta1CustomTransformer. # noqa: E501 :type: bool diff --git a/python/kserve/kserve/models/v1beta1_explainer_spec.py b/python/kserve/kserve/models/v1beta1_explainer_spec.py index fd40910b1ff..1ca69b17ff5 100644 --- a/python/kserve/kserve/models/v1beta1_explainer_spec.py +++ b/python/kserve/kserve/models/v1beta1_explainer_spec.py @@ -369,7 +369,7 @@ def affinity(self, affinity): def annotations(self): """Gets the annotations of this V1beta1ExplainerSpec. # noqa: E501 - Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations # noqa: E501 + Annotations that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/ # noqa: E501 :return: The annotations of this V1beta1ExplainerSpec. # noqa: E501 :rtype: dict(str, str) @@ -380,7 +380,7 @@ def annotations(self): def annotations(self, annotations): """Sets the annotations of this V1beta1ExplainerSpec. - Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations # noqa: E501 + Annotations that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/ # noqa: E501 :param annotations: The annotations of this V1beta1ExplainerSpec. # noqa: E501 :type: dict(str, str) @@ -821,7 +821,7 @@ def init_containers(self, init_containers): def labels(self): """Gets the labels of this V1beta1ExplainerSpec. # noqa: E501 - Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels # noqa: E501 + Labels that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/ # noqa: E501 :return: The labels of this V1beta1ExplainerSpec. # noqa: E501 :rtype: dict(str, str) @@ -832,7 +832,7 @@ def labels(self): def labels(self, labels): """Sets the labels of this V1beta1ExplainerSpec. - Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels # noqa: E501 + Labels that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/ # noqa: E501 :param labels: The labels of this V1beta1ExplainerSpec. # noqa: E501 :type: dict(str, str) @@ -1321,7 +1321,7 @@ def service_account_name(self, service_account_name): def set_hostname_as_fqdn(self): """Gets the set_hostname_as_fqdn of this V1beta1ExplainerSpec. # noqa: E501 - If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 + If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 :return: The set_hostname_as_fqdn of this V1beta1ExplainerSpec. # noqa: E501 :rtype: bool @@ -1332,7 +1332,7 @@ def set_hostname_as_fqdn(self): def set_hostname_as_fqdn(self, set_hostname_as_fqdn): """Sets the set_hostname_as_fqdn of this V1beta1ExplainerSpec. - If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 + If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 :param set_hostname_as_fqdn: The set_hostname_as_fqdn of this V1beta1ExplainerSpec. # noqa: E501 :type: bool diff --git a/python/kserve/kserve/models/v1beta1_ingress_config.py b/python/kserve/kserve/models/v1beta1_ingress_config.py index 2797b75265e..29888830ac9 100644 --- a/python/kserve/kserve/models/v1beta1_ingress_config.py +++ b/python/kserve/kserve/models/v1beta1_ingress_config.py @@ -54,7 +54,7 @@ class V1beta1IngressConfig(object): 'ingress_class_name': 'str', 'ingress_domain': 'str', 'ingress_gateway': 'str', - 'ingress_service': 'str', + 'knative_local_gateway_service': 'str', 'local_gateway': 'str', 'local_gateway_service': 'str', 'path_template': 'str', @@ -69,14 +69,14 @@ class V1beta1IngressConfig(object): 'ingress_class_name': 'ingressClassName', 'ingress_domain': 'ingressDomain', 'ingress_gateway': 'ingressGateway', - 'ingress_service': 'ingressService', + 'knative_local_gateway_service': 'knativeLocalGatewayService', 'local_gateway': 'localGateway', 'local_gateway_service': 'localGatewayService', 'path_template': 'pathTemplate', 'url_scheme': 'urlScheme' } - def __init__(self, additional_ingress_domains=None, disable_ingress_creation=None, disable_istio_virtual_host=None, domain_template=None, ingress_class_name=None, ingress_domain=None, ingress_gateway=None, ingress_service=None, local_gateway=None, local_gateway_service=None, path_template=None, url_scheme=None, local_vars_configuration=None): # noqa: E501 + def __init__(self, additional_ingress_domains=None, disable_ingress_creation=None, disable_istio_virtual_host=None, domain_template=None, ingress_class_name=None, ingress_domain=None, ingress_gateway=None, knative_local_gateway_service=None, local_gateway=None, local_gateway_service=None, path_template=None, url_scheme=None, local_vars_configuration=None): # noqa: E501 """V1beta1IngressConfig - a model defined in OpenAPI""" # noqa: E501 if local_vars_configuration is None: local_vars_configuration = Configuration() @@ -89,7 +89,7 @@ def __init__(self, additional_ingress_domains=None, disable_ingress_creation=Non self._ingress_class_name = None self._ingress_domain = None self._ingress_gateway = None - self._ingress_service = None + self._knative_local_gateway_service = None self._local_gateway = None self._local_gateway_service = None self._path_template = None @@ -110,8 +110,8 @@ def __init__(self, additional_ingress_domains=None, disable_ingress_creation=Non self.ingress_domain = ingress_domain if ingress_gateway is not None: self.ingress_gateway = ingress_gateway - if ingress_service is not None: - self.ingress_service = ingress_service + if knative_local_gateway_service is not None: + self.knative_local_gateway_service = knative_local_gateway_service if local_gateway is not None: self.local_gateway = local_gateway if local_gateway_service is not None: @@ -269,25 +269,25 @@ def ingress_gateway(self, ingress_gateway): self._ingress_gateway = ingress_gateway @property - def ingress_service(self): - """Gets the ingress_service of this V1beta1IngressConfig. # noqa: E501 + def knative_local_gateway_service(self): + """Gets the knative_local_gateway_service of this V1beta1IngressConfig. # noqa: E501 - :return: The ingress_service of this V1beta1IngressConfig. # noqa: E501 + :return: The knative_local_gateway_service of this V1beta1IngressConfig. # noqa: E501 :rtype: str """ - return self._ingress_service + return self._knative_local_gateway_service - @ingress_service.setter - def ingress_service(self, ingress_service): - """Sets the ingress_service of this V1beta1IngressConfig. + @knative_local_gateway_service.setter + def knative_local_gateway_service(self, knative_local_gateway_service): + """Sets the knative_local_gateway_service of this V1beta1IngressConfig. - :param ingress_service: The ingress_service of this V1beta1IngressConfig. # noqa: E501 + :param knative_local_gateway_service: The knative_local_gateway_service of this V1beta1IngressConfig. # noqa: E501 :type: str """ - self._ingress_service = ingress_service + self._knative_local_gateway_service = knative_local_gateway_service @property def local_gateway(self): diff --git a/python/kserve/kserve/models/v1beta1_local_model_config.py b/python/kserve/kserve/models/v1beta1_local_model_config.py new file mode 100644 index 00000000000..c574dd52e76 --- /dev/null +++ b/python/kserve/kserve/models/v1beta1_local_model_config.py @@ -0,0 +1,214 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# coding: utf-8 + +""" + KServe + + Python SDK for KServe # noqa: E501 + + The version of the OpenAPI document: v0.1 + Generated by: https://openapi-generator.tech +""" + + +import pprint +import re # noqa: F401 + +import six + +from kserve.configuration import Configuration + + +class V1beta1LocalModelConfig(object): + """NOTE: This class is auto generated by OpenAPI Generator. + Ref: https://openapi-generator.tech + + Do not edit the class manually. + """ + + """ + Attributes: + openapi_types (dict): The key is attribute name + and the value is attribute type. + attribute_map (dict): The key is attribute name + and the value is json key in definition. + """ + openapi_types = { + 'default_job_image': 'str', + 'enabled': 'bool', + 'fs_group': 'int', + 'job_namespace': 'str' + } + + attribute_map = { + 'default_job_image': 'defaultJobImage', + 'enabled': 'enabled', + 'fs_group': 'fsGroup', + 'job_namespace': 'jobNamespace' + } + + def __init__(self, default_job_image=None, enabled=False, fs_group=None, job_namespace='', local_vars_configuration=None): # noqa: E501 + """V1beta1LocalModelConfig - a model defined in OpenAPI""" # noqa: E501 + if local_vars_configuration is None: + local_vars_configuration = Configuration() + self.local_vars_configuration = local_vars_configuration + + self._default_job_image = None + self._enabled = None + self._fs_group = None + self._job_namespace = None + self.discriminator = None + + if default_job_image is not None: + self.default_job_image = default_job_image + self.enabled = enabled + if fs_group is not None: + self.fs_group = fs_group + self.job_namespace = job_namespace + + @property + def default_job_image(self): + """Gets the default_job_image of this V1beta1LocalModelConfig. # noqa: E501 + + + :return: The default_job_image of this V1beta1LocalModelConfig. # noqa: E501 + :rtype: str + """ + return self._default_job_image + + @default_job_image.setter + def default_job_image(self, default_job_image): + """Sets the default_job_image of this V1beta1LocalModelConfig. + + + :param default_job_image: The default_job_image of this V1beta1LocalModelConfig. # noqa: E501 + :type: str + """ + + self._default_job_image = default_job_image + + @property + def enabled(self): + """Gets the enabled of this V1beta1LocalModelConfig. # noqa: E501 + + + :return: The enabled of this V1beta1LocalModelConfig. # noqa: E501 + :rtype: bool + """ + return self._enabled + + @enabled.setter + def enabled(self, enabled): + """Sets the enabled of this V1beta1LocalModelConfig. + + + :param enabled: The enabled of this V1beta1LocalModelConfig. # noqa: E501 + :type: bool + """ + if self.local_vars_configuration.client_side_validation and enabled is None: # noqa: E501 + raise ValueError("Invalid value for `enabled`, must not be `None`") # noqa: E501 + + self._enabled = enabled + + @property + def fs_group(self): + """Gets the fs_group of this V1beta1LocalModelConfig. # noqa: E501 + + + :return: The fs_group of this V1beta1LocalModelConfig. # noqa: E501 + :rtype: int + """ + return self._fs_group + + @fs_group.setter + def fs_group(self, fs_group): + """Sets the fs_group of this V1beta1LocalModelConfig. + + + :param fs_group: The fs_group of this V1beta1LocalModelConfig. # noqa: E501 + :type: int + """ + + self._fs_group = fs_group + + @property + def job_namespace(self): + """Gets the job_namespace of this V1beta1LocalModelConfig. # noqa: E501 + + + :return: The job_namespace of this V1beta1LocalModelConfig. # noqa: E501 + :rtype: str + """ + return self._job_namespace + + @job_namespace.setter + def job_namespace(self, job_namespace): + """Sets the job_namespace of this V1beta1LocalModelConfig. + + + :param job_namespace: The job_namespace of this V1beta1LocalModelConfig. # noqa: E501 + :type: str + """ + if self.local_vars_configuration.client_side_validation and job_namespace is None: # noqa: E501 + raise ValueError("Invalid value for `job_namespace`, must not be `None`") # noqa: E501 + + self._job_namespace = job_namespace + + def to_dict(self): + """Returns the model properties as a dict""" + result = {} + + for attr, _ in six.iteritems(self.openapi_types): + value = getattr(self, attr) + if isinstance(value, list): + result[attr] = list(map( + lambda x: x.to_dict() if hasattr(x, "to_dict") else x, + value + )) + elif hasattr(value, "to_dict"): + result[attr] = value.to_dict() + elif isinstance(value, dict): + result[attr] = dict(map( + lambda item: (item[0], item[1].to_dict()) + if hasattr(item[1], "to_dict") else item, + value.items() + )) + else: + result[attr] = value + + return result + + def to_str(self): + """Returns the string representation of the model""" + return pprint.pformat(self.to_dict()) + + def __repr__(self): + """For `print` and `pprint`""" + return self.to_str() + + def __eq__(self, other): + """Returns true if both objects are equal""" + if not isinstance(other, V1beta1LocalModelConfig): + return False + + return self.to_dict() == other.to_dict() + + def __ne__(self, other): + """Returns true if both objects are not equal""" + if not isinstance(other, V1beta1LocalModelConfig): + return True + + return self.to_dict() != other.to_dict() diff --git a/python/kserve/kserve/models/v1beta1_logger_spec.py b/python/kserve/kserve/models/v1beta1_logger_spec.py index 0b912e25ac9..6fa0fcddd31 100644 --- a/python/kserve/kserve/models/v1beta1_logger_spec.py +++ b/python/kserve/kserve/models/v1beta1_logger_spec.py @@ -47,30 +47,58 @@ class V1beta1LoggerSpec(object): and the value is json key in definition. """ openapi_types = { + 'metadata_headers': 'list[str]', 'mode': 'str', 'url': 'str' } attribute_map = { + 'metadata_headers': 'metadataHeaders', 'mode': 'mode', 'url': 'url' } - def __init__(self, mode=None, url=None, local_vars_configuration=None): # noqa: E501 + def __init__(self, metadata_headers=None, mode=None, url=None, local_vars_configuration=None): # noqa: E501 """V1beta1LoggerSpec - a model defined in OpenAPI""" # noqa: E501 if local_vars_configuration is None: local_vars_configuration = Configuration() self.local_vars_configuration = local_vars_configuration + self._metadata_headers = None self._mode = None self._url = None self.discriminator = None + if metadata_headers is not None: + self.metadata_headers = metadata_headers if mode is not None: self.mode = mode if url is not None: self.url = url + @property + def metadata_headers(self): + """Gets the metadata_headers of this V1beta1LoggerSpec. # noqa: E501 + + Matched metadata HTTP headers for propagating to inference logger cloud events. # noqa: E501 + + :return: The metadata_headers of this V1beta1LoggerSpec. # noqa: E501 + :rtype: list[str] + """ + return self._metadata_headers + + @metadata_headers.setter + def metadata_headers(self, metadata_headers): + """Sets the metadata_headers of this V1beta1LoggerSpec. + + Matched metadata HTTP headers for propagating to inference logger cloud events. # noqa: E501 + + :param metadata_headers: The metadata_headers of this V1beta1LoggerSpec. # noqa: E501 + :type: list[str] + """ + + self._metadata_headers = metadata_headers + @property def mode(self): """Gets the mode of this V1beta1LoggerSpec. # noqa: E501 diff --git a/python/kserve/kserve/models/v1beta1_pod_spec.py b/python/kserve/kserve/models/v1beta1_pod_spec.py index 2bbae8f386d..3a076746f60 100644 --- a/python/kserve/kserve/models/v1beta1_pod_spec.py +++ b/python/kserve/kserve/models/v1beta1_pod_spec.py @@ -988,7 +988,7 @@ def service_account_name(self, service_account_name): def set_hostname_as_fqdn(self): """Gets the set_hostname_as_fqdn of this V1beta1PodSpec. # noqa: E501 - If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 + If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 :return: The set_hostname_as_fqdn of this V1beta1PodSpec. # noqa: E501 :rtype: bool @@ -999,7 +999,7 @@ def set_hostname_as_fqdn(self): def set_hostname_as_fqdn(self, set_hostname_as_fqdn): """Sets the set_hostname_as_fqdn of this V1beta1PodSpec. - If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 + If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 :param set_hostname_as_fqdn: The set_hostname_as_fqdn of this V1beta1PodSpec. # noqa: E501 :type: bool diff --git a/python/kserve/kserve/models/v1beta1_predictor_spec.py b/python/kserve/kserve/models/v1beta1_predictor_spec.py index 8d08b873a5a..37c5e08638d 100644 --- a/python/kserve/kserve/models/v1beta1_predictor_spec.py +++ b/python/kserve/kserve/models/v1beta1_predictor_spec.py @@ -108,6 +108,7 @@ class V1beta1PredictorSpec(object): 'topology_spread_constraints': 'list[V1TopologySpreadConstraint]', 'triton': 'V1beta1TritonSpec', 'volumes': 'list[V1Volume]', + 'worker_spec': 'V1beta1WorkerSpec', 'xgboost': 'V1beta1XGBoostSpec' } @@ -173,10 +174,11 @@ class V1beta1PredictorSpec(object): 'topology_spread_constraints': 'topologySpreadConstraints', 'triton': 'triton', 'volumes': 'volumes', + 'worker_spec': 'workerSpec', 'xgboost': 'xgboost' } - def __init__(self, active_deadline_seconds=None, affinity=None, annotations=None, automount_service_account_token=None, batcher=None, canary_traffic_percent=None, container_concurrency=None, containers=None, deployment_strategy=None, dns_config=None, dns_policy=None, enable_service_links=None, ephemeral_containers=None, host_aliases=None, host_ipc=None, host_network=None, host_pid=None, host_users=None, hostname=None, huggingface=None, image_pull_secrets=None, init_containers=None, labels=None, lightgbm=None, logger=None, max_replicas=None, min_replicas=None, model=None, node_name=None, node_selector=None, onnx=None, os=None, overhead=None, paddle=None, pmml=None, preemption_policy=None, priority=None, priority_class_name=None, pytorch=None, readiness_gates=None, resource_claims=None, restart_policy=None, runtime_class_name=None, scale_metric=None, scale_target=None, scheduler_name=None, scheduling_gates=None, security_context=None, service_account=None, service_account_name=None, set_hostname_as_fqdn=None, share_process_namespace=None, sklearn=None, subdomain=None, tensorflow=None, termination_grace_period_seconds=None, timeout=None, tolerations=None, topology_spread_constraints=None, triton=None, volumes=None, xgboost=None, local_vars_configuration=None): # noqa: E501 + def __init__(self, active_deadline_seconds=None, affinity=None, annotations=None, automount_service_account_token=None, batcher=None, canary_traffic_percent=None, container_concurrency=None, containers=None, deployment_strategy=None, dns_config=None, dns_policy=None, enable_service_links=None, ephemeral_containers=None, host_aliases=None, host_ipc=None, host_network=None, host_pid=None, host_users=None, hostname=None, huggingface=None, image_pull_secrets=None, init_containers=None, labels=None, lightgbm=None, logger=None, max_replicas=None, min_replicas=None, model=None, node_name=None, node_selector=None, onnx=None, os=None, overhead=None, paddle=None, pmml=None, preemption_policy=None, priority=None, priority_class_name=None, pytorch=None, readiness_gates=None, resource_claims=None, restart_policy=None, runtime_class_name=None, scale_metric=None, scale_target=None, scheduler_name=None, scheduling_gates=None, security_context=None, service_account=None, service_account_name=None, set_hostname_as_fqdn=None, share_process_namespace=None, sklearn=None, subdomain=None, tensorflow=None, termination_grace_period_seconds=None, timeout=None, tolerations=None, topology_spread_constraints=None, triton=None, volumes=None, worker_spec=None, xgboost=None, local_vars_configuration=None): # noqa: E501 """V1beta1PredictorSpec - a model defined in OpenAPI""" # noqa: E501 if local_vars_configuration is None: local_vars_configuration = Configuration() @@ -243,6 +245,7 @@ def __init__(self, active_deadline_seconds=None, affinity=None, annotations=None self._topology_spread_constraints = None self._triton = None self._volumes = None + self._worker_spec = None self._xgboost = None self.discriminator = None @@ -368,6 +371,8 @@ def __init__(self, active_deadline_seconds=None, affinity=None, annotations=None self.triton = triton if volumes is not None: self.volumes = volumes + if worker_spec is not None: + self.worker_spec = worker_spec if xgboost is not None: self.xgboost = xgboost @@ -419,7 +424,7 @@ def affinity(self, affinity): def annotations(self): """Gets the annotations of this V1beta1PredictorSpec. # noqa: E501 - Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations # noqa: E501 + Annotations that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/ # noqa: E501 :return: The annotations of this V1beta1PredictorSpec. # noqa: E501 :rtype: dict(str, str) @@ -430,7 +435,7 @@ def annotations(self): def annotations(self, annotations): """Sets the annotations of this V1beta1PredictorSpec. - Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations # noqa: E501 + Annotations that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/ # noqa: E501 :param annotations: The annotations of this V1beta1PredictorSpec. # noqa: E501 :type: dict(str, str) @@ -871,7 +876,7 @@ def init_containers(self, init_containers): def labels(self): """Gets the labels of this V1beta1PredictorSpec. # noqa: E501 - Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels # noqa: E501 + Labels that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/ # noqa: E501 :return: The labels of this V1beta1PredictorSpec. # noqa: E501 :rtype: dict(str, str) @@ -882,7 +887,7 @@ def labels(self): def labels(self, labels): """Sets the labels of this V1beta1PredictorSpec. - Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels # noqa: E501 + Labels that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/ # noqa: E501 :param labels: The labels of this V1beta1PredictorSpec. # noqa: E501 :type: dict(str, str) @@ -1497,7 +1502,7 @@ def service_account_name(self, service_account_name): def set_hostname_as_fqdn(self): """Gets the set_hostname_as_fqdn of this V1beta1PredictorSpec. # noqa: E501 - If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 + If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 :return: The set_hostname_as_fqdn of this V1beta1PredictorSpec. # noqa: E501 :rtype: bool @@ -1508,7 +1513,7 @@ def set_hostname_as_fqdn(self): def set_hostname_as_fqdn(self, set_hostname_as_fqdn): """Sets the set_hostname_as_fqdn of this V1beta1PredictorSpec. - If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 + If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 :param set_hostname_as_fqdn: The set_hostname_as_fqdn of this V1beta1PredictorSpec. # noqa: E501 :type: bool @@ -1740,6 +1745,27 @@ def volumes(self, volumes): self._volumes = volumes + @property + def worker_spec(self): + """Gets the worker_spec of this V1beta1PredictorSpec. # noqa: E501 + + + :return: The worker_spec of this V1beta1PredictorSpec. # noqa: E501 + :rtype: V1beta1WorkerSpec + """ + return self._worker_spec + + @worker_spec.setter + def worker_spec(self, worker_spec): + """Sets the worker_spec of this V1beta1PredictorSpec. + + + :param worker_spec: The worker_spec of this V1beta1PredictorSpec. # noqa: E501 + :type: V1beta1WorkerSpec + """ + + self._worker_spec = worker_spec + @property def xgboost(self): """Gets the xgboost of this V1beta1PredictorSpec. # noqa: E501 diff --git a/python/kserve/kserve/models/v1beta1_security_config.py b/python/kserve/kserve/models/v1beta1_security_config.py new file mode 100644 index 00000000000..4817c522ae2 --- /dev/null +++ b/python/kserve/kserve/models/v1beta1_security_config.py @@ -0,0 +1,135 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# coding: utf-8 + +""" + KServe + + Python SDK for KServe # noqa: E501 + + The version of the OpenAPI document: v0.1 + Generated by: https://openapi-generator.tech +""" + + +import pprint +import re # noqa: F401 + +import six + +from kserve.configuration import Configuration + + +class V1beta1SecurityConfig(object): + """NOTE: This class is auto generated by OpenAPI Generator. + Ref: https://openapi-generator.tech + + Do not edit the class manually. + """ + + """ + Attributes: + openapi_types (dict): The key is attribute name + and the value is attribute type. + attribute_map (dict): The key is attribute name + and the value is json key in definition. + """ + openapi_types = { + 'auto_mount_service_account_token': 'bool' + } + + attribute_map = { + 'auto_mount_service_account_token': 'autoMountServiceAccountToken' + } + + def __init__(self, auto_mount_service_account_token=False, local_vars_configuration=None): # noqa: E501 + """V1beta1SecurityConfig - a model defined in OpenAPI""" # noqa: E501 + if local_vars_configuration is None: + local_vars_configuration = Configuration() + self.local_vars_configuration = local_vars_configuration + + self._auto_mount_service_account_token = None + self.discriminator = None + + self.auto_mount_service_account_token = auto_mount_service_account_token + + @property + def auto_mount_service_account_token(self): + """Gets the auto_mount_service_account_token of this V1beta1SecurityConfig. # noqa: E501 + + + :return: The auto_mount_service_account_token of this V1beta1SecurityConfig. # noqa: E501 + :rtype: bool + """ + return self._auto_mount_service_account_token + + @auto_mount_service_account_token.setter + def auto_mount_service_account_token(self, auto_mount_service_account_token): + """Sets the auto_mount_service_account_token of this V1beta1SecurityConfig. + + + :param auto_mount_service_account_token: The auto_mount_service_account_token of this V1beta1SecurityConfig. # noqa: E501 + :type: bool + """ + if self.local_vars_configuration.client_side_validation and auto_mount_service_account_token is None: # noqa: E501 + raise ValueError("Invalid value for `auto_mount_service_account_token`, must not be `None`") # noqa: E501 + + self._auto_mount_service_account_token = auto_mount_service_account_token + + def to_dict(self): + """Returns the model properties as a dict""" + result = {} + + for attr, _ in six.iteritems(self.openapi_types): + value = getattr(self, attr) + if isinstance(value, list): + result[attr] = list(map( + lambda x: x.to_dict() if hasattr(x, "to_dict") else x, + value + )) + elif hasattr(value, "to_dict"): + result[attr] = value.to_dict() + elif isinstance(value, dict): + result[attr] = dict(map( + lambda item: (item[0], item[1].to_dict()) + if hasattr(item[1], "to_dict") else item, + value.items() + )) + else: + result[attr] = value + + return result + + def to_str(self): + """Returns the string representation of the model""" + return pprint.pformat(self.to_dict()) + + def __repr__(self): + """For `print` and `pprint`""" + return self.to_str() + + def __eq__(self, other): + """Returns true if both objects are equal""" + if not isinstance(other, V1beta1SecurityConfig): + return False + + return self.to_dict() == other.to_dict() + + def __ne__(self, other): + """Returns true if both objects are not equal""" + if not isinstance(other, V1beta1SecurityConfig): + return True + + return self.to_dict() != other.to_dict() diff --git a/python/kserve/kserve/models/v1beta1_transformer_spec.py b/python/kserve/kserve/models/v1beta1_transformer_spec.py index c6aa8428f68..7e9cc817068 100644 --- a/python/kserve/kserve/models/v1beta1_transformer_spec.py +++ b/python/kserve/kserve/models/v1beta1_transformer_spec.py @@ -364,7 +364,7 @@ def affinity(self, affinity): def annotations(self): """Gets the annotations of this V1beta1TransformerSpec. # noqa: E501 - Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations # noqa: E501 + Annotations that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/ # noqa: E501 :return: The annotations of this V1beta1TransformerSpec. # noqa: E501 :rtype: dict(str, str) @@ -375,7 +375,7 @@ def annotations(self): def annotations(self, annotations): """Sets the annotations of this V1beta1TransformerSpec. - Annotations that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/annotations # noqa: E501 + Annotations that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/annotations/ # noqa: E501 :param annotations: The annotations of this V1beta1TransformerSpec. # noqa: E501 :type: dict(str, str) @@ -795,7 +795,7 @@ def init_containers(self, init_containers): def labels(self): """Gets the labels of this V1beta1TransformerSpec. # noqa: E501 - Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels # noqa: E501 + Labels that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/ # noqa: E501 :return: The labels of this V1beta1TransformerSpec. # noqa: E501 :rtype: dict(str, str) @@ -806,7 +806,7 @@ def labels(self): def labels(self, labels): """Sets the labels of this V1beta1TransformerSpec. - Labels that will be add to the component pod. More info: http://kubernetes.io/docs/user-guide/labels # noqa: E501 + Labels that will be added to the component pod. More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/ # noqa: E501 :param labels: The labels of this V1beta1TransformerSpec. # noqa: E501 :type: dict(str, str) @@ -1295,7 +1295,7 @@ def service_account_name(self, service_account_name): def set_hostname_as_fqdn(self): """Gets the set_hostname_as_fqdn of this V1beta1TransformerSpec. # noqa: E501 - If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 + If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 :return: The set_hostname_as_fqdn of this V1beta1TransformerSpec. # noqa: E501 :rtype: bool @@ -1306,7 +1306,7 @@ def set_hostname_as_fqdn(self): def set_hostname_as_fqdn(self, set_hostname_as_fqdn): """Sets the set_hostname_as_fqdn of this V1beta1TransformerSpec. - If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\SYSTEM\\CurrentControlSet\\Services\\Tcpip\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 + If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 :param set_hostname_as_fqdn: The set_hostname_as_fqdn of this V1beta1TransformerSpec. # noqa: E501 :type: bool diff --git a/python/kserve/kserve/models/v1beta1_worker_spec.py b/python/kserve/kserve/models/v1beta1_worker_spec.py new file mode 100644 index 00000000000..913c2c4f28c --- /dev/null +++ b/python/kserve/kserve/models/v1beta1_worker_spec.py @@ -0,0 +1,1220 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# coding: utf-8 + +""" + KServe + + Python SDK for KServe # noqa: E501 + + The version of the OpenAPI document: v0.1 + Generated by: https://openapi-generator.tech +""" + + +import pprint +import re # noqa: F401 + +import six + +from kserve.configuration import Configuration + + +class V1beta1WorkerSpec(object): + """NOTE: This class is auto generated by OpenAPI Generator. + Ref: https://openapi-generator.tech + + Do not edit the class manually. + """ + + """ + Attributes: + openapi_types (dict): The key is attribute name + and the value is attribute type. + attribute_map (dict): The key is attribute name + and the value is json key in definition. + """ + openapi_types = { + 'active_deadline_seconds': 'int', + 'affinity': 'V1Affinity', + 'automount_service_account_token': 'bool', + 'containers': 'list[V1Container]', + 'dns_config': 'V1PodDNSConfig', + 'dns_policy': 'str', + 'enable_service_links': 'bool', + 'ephemeral_containers': 'list[V1EphemeralContainer]', + 'host_aliases': 'list[V1HostAlias]', + 'host_ipc': 'bool', + 'host_network': 'bool', + 'host_pid': 'bool', + 'host_users': 'bool', + 'hostname': 'str', + 'image_pull_secrets': 'list[V1LocalObjectReference]', + 'init_containers': 'list[V1Container]', + 'node_name': 'str', + 'node_selector': 'dict(str, str)', + 'os': 'V1PodOS', + 'overhead': 'dict(str, ResourceQuantity)', + 'preemption_policy': 'str', + 'priority': 'int', + 'priority_class_name': 'str', + 'readiness_gates': 'list[V1PodReadinessGate]', + 'resource_claims': 'list[V1PodResourceClaim]', + 'restart_policy': 'str', + 'runtime_class_name': 'str', + 'scheduler_name': 'str', + 'scheduling_gates': 'list[V1PodSchedulingGate]', + 'security_context': 'V1PodSecurityContext', + 'service_account': 'str', + 'service_account_name': 'str', + 'set_hostname_as_fqdn': 'bool', + 'share_process_namespace': 'bool', + 'size': 'int', + 'subdomain': 'str', + 'termination_grace_period_seconds': 'int', + 'tolerations': 'list[V1Toleration]', + 'topology_spread_constraints': 'list[V1TopologySpreadConstraint]', + 'volumes': 'list[V1Volume]' + } + + attribute_map = { + 'active_deadline_seconds': 'activeDeadlineSeconds', + 'affinity': 'affinity', + 'automount_service_account_token': 'automountServiceAccountToken', + 'containers': 'containers', + 'dns_config': 'dnsConfig', + 'dns_policy': 'dnsPolicy', + 'enable_service_links': 'enableServiceLinks', + 'ephemeral_containers': 'ephemeralContainers', + 'host_aliases': 'hostAliases', + 'host_ipc': 'hostIPC', + 'host_network': 'hostNetwork', + 'host_pid': 'hostPID', + 'host_users': 'hostUsers', + 'hostname': 'hostname', + 'image_pull_secrets': 'imagePullSecrets', + 'init_containers': 'initContainers', + 'node_name': 'nodeName', + 'node_selector': 'nodeSelector', + 'os': 'os', + 'overhead': 'overhead', + 'preemption_policy': 'preemptionPolicy', + 'priority': 'priority', + 'priority_class_name': 'priorityClassName', + 'readiness_gates': 'readinessGates', + 'resource_claims': 'resourceClaims', + 'restart_policy': 'restartPolicy', + 'runtime_class_name': 'runtimeClassName', + 'scheduler_name': 'schedulerName', + 'scheduling_gates': 'schedulingGates', + 'security_context': 'securityContext', + 'service_account': 'serviceAccount', + 'service_account_name': 'serviceAccountName', + 'set_hostname_as_fqdn': 'setHostnameAsFQDN', + 'share_process_namespace': 'shareProcessNamespace', + 'size': 'size', + 'subdomain': 'subdomain', + 'termination_grace_period_seconds': 'terminationGracePeriodSeconds', + 'tolerations': 'tolerations', + 'topology_spread_constraints': 'topologySpreadConstraints', + 'volumes': 'volumes' + } + + def __init__(self, active_deadline_seconds=None, affinity=None, automount_service_account_token=None, containers=None, dns_config=None, dns_policy=None, enable_service_links=None, ephemeral_containers=None, host_aliases=None, host_ipc=None, host_network=None, host_pid=None, host_users=None, hostname=None, image_pull_secrets=None, init_containers=None, node_name=None, node_selector=None, os=None, overhead=None, preemption_policy=None, priority=None, priority_class_name=None, readiness_gates=None, resource_claims=None, restart_policy=None, runtime_class_name=None, scheduler_name=None, scheduling_gates=None, security_context=None, service_account=None, service_account_name=None, set_hostname_as_fqdn=None, share_process_namespace=None, size=None, subdomain=None, termination_grace_period_seconds=None, tolerations=None, topology_spread_constraints=None, volumes=None, local_vars_configuration=None): # noqa: E501 + """V1beta1WorkerSpec - a model defined in OpenAPI""" # noqa: E501 + if local_vars_configuration is None: + local_vars_configuration = Configuration() + self.local_vars_configuration = local_vars_configuration + + self._active_deadline_seconds = None + self._affinity = None + self._automount_service_account_token = None + self._containers = None + self._dns_config = None + self._dns_policy = None + self._enable_service_links = None + self._ephemeral_containers = None + self._host_aliases = None + self._host_ipc = None + self._host_network = None + self._host_pid = None + self._host_users = None + self._hostname = None + self._image_pull_secrets = None + self._init_containers = None + self._node_name = None + self._node_selector = None + self._os = None + self._overhead = None + self._preemption_policy = None + self._priority = None + self._priority_class_name = None + self._readiness_gates = None + self._resource_claims = None + self._restart_policy = None + self._runtime_class_name = None + self._scheduler_name = None + self._scheduling_gates = None + self._security_context = None + self._service_account = None + self._service_account_name = None + self._set_hostname_as_fqdn = None + self._share_process_namespace = None + self._size = None + self._subdomain = None + self._termination_grace_period_seconds = None + self._tolerations = None + self._topology_spread_constraints = None + self._volumes = None + self.discriminator = None + + if active_deadline_seconds is not None: + self.active_deadline_seconds = active_deadline_seconds + if affinity is not None: + self.affinity = affinity + if automount_service_account_token is not None: + self.automount_service_account_token = automount_service_account_token + if containers is not None: + self.containers = containers + if dns_config is not None: + self.dns_config = dns_config + if dns_policy is not None: + self.dns_policy = dns_policy + if enable_service_links is not None: + self.enable_service_links = enable_service_links + if ephemeral_containers is not None: + self.ephemeral_containers = ephemeral_containers + if host_aliases is not None: + self.host_aliases = host_aliases + if host_ipc is not None: + self.host_ipc = host_ipc + if host_network is not None: + self.host_network = host_network + if host_pid is not None: + self.host_pid = host_pid + if host_users is not None: + self.host_users = host_users + if hostname is not None: + self.hostname = hostname + if image_pull_secrets is not None: + self.image_pull_secrets = image_pull_secrets + if init_containers is not None: + self.init_containers = init_containers + if node_name is not None: + self.node_name = node_name + if node_selector is not None: + self.node_selector = node_selector + if os is not None: + self.os = os + if overhead is not None: + self.overhead = overhead + if preemption_policy is not None: + self.preemption_policy = preemption_policy + if priority is not None: + self.priority = priority + if priority_class_name is not None: + self.priority_class_name = priority_class_name + if readiness_gates is not None: + self.readiness_gates = readiness_gates + if resource_claims is not None: + self.resource_claims = resource_claims + if restart_policy is not None: + self.restart_policy = restart_policy + if runtime_class_name is not None: + self.runtime_class_name = runtime_class_name + if scheduler_name is not None: + self.scheduler_name = scheduler_name + if scheduling_gates is not None: + self.scheduling_gates = scheduling_gates + if security_context is not None: + self.security_context = security_context + if service_account is not None: + self.service_account = service_account + if service_account_name is not None: + self.service_account_name = service_account_name + if set_hostname_as_fqdn is not None: + self.set_hostname_as_fqdn = set_hostname_as_fqdn + if share_process_namespace is not None: + self.share_process_namespace = share_process_namespace + if size is not None: + self.size = size + if subdomain is not None: + self.subdomain = subdomain + if termination_grace_period_seconds is not None: + self.termination_grace_period_seconds = termination_grace_period_seconds + if tolerations is not None: + self.tolerations = tolerations + if topology_spread_constraints is not None: + self.topology_spread_constraints = topology_spread_constraints + if volumes is not None: + self.volumes = volumes + + @property + def active_deadline_seconds(self): + """Gets the active_deadline_seconds of this V1beta1WorkerSpec. # noqa: E501 + + Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer. # noqa: E501 + + :return: The active_deadline_seconds of this V1beta1WorkerSpec. # noqa: E501 + :rtype: int + """ + return self._active_deadline_seconds + + @active_deadline_seconds.setter + def active_deadline_seconds(self, active_deadline_seconds): + """Sets the active_deadline_seconds of this V1beta1WorkerSpec. + + Optional duration in seconds the pod may be active on the node relative to StartTime before the system will actively try to mark it failed and kill associated containers. Value must be a positive integer. # noqa: E501 + + :param active_deadline_seconds: The active_deadline_seconds of this V1beta1WorkerSpec. # noqa: E501 + :type: int + """ + + self._active_deadline_seconds = active_deadline_seconds + + @property + def affinity(self): + """Gets the affinity of this V1beta1WorkerSpec. # noqa: E501 + + + :return: The affinity of this V1beta1WorkerSpec. # noqa: E501 + :rtype: V1Affinity + """ + return self._affinity + + @affinity.setter + def affinity(self, affinity): + """Sets the affinity of this V1beta1WorkerSpec. + + + :param affinity: The affinity of this V1beta1WorkerSpec. # noqa: E501 + :type: V1Affinity + """ + + self._affinity = affinity + + @property + def automount_service_account_token(self): + """Gets the automount_service_account_token of this V1beta1WorkerSpec. # noqa: E501 + + AutomountServiceAccountToken indicates whether a service account token should be automatically mounted. # noqa: E501 + + :return: The automount_service_account_token of this V1beta1WorkerSpec. # noqa: E501 + :rtype: bool + """ + return self._automount_service_account_token + + @automount_service_account_token.setter + def automount_service_account_token(self, automount_service_account_token): + """Sets the automount_service_account_token of this V1beta1WorkerSpec. + + AutomountServiceAccountToken indicates whether a service account token should be automatically mounted. # noqa: E501 + + :param automount_service_account_token: The automount_service_account_token of this V1beta1WorkerSpec. # noqa: E501 + :type: bool + """ + + self._automount_service_account_token = automount_service_account_token + + @property + def containers(self): + """Gets the containers of this V1beta1WorkerSpec. # noqa: E501 + + List of containers belonging to the pod. Containers cannot currently be added or removed. There must be at least one container in a Pod. Cannot be updated. # noqa: E501 + + :return: The containers of this V1beta1WorkerSpec. # noqa: E501 + :rtype: list[V1Container] + """ + return self._containers + + @containers.setter + def containers(self, containers): + """Sets the containers of this V1beta1WorkerSpec. + + List of containers belonging to the pod. Containers cannot currently be added or removed. There must be at least one container in a Pod. Cannot be updated. # noqa: E501 + + :param containers: The containers of this V1beta1WorkerSpec. # noqa: E501 + :type: list[V1Container] + """ + + self._containers = containers + + @property + def dns_config(self): + """Gets the dns_config of this V1beta1WorkerSpec. # noqa: E501 + + + :return: The dns_config of this V1beta1WorkerSpec. # noqa: E501 + :rtype: V1PodDNSConfig + """ + return self._dns_config + + @dns_config.setter + def dns_config(self, dns_config): + """Sets the dns_config of this V1beta1WorkerSpec. + + + :param dns_config: The dns_config of this V1beta1WorkerSpec. # noqa: E501 + :type: V1PodDNSConfig + """ + + self._dns_config = dns_config + + @property + def dns_policy(self): + """Gets the dns_policy of this V1beta1WorkerSpec. # noqa: E501 + + Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'. # noqa: E501 + + :return: The dns_policy of this V1beta1WorkerSpec. # noqa: E501 + :rtype: str + """ + return self._dns_policy + + @dns_policy.setter + def dns_policy(self, dns_policy): + """Sets the dns_policy of this V1beta1WorkerSpec. + + Set DNS policy for the pod. Defaults to \"ClusterFirst\". Valid values are 'ClusterFirstWithHostNet', 'ClusterFirst', 'Default' or 'None'. DNS parameters given in DNSConfig will be merged with the policy selected with DNSPolicy. To have DNS options set along with hostNetwork, you have to specify DNS policy explicitly to 'ClusterFirstWithHostNet'. # noqa: E501 + + :param dns_policy: The dns_policy of this V1beta1WorkerSpec. # noqa: E501 + :type: str + """ + + self._dns_policy = dns_policy + + @property + def enable_service_links(self): + """Gets the enable_service_links of this V1beta1WorkerSpec. # noqa: E501 + + EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true. # noqa: E501 + + :return: The enable_service_links of this V1beta1WorkerSpec. # noqa: E501 + :rtype: bool + """ + return self._enable_service_links + + @enable_service_links.setter + def enable_service_links(self, enable_service_links): + """Sets the enable_service_links of this V1beta1WorkerSpec. + + EnableServiceLinks indicates whether information about services should be injected into pod's environment variables, matching the syntax of Docker links. Optional: Defaults to true. # noqa: E501 + + :param enable_service_links: The enable_service_links of this V1beta1WorkerSpec. # noqa: E501 + :type: bool + """ + + self._enable_service_links = enable_service_links + + @property + def ephemeral_containers(self): + """Gets the ephemeral_containers of this V1beta1WorkerSpec. # noqa: E501 + + List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate. # noqa: E501 + + :return: The ephemeral_containers of this V1beta1WorkerSpec. # noqa: E501 + :rtype: list[V1EphemeralContainer] + """ + return self._ephemeral_containers + + @ephemeral_containers.setter + def ephemeral_containers(self, ephemeral_containers): + """Sets the ephemeral_containers of this V1beta1WorkerSpec. + + List of ephemeral containers run in this pod. Ephemeral containers may be run in an existing pod to perform user-initiated actions such as debugging. This list cannot be specified when creating a pod, and it cannot be modified by updating the pod spec. In order to add an ephemeral container to an existing pod, use the pod's ephemeralcontainers subresource. This field is beta-level and available on clusters that haven't disabled the EphemeralContainers feature gate. # noqa: E501 + + :param ephemeral_containers: The ephemeral_containers of this V1beta1WorkerSpec. # noqa: E501 + :type: list[V1EphemeralContainer] + """ + + self._ephemeral_containers = ephemeral_containers + + @property + def host_aliases(self): + """Gets the host_aliases of this V1beta1WorkerSpec. # noqa: E501 + + HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. # noqa: E501 + + :return: The host_aliases of this V1beta1WorkerSpec. # noqa: E501 + :rtype: list[V1HostAlias] + """ + return self._host_aliases + + @host_aliases.setter + def host_aliases(self, host_aliases): + """Sets the host_aliases of this V1beta1WorkerSpec. + + HostAliases is an optional list of hosts and IPs that will be injected into the pod's hosts file if specified. This is only valid for non-hostNetwork pods. # noqa: E501 + + :param host_aliases: The host_aliases of this V1beta1WorkerSpec. # noqa: E501 + :type: list[V1HostAlias] + """ + + self._host_aliases = host_aliases + + @property + def host_ipc(self): + """Gets the host_ipc of this V1beta1WorkerSpec. # noqa: E501 + + Use the host's ipc namespace. Optional: Default to false. # noqa: E501 + + :return: The host_ipc of this V1beta1WorkerSpec. # noqa: E501 + :rtype: bool + """ + return self._host_ipc + + @host_ipc.setter + def host_ipc(self, host_ipc): + """Sets the host_ipc of this V1beta1WorkerSpec. + + Use the host's ipc namespace. Optional: Default to false. # noqa: E501 + + :param host_ipc: The host_ipc of this V1beta1WorkerSpec. # noqa: E501 + :type: bool + """ + + self._host_ipc = host_ipc + + @property + def host_network(self): + """Gets the host_network of this V1beta1WorkerSpec. # noqa: E501 + + Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false. # noqa: E501 + + :return: The host_network of this V1beta1WorkerSpec. # noqa: E501 + :rtype: bool + """ + return self._host_network + + @host_network.setter + def host_network(self, host_network): + """Sets the host_network of this V1beta1WorkerSpec. + + Host networking requested for this pod. Use the host's network namespace. If this option is set, the ports that will be used must be specified. Default to false. # noqa: E501 + + :param host_network: The host_network of this V1beta1WorkerSpec. # noqa: E501 + :type: bool + """ + + self._host_network = host_network + + @property + def host_pid(self): + """Gets the host_pid of this V1beta1WorkerSpec. # noqa: E501 + + Use the host's pid namespace. Optional: Default to false. # noqa: E501 + + :return: The host_pid of this V1beta1WorkerSpec. # noqa: E501 + :rtype: bool + """ + return self._host_pid + + @host_pid.setter + def host_pid(self, host_pid): + """Sets the host_pid of this V1beta1WorkerSpec. + + Use the host's pid namespace. Optional: Default to false. # noqa: E501 + + :param host_pid: The host_pid of this V1beta1WorkerSpec. # noqa: E501 + :type: bool + """ + + self._host_pid = host_pid + + @property + def host_users(self): + """Gets the host_users of this V1beta1WorkerSpec. # noqa: E501 + + Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. # noqa: E501 + + :return: The host_users of this V1beta1WorkerSpec. # noqa: E501 + :rtype: bool + """ + return self._host_users + + @host_users.setter + def host_users(self, host_users): + """Sets the host_users of this V1beta1WorkerSpec. + + Use the host's user namespace. Optional: Default to true. If set to true or not present, the pod will be run in the host user namespace, useful for when the pod needs a feature only available to the host user namespace, such as loading a kernel module with CAP_SYS_MODULE. When set to false, a new userns is created for the pod. Setting false is useful for mitigating container breakout vulnerabilities even allowing users to run their containers as root without actually having root privileges on the host. This field is alpha-level and is only honored by servers that enable the UserNamespacesSupport feature. # noqa: E501 + + :param host_users: The host_users of this V1beta1WorkerSpec. # noqa: E501 + :type: bool + """ + + self._host_users = host_users + + @property + def hostname(self): + """Gets the hostname of this V1beta1WorkerSpec. # noqa: E501 + + Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value. # noqa: E501 + + :return: The hostname of this V1beta1WorkerSpec. # noqa: E501 + :rtype: str + """ + return self._hostname + + @hostname.setter + def hostname(self, hostname): + """Sets the hostname of this V1beta1WorkerSpec. + + Specifies the hostname of the Pod If not specified, the pod's hostname will be set to a system-defined value. # noqa: E501 + + :param hostname: The hostname of this V1beta1WorkerSpec. # noqa: E501 + :type: str + """ + + self._hostname = hostname + + @property + def image_pull_secrets(self): + """Gets the image_pull_secrets of this V1beta1WorkerSpec. # noqa: E501 + + ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod # noqa: E501 + + :return: The image_pull_secrets of this V1beta1WorkerSpec. # noqa: E501 + :rtype: list[V1LocalObjectReference] + """ + return self._image_pull_secrets + + @image_pull_secrets.setter + def image_pull_secrets(self, image_pull_secrets): + """Sets the image_pull_secrets of this V1beta1WorkerSpec. + + ImagePullSecrets is an optional list of references to secrets in the same namespace to use for pulling any of the images used by this PodSpec. If specified, these secrets will be passed to individual puller implementations for them to use. For example, in the case of docker, only DockerConfig type secrets are honored. More info: https://kubernetes.io/docs/concepts/containers/images#specifying-imagepullsecrets-on-a-pod # noqa: E501 + + :param image_pull_secrets: The image_pull_secrets of this V1beta1WorkerSpec. # noqa: E501 + :type: list[V1LocalObjectReference] + """ + + self._image_pull_secrets = image_pull_secrets + + @property + def init_containers(self): + """Gets the init_containers of this V1beta1WorkerSpec. # noqa: E501 + + List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/ # noqa: E501 + + :return: The init_containers of this V1beta1WorkerSpec. # noqa: E501 + :rtype: list[V1Container] + """ + return self._init_containers + + @init_containers.setter + def init_containers(self, init_containers): + """Sets the init_containers of this V1beta1WorkerSpec. + + List of initialization containers belonging to the pod. Init containers are executed in order prior to containers being started. If any init container fails, the pod is considered to have failed and is handled according to its restartPolicy. The name for an init container or normal container must be unique among all containers. Init containers may not have Lifecycle actions, Readiness probes, Liveness probes, or Startup probes. The resourceRequirements of an init container are taken into account during scheduling by finding the highest request/limit for each resource type, and then using the max of of that value or the sum of the normal containers. Limits are applied to init containers in a similar fashion. Init containers cannot currently be added or removed. Cannot be updated. More info: https://kubernetes.io/docs/concepts/workloads/pods/init-containers/ # noqa: E501 + + :param init_containers: The init_containers of this V1beta1WorkerSpec. # noqa: E501 + :type: list[V1Container] + """ + + self._init_containers = init_containers + + @property + def node_name(self): + """Gets the node_name of this V1beta1WorkerSpec. # noqa: E501 + + NodeName is a request to schedule this pod onto a specific node. If it is non-empty, the scheduler simply schedules this pod onto that node, assuming that it fits resource requirements. # noqa: E501 + + :return: The node_name of this V1beta1WorkerSpec. # noqa: E501 + :rtype: str + """ + return self._node_name + + @node_name.setter + def node_name(self, node_name): + """Sets the node_name of this V1beta1WorkerSpec. + + NodeName is a request to schedule this pod onto a specific node. If it is non-empty, the scheduler simply schedules this pod onto that node, assuming that it fits resource requirements. # noqa: E501 + + :param node_name: The node_name of this V1beta1WorkerSpec. # noqa: E501 + :type: str + """ + + self._node_name = node_name + + @property + def node_selector(self): + """Gets the node_selector of this V1beta1WorkerSpec. # noqa: E501 + + NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ # noqa: E501 + + :return: The node_selector of this V1beta1WorkerSpec. # noqa: E501 + :rtype: dict(str, str) + """ + return self._node_selector + + @node_selector.setter + def node_selector(self, node_selector): + """Sets the node_selector of this V1beta1WorkerSpec. + + NodeSelector is a selector which must be true for the pod to fit on a node. Selector which must match a node's labels for the pod to be scheduled on that node. More info: https://kubernetes.io/docs/concepts/configuration/assign-pod-node/ # noqa: E501 + + :param node_selector: The node_selector of this V1beta1WorkerSpec. # noqa: E501 + :type: dict(str, str) + """ + + self._node_selector = node_selector + + @property + def os(self): + """Gets the os of this V1beta1WorkerSpec. # noqa: E501 + + + :return: The os of this V1beta1WorkerSpec. # noqa: E501 + :rtype: V1PodOS + """ + return self._os + + @os.setter + def os(self, os): + """Sets the os of this V1beta1WorkerSpec. + + + :param os: The os of this V1beta1WorkerSpec. # noqa: E501 + :type: V1PodOS + """ + + self._os = os + + @property + def overhead(self): + """Gets the overhead of this V1beta1WorkerSpec. # noqa: E501 + + Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature. # noqa: E501 + + :return: The overhead of this V1beta1WorkerSpec. # noqa: E501 + :rtype: dict(str, ResourceQuantity) + """ + return self._overhead + + @overhead.setter + def overhead(self, overhead): + """Sets the overhead of this V1beta1WorkerSpec. + + Overhead represents the resource overhead associated with running a pod for a given RuntimeClass. This field will be autopopulated at admission time by the RuntimeClass admission controller. If the RuntimeClass admission controller is enabled, overhead must not be set in Pod create requests. The RuntimeClass admission controller will reject Pod create requests which have the overhead already set. If RuntimeClass is configured and selected in the PodSpec, Overhead will be set to the value defined in the corresponding RuntimeClass, otherwise it will remain unset and treated as zero. More info: https://git.k8s.io/enhancements/keps/sig-node/688-pod-overhead/README.md This field is beta-level as of Kubernetes v1.18, and is only honored by servers that enable the PodOverhead feature. # noqa: E501 + + :param overhead: The overhead of this V1beta1WorkerSpec. # noqa: E501 + :type: dict(str, ResourceQuantity) + """ + + self._overhead = overhead + + @property + def preemption_policy(self): + """Gets the preemption_policy of this V1beta1WorkerSpec. # noqa: E501 + + PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate. # noqa: E501 + + :return: The preemption_policy of this V1beta1WorkerSpec. # noqa: E501 + :rtype: str + """ + return self._preemption_policy + + @preemption_policy.setter + def preemption_policy(self, preemption_policy): + """Sets the preemption_policy of this V1beta1WorkerSpec. + + PreemptionPolicy is the Policy for preempting pods with lower priority. One of Never, PreemptLowerPriority. Defaults to PreemptLowerPriority if unset. This field is beta-level, gated by the NonPreemptingPriority feature-gate. # noqa: E501 + + :param preemption_policy: The preemption_policy of this V1beta1WorkerSpec. # noqa: E501 + :type: str + """ + + self._preemption_policy = preemption_policy + + @property + def priority(self): + """Gets the priority of this V1beta1WorkerSpec. # noqa: E501 + + The priority value. Various system components use this field to find the priority of the pod. When Priority Admission Controller is enabled, it prevents users from setting this field. The admission controller populates this field from PriorityClassName. The higher the value, the higher the priority. # noqa: E501 + + :return: The priority of this V1beta1WorkerSpec. # noqa: E501 + :rtype: int + """ + return self._priority + + @priority.setter + def priority(self, priority): + """Sets the priority of this V1beta1WorkerSpec. + + The priority value. Various system components use this field to find the priority of the pod. When Priority Admission Controller is enabled, it prevents users from setting this field. The admission controller populates this field from PriorityClassName. The higher the value, the higher the priority. # noqa: E501 + + :param priority: The priority of this V1beta1WorkerSpec. # noqa: E501 + :type: int + """ + + self._priority = priority + + @property + def priority_class_name(self): + """Gets the priority_class_name of this V1beta1WorkerSpec. # noqa: E501 + + If specified, indicates the pod's priority. \"system-node-critical\" and \"system-cluster-critical\" are two special keywords which indicate the highest priorities with the former being the highest priority. Any other name must be defined by creating a PriorityClass object with that name. If not specified, the pod priority will be default or zero if there is no default. # noqa: E501 + + :return: The priority_class_name of this V1beta1WorkerSpec. # noqa: E501 + :rtype: str + """ + return self._priority_class_name + + @priority_class_name.setter + def priority_class_name(self, priority_class_name): + """Sets the priority_class_name of this V1beta1WorkerSpec. + + If specified, indicates the pod's priority. \"system-node-critical\" and \"system-cluster-critical\" are two special keywords which indicate the highest priorities with the former being the highest priority. Any other name must be defined by creating a PriorityClass object with that name. If not specified, the pod priority will be default or zero if there is no default. # noqa: E501 + + :param priority_class_name: The priority_class_name of this V1beta1WorkerSpec. # noqa: E501 + :type: str + """ + + self._priority_class_name = priority_class_name + + @property + def readiness_gates(self): + """Gets the readiness_gates of this V1beta1WorkerSpec. # noqa: E501 + + If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates # noqa: E501 + + :return: The readiness_gates of this V1beta1WorkerSpec. # noqa: E501 + :rtype: list[V1PodReadinessGate] + """ + return self._readiness_gates + + @readiness_gates.setter + def readiness_gates(self, readiness_gates): + """Sets the readiness_gates of this V1beta1WorkerSpec. + + If specified, all readiness gates will be evaluated for pod readiness. A pod is ready when all its containers are ready AND all conditions specified in the readiness gates have status equal to \"True\" More info: https://git.k8s.io/enhancements/keps/sig-network/580-pod-readiness-gates # noqa: E501 + + :param readiness_gates: The readiness_gates of this V1beta1WorkerSpec. # noqa: E501 + :type: list[V1PodReadinessGate] + """ + + self._readiness_gates = readiness_gates + + @property + def resource_claims(self): + """Gets the resource_claims of this V1beta1WorkerSpec. # noqa: E501 + + ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. # noqa: E501 + + :return: The resource_claims of this V1beta1WorkerSpec. # noqa: E501 + :rtype: list[V1PodResourceClaim] + """ + return self._resource_claims + + @resource_claims.setter + def resource_claims(self, resource_claims): + """Sets the resource_claims of this V1beta1WorkerSpec. + + ResourceClaims defines which ResourceClaims must be allocated and reserved before the Pod is allowed to start. The resources will be made available to those containers which consume them by name. This is an alpha field and requires enabling the DynamicResourceAllocation feature gate. This field is immutable. # noqa: E501 + + :param resource_claims: The resource_claims of this V1beta1WorkerSpec. # noqa: E501 + :type: list[V1PodResourceClaim] + """ + + self._resource_claims = resource_claims + + @property + def restart_policy(self): + """Gets the restart_policy of this V1beta1WorkerSpec. # noqa: E501 + + Restart policy for all containers within the pod. One of Always, OnFailure, Never. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy # noqa: E501 + + :return: The restart_policy of this V1beta1WorkerSpec. # noqa: E501 + :rtype: str + """ + return self._restart_policy + + @restart_policy.setter + def restart_policy(self, restart_policy): + """Sets the restart_policy of this V1beta1WorkerSpec. + + Restart policy for all containers within the pod. One of Always, OnFailure, Never. Default to Always. More info: https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#restart-policy # noqa: E501 + + :param restart_policy: The restart_policy of this V1beta1WorkerSpec. # noqa: E501 + :type: str + """ + + self._restart_policy = restart_policy + + @property + def runtime_class_name(self): + """Gets the runtime_class_name of this V1beta1WorkerSpec. # noqa: E501 + + RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14. # noqa: E501 + + :return: The runtime_class_name of this V1beta1WorkerSpec. # noqa: E501 + :rtype: str + """ + return self._runtime_class_name + + @runtime_class_name.setter + def runtime_class_name(self, runtime_class_name): + """Sets the runtime_class_name of this V1beta1WorkerSpec. + + RuntimeClassName refers to a RuntimeClass object in the node.k8s.io group, which should be used to run this pod. If no RuntimeClass resource matches the named class, the pod will not be run. If unset or empty, the \"legacy\" RuntimeClass will be used, which is an implicit class with an empty definition that uses the default runtime handler. More info: https://git.k8s.io/enhancements/keps/sig-node/585-runtime-class This is a beta feature as of Kubernetes v1.14. # noqa: E501 + + :param runtime_class_name: The runtime_class_name of this V1beta1WorkerSpec. # noqa: E501 + :type: str + """ + + self._runtime_class_name = runtime_class_name + + @property + def scheduler_name(self): + """Gets the scheduler_name of this V1beta1WorkerSpec. # noqa: E501 + + If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler. # noqa: E501 + + :return: The scheduler_name of this V1beta1WorkerSpec. # noqa: E501 + :rtype: str + """ + return self._scheduler_name + + @scheduler_name.setter + def scheduler_name(self, scheduler_name): + """Sets the scheduler_name of this V1beta1WorkerSpec. + + If specified, the pod will be dispatched by specified scheduler. If not specified, the pod will be dispatched by default scheduler. # noqa: E501 + + :param scheduler_name: The scheduler_name of this V1beta1WorkerSpec. # noqa: E501 + :type: str + """ + + self._scheduler_name = scheduler_name + + @property + def scheduling_gates(self): + """Gets the scheduling_gates of this V1beta1WorkerSpec. # noqa: E501 + + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. # noqa: E501 + + :return: The scheduling_gates of this V1beta1WorkerSpec. # noqa: E501 + :rtype: list[V1PodSchedulingGate] + """ + return self._scheduling_gates + + @scheduling_gates.setter + def scheduling_gates(self, scheduling_gates): + """Sets the scheduling_gates of this V1beta1WorkerSpec. + + SchedulingGates is an opaque list of values that if specified will block scheduling the pod. If schedulingGates is not empty, the pod will stay in the SchedulingGated state and the scheduler will not attempt to schedule the pod. SchedulingGates can only be set at pod creation time, and be removed only afterwards. This is a beta feature enabled by the PodSchedulingReadiness feature gate. # noqa: E501 + + :param scheduling_gates: The scheduling_gates of this V1beta1WorkerSpec. # noqa: E501 + :type: list[V1PodSchedulingGate] + """ + + self._scheduling_gates = scheduling_gates + + @property + def security_context(self): + """Gets the security_context of this V1beta1WorkerSpec. # noqa: E501 + + + :return: The security_context of this V1beta1WorkerSpec. # noqa: E501 + :rtype: V1PodSecurityContext + """ + return self._security_context + + @security_context.setter + def security_context(self, security_context): + """Sets the security_context of this V1beta1WorkerSpec. + + + :param security_context: The security_context of this V1beta1WorkerSpec. # noqa: E501 + :type: V1PodSecurityContext + """ + + self._security_context = security_context + + @property + def service_account(self): + """Gets the service_account of this V1beta1WorkerSpec. # noqa: E501 + + DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. # noqa: E501 + + :return: The service_account of this V1beta1WorkerSpec. # noqa: E501 + :rtype: str + """ + return self._service_account + + @service_account.setter + def service_account(self, service_account): + """Sets the service_account of this V1beta1WorkerSpec. + + DeprecatedServiceAccount is a depreciated alias for ServiceAccountName. Deprecated: Use serviceAccountName instead. # noqa: E501 + + :param service_account: The service_account of this V1beta1WorkerSpec. # noqa: E501 + :type: str + """ + + self._service_account = service_account + + @property + def service_account_name(self): + """Gets the service_account_name of this V1beta1WorkerSpec. # noqa: E501 + + ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ # noqa: E501 + + :return: The service_account_name of this V1beta1WorkerSpec. # noqa: E501 + :rtype: str + """ + return self._service_account_name + + @service_account_name.setter + def service_account_name(self, service_account_name): + """Sets the service_account_name of this V1beta1WorkerSpec. + + ServiceAccountName is the name of the ServiceAccount to use to run this pod. More info: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/ # noqa: E501 + + :param service_account_name: The service_account_name of this V1beta1WorkerSpec. # noqa: E501 + :type: str + """ + + self._service_account_name = service_account_name + + @property + def set_hostname_as_fqdn(self): + """Gets the set_hostname_as_fqdn of this V1beta1WorkerSpec. # noqa: E501 + + If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 + + :return: The set_hostname_as_fqdn of this V1beta1WorkerSpec. # noqa: E501 + :rtype: bool + """ + return self._set_hostname_as_fqdn + + @set_hostname_as_fqdn.setter + def set_hostname_as_fqdn(self, set_hostname_as_fqdn): + """Sets the set_hostname_as_fqdn of this V1beta1WorkerSpec. + + If true the pod's hostname will be configured as the pod's FQDN, rather than the leaf name (the default). In Linux containers, this means setting the FQDN in the hostname field of the kernel (the nodename field of struct utsname). In Windows containers, this means setting the registry value of hostname for the registry key HKEY_LOCAL_MACHINE\\\\SYSTEM\\\\CurrentControlSet\\\\Services\\\\Tcpip\\\\Parameters to FQDN. If a pod does not have FQDN, this has no effect. Default to false. # noqa: E501 + + :param set_hostname_as_fqdn: The set_hostname_as_fqdn of this V1beta1WorkerSpec. # noqa: E501 + :type: bool + """ + + self._set_hostname_as_fqdn = set_hostname_as_fqdn + + @property + def share_process_namespace(self): + """Gets the share_process_namespace of this V1beta1WorkerSpec. # noqa: E501 + + Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. # noqa: E501 + + :return: The share_process_namespace of this V1beta1WorkerSpec. # noqa: E501 + :rtype: bool + """ + return self._share_process_namespace + + @share_process_namespace.setter + def share_process_namespace(self, share_process_namespace): + """Sets the share_process_namespace of this V1beta1WorkerSpec. + + Share a single process namespace between all of the containers in a pod. When this is set containers will be able to view and signal processes from other containers in the same pod, and the first process in each container will not be assigned PID 1. HostPID and ShareProcessNamespace cannot both be set. Optional: Default to false. # noqa: E501 + + :param share_process_namespace: The share_process_namespace of this V1beta1WorkerSpec. # noqa: E501 + :type: bool + """ + + self._share_process_namespace = share_process_namespace + + @property + def size(self): + """Gets the size of this V1beta1WorkerSpec. # noqa: E501 + + Configure the number of replicas in the worker set, each worker set represents the unit of scaling # noqa: E501 + + :return: The size of this V1beta1WorkerSpec. # noqa: E501 + :rtype: int + """ + return self._size + + @size.setter + def size(self, size): + """Sets the size of this V1beta1WorkerSpec. + + Configure the number of replicas in the worker set, each worker set represents the unit of scaling # noqa: E501 + + :param size: The size of this V1beta1WorkerSpec. # noqa: E501 + :type: int + """ + + self._size = size + + @property + def subdomain(self): + """Gets the subdomain of this V1beta1WorkerSpec. # noqa: E501 + + If specified, the fully qualified Pod hostname will be \"...svc.\". If not specified, the pod will not have a domainname at all. # noqa: E501 + + :return: The subdomain of this V1beta1WorkerSpec. # noqa: E501 + :rtype: str + """ + return self._subdomain + + @subdomain.setter + def subdomain(self, subdomain): + """Sets the subdomain of this V1beta1WorkerSpec. + + If specified, the fully qualified Pod hostname will be \"...svc.\". If not specified, the pod will not have a domainname at all. # noqa: E501 + + :param subdomain: The subdomain of this V1beta1WorkerSpec. # noqa: E501 + :type: str + """ + + self._subdomain = subdomain + + @property + def termination_grace_period_seconds(self): + """Gets the termination_grace_period_seconds of this V1beta1WorkerSpec. # noqa: E501 + + Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. # noqa: E501 + + :return: The termination_grace_period_seconds of this V1beta1WorkerSpec. # noqa: E501 + :rtype: int + """ + return self._termination_grace_period_seconds + + @termination_grace_period_seconds.setter + def termination_grace_period_seconds(self, termination_grace_period_seconds): + """Sets the termination_grace_period_seconds of this V1beta1WorkerSpec. + + Optional duration in seconds the pod needs to terminate gracefully. May be decreased in delete request. Value must be non-negative integer. The value zero indicates stop immediately via the kill signal (no opportunity to shut down). If this value is nil, the default grace period will be used instead. The grace period is the duration in seconds after the processes running in the pod are sent a termination signal and the time when the processes are forcibly halted with a kill signal. Set this value longer than the expected cleanup time for your process. Defaults to 30 seconds. # noqa: E501 + + :param termination_grace_period_seconds: The termination_grace_period_seconds of this V1beta1WorkerSpec. # noqa: E501 + :type: int + """ + + self._termination_grace_period_seconds = termination_grace_period_seconds + + @property + def tolerations(self): + """Gets the tolerations of this V1beta1WorkerSpec. # noqa: E501 + + If specified, the pod's tolerations. # noqa: E501 + + :return: The tolerations of this V1beta1WorkerSpec. # noqa: E501 + :rtype: list[V1Toleration] + """ + return self._tolerations + + @tolerations.setter + def tolerations(self, tolerations): + """Sets the tolerations of this V1beta1WorkerSpec. + + If specified, the pod's tolerations. # noqa: E501 + + :param tolerations: The tolerations of this V1beta1WorkerSpec. # noqa: E501 + :type: list[V1Toleration] + """ + + self._tolerations = tolerations + + @property + def topology_spread_constraints(self): + """Gets the topology_spread_constraints of this V1beta1WorkerSpec. # noqa: E501 + + TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed. # noqa: E501 + + :return: The topology_spread_constraints of this V1beta1WorkerSpec. # noqa: E501 + :rtype: list[V1TopologySpreadConstraint] + """ + return self._topology_spread_constraints + + @topology_spread_constraints.setter + def topology_spread_constraints(self, topology_spread_constraints): + """Sets the topology_spread_constraints of this V1beta1WorkerSpec. + + TopologySpreadConstraints describes how a group of pods ought to spread across topology domains. Scheduler will schedule pods in a way which abides by the constraints. All topologySpreadConstraints are ANDed. # noqa: E501 + + :param topology_spread_constraints: The topology_spread_constraints of this V1beta1WorkerSpec. # noqa: E501 + :type: list[V1TopologySpreadConstraint] + """ + + self._topology_spread_constraints = topology_spread_constraints + + @property + def volumes(self): + """Gets the volumes of this V1beta1WorkerSpec. # noqa: E501 + + List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes # noqa: E501 + + :return: The volumes of this V1beta1WorkerSpec. # noqa: E501 + :rtype: list[V1Volume] + """ + return self._volumes + + @volumes.setter + def volumes(self, volumes): + """Sets the volumes of this V1beta1WorkerSpec. + + List of volumes that can be mounted by containers belonging to the pod. More info: https://kubernetes.io/docs/concepts/storage/volumes # noqa: E501 + + :param volumes: The volumes of this V1beta1WorkerSpec. # noqa: E501 + :type: list[V1Volume] + """ + + self._volumes = volumes + + def to_dict(self): + """Returns the model properties as a dict""" + result = {} + + for attr, _ in six.iteritems(self.openapi_types): + value = getattr(self, attr) + if isinstance(value, list): + result[attr] = list(map( + lambda x: x.to_dict() if hasattr(x, "to_dict") else x, + value + )) + elif hasattr(value, "to_dict"): + result[attr] = value.to_dict() + elif isinstance(value, dict): + result[attr] = dict(map( + lambda item: (item[0], item[1].to_dict()) + if hasattr(item[1], "to_dict") else item, + value.items() + )) + else: + result[attr] = value + + return result + + def to_str(self): + """Returns the string representation of the model""" + return pprint.pformat(self.to_dict()) + + def __repr__(self): + """For `print` and `pprint`""" + return self.to_str() + + def __eq__(self, other): + """Returns true if both objects are equal""" + if not isinstance(other, V1beta1WorkerSpec): + return False + + return self.to_dict() == other.to_dict() + + def __ne__(self, other): + """Returns true if both objects are not equal""" + if not isinstance(other, V1beta1WorkerSpec): + return True + + return self.to_dict() != other.to_dict() diff --git a/python/kserve/kserve/protocol/dataplane.py b/python/kserve/kserve/protocol/dataplane.py index 899fdbc93f1..dc39eae0aff 100644 --- a/python/kserve/kserve/protocol/dataplane.py +++ b/python/kserve/kserve/protocol/dataplane.py @@ -14,19 +14,21 @@ import time from importlib import metadata -from typing import Dict, Optional, Tuple, Union +from typing import Dict, Optional, Tuple, Union, cast +from inspect import iscoroutinefunction import cloudevents.exceptions as ce import orjson from cloudevents.http import CloudEvent, from_http from cloudevents.sdk.converters.util import has_binary_headers -from ray.serve.handle import DeploymentHandle +from .rest.v2_datamodels import InferenceRequest from ..constants import constants +from ..constants.constants import INFERENCE_CONTENT_LENGTH_HEADER, PredictorProtocol from ..errors import InvalidInput, ModelNotFound from ..logging import logger -from ..model import InferenceVerb, Model +from ..model import InferenceVerb, BaseKServeModel, InferenceModel from ..model_repository import ModelRepository from ..utils.utils import create_response_cloudevent, is_structured_cloudevent from .infer_type import InferRequest, InferResponse @@ -36,16 +38,9 @@ "application/json", "application/cloudevents+json", "application/ld+json", + "application/octet-stream", ] -# RayServeHandle used to be the return type of serve.run. -# RayServeSyncHandle has been the return type of serve.run since Ray 2.5. -# DeploymentHandle will be the new return type (still under feature flag in Ray 2.7). -# ref https://github.com/ray-project/ray/pull/37817 -# On Ray 2.10, it now returns DeploymentHandle: -# https://docs.ray.io/en/latest/serve/api/index.html#deployment-handles -ModelHandleType = Union[Model, DeploymentHandle] - class DataPlane: """KServe DataPlane""" @@ -62,14 +57,14 @@ def __init__(self, model_registry: ModelRepository): def model_registry(self): return self._model_registry - def get_model_from_registry(self, name: str) -> ModelHandleType: + def get_model_from_registry(self, name: str) -> BaseKServeModel: model = self._model_registry.get_model(name) if model is None: raise ModelNotFound(name) return model - def get_model(self, name: str) -> ModelHandleType: + async def get_model(self, name: str) -> BaseKServeModel: """Get the model instance with the given name. Args: @@ -81,7 +76,8 @@ def get_model(self, name: str) -> ModelHandleType: model = self._model_registry.get_model(name) if model is None: raise ModelNotFound(name) - if not self._model_registry.is_model_ready(name): + is_ready = await self._model_registry.is_model_ready(name) + if not is_ready: model.load() return model @@ -182,12 +178,20 @@ async def model_metadata(self, model_name: str) -> Dict: # TODO: model versioning is not supported yet model = self.get_model_from_registry(model_name) - if isinstance(model, DeploymentHandle): - input_types = await model.get_input_types.remote() - output_types = await model.get_output_types.remote() - else: - input_types = model.get_input_types() - output_types = model.get_output_types() + if not isinstance(model, InferenceModel): + raise ValueError( + f"Model of type {type(model).__name__} does not support inference" + ) + input_types = ( + await model.get_input_types() + if iscoroutinefunction(model.get_input_types) + else model.get_input_types() + ) + output_types = ( + await model.get_output_types() + if iscoroutinefunction(model.get_output_types) + else model.get_output_types() + ) return { "name": model_name, @@ -207,7 +211,7 @@ async def ready() -> bool: """ return True - def model_ready(self, model_name: str) -> bool: + async def model_ready(self, model_name: str) -> bool: """Check if a model is ready. Args: @@ -222,13 +226,24 @@ def model_ready(self, model_name: str) -> bool: if self._model_registry.get_model(model_name) is None: raise ModelNotFound(model_name) - return self._model_registry.is_model_ready(model_name) + return await self._model_registry.is_model_ready(model_name) - def decode(self, body, headers) -> Tuple[Union[Dict, InferRequest], Dict]: + def decode( + self, + body, + headers, + protocol_version: str = PredictorProtocol.REST_V1.value, + model_name: str = None, + ) -> Tuple[Union[Dict, InferRequest], Dict]: t1 = time.time() attributes = {} if isinstance(body, InferRequest): return body, attributes + elif isinstance(body, InferenceRequest) or ( + protocol_version.lower() == PredictorProtocol.REST_V2.value + and isinstance(body, bytes) + ): + return self.decode_inference_request(body, headers, model_name), attributes if headers: if has_binary_headers(headers): # returns CloudEvent @@ -238,13 +253,7 @@ def decode(self, body, headers) -> Tuple[Union[Dict, InferRequest], Dict]: and headers["content-type"] not in JSON_HEADERS ): return body, attributes - else: - if type(body) is bytes: - try: - body = orjson.loads(body) - except orjson.JSONDecodeError as e: - raise InvalidInput(f"Unrecognized request format: {e}") - elif type(body) is bytes: + if type(body) is bytes: try: body = orjson.loads(body) except orjson.JSONDecodeError as e: @@ -280,15 +289,35 @@ def decode_cloudevent(self, body) -> Tuple[Union[Dict, InferRequest], Dict]: del attributes["data"] return decoded_body, attributes + def decode_inference_request( + self, body: Union[bytes, InferenceRequest], headers: Dict, model_name: str + ) -> InferRequest: + if isinstance(body, bytes): + json_length = headers.get(INFERENCE_CONTENT_LENGTH_HEADER, None) + if json_length is None: + raise InvalidInput( + f"received byte inputs, but the" + f"'{INFERENCE_CONTENT_LENGTH_HEADER}' header is missing." + ) + return InferRequest.from_bytes(body, int(json_length), model_name) + else: + return InferRequest.from_inference_request(body, model_name) + def encode( - self, model_name, response, headers, req_attributes: Dict + self, + model_name, + response, + headers, + req_attributes: Dict, ) -> Tuple[Dict, Dict[str, str]]: response_headers = {} # if we received a cloudevent, then also return a cloudevent is_cloudevent = False is_binary_cloudevent = False if isinstance(response, InferResponse): - response = response.to_rest() + response, json_size = response.to_rest() + if json_size is not None: + response_headers[INFERENCE_CONTENT_LENGTH_HEADER] = str(json_size) if headers: if has_binary_headers(headers): is_cloudevent = True @@ -333,15 +362,19 @@ async def infer( .. _CloudEvent: https://cloudevents.io/ """ # call model locally or remote model workers - model = self.get_model(model_name) + response_headers = {} + model = await self.get_model(model_name) if isinstance(model, OpenAIModel): error_msg = f"Model {model_name} is of type OpenAIModel. It does not support the infer method." raise InvalidInput(reason=error_msg) - if isinstance(model, DeploymentHandle): - response = await model.remote(request, headers=headers) - else: - response = await model(request, headers=headers) - return response, headers + if not isinstance(model, InferenceModel): + raise ValueError( + f"Model of type {type(model).__name__} does not support inference" + ) + model = cast(InferenceModel, model) + response, res_headers = await model(request, headers=headers) + response_headers.update(res_headers) + return response, response_headers async def explain( self, @@ -363,14 +396,19 @@ async def explain( InvalidInput: An error when the body bytes can't be decoded as JSON. """ # call model locally or remote model workers - model = self.get_model(model_name) + response_headers = headers if headers else {} + model = await self.get_model(model_name) if isinstance(model, OpenAIModel): logger.warning( f"Model {model_name} is of type OpenAIModel. It does not support the explain method." " A request exercised this path and will cause a server crash." ) - if isinstance(model, DeploymentHandle): - response = await model.remote(request, verb=InferenceVerb.EXPLAIN) - else: - response = await model(request, verb=InferenceVerb.EXPLAIN) - return response, headers + if not isinstance(model, InferenceModel): + raise ValueError( + f"Model of type {type(model).__name__} does not support inference" + ) + response, res_headers = await model( + request, verb=InferenceVerb.EXPLAIN, headers=headers + ) + response_headers.update(res_headers) + return response, response_headers diff --git a/python/kserve/kserve/protocol/grpc/grpc_predict_v2_pb2.py b/python/kserve/kserve/protocol/grpc/grpc_predict_v2_pb2.py index 003c2430eda..799d0fd9b0c 100644 --- a/python/kserve/kserve/protocol/grpc/grpc_predict_v2_pb2.py +++ b/python/kserve/kserve/protocol/grpc/grpc_predict_v2_pb2.py @@ -1,4 +1,4 @@ -# Copyright 2022 The KServe Authors. +# Copyright 2023 The KServe Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -16,10 +16,9 @@ # Generated by the protocol buffer compiler. DO NOT EDIT! # source: grpc_predict_v2.proto """Generated protocol buffer code.""" +from google.protobuf.internal import builder as _builder from google.protobuf import descriptor as _descriptor from google.protobuf import descriptor_pool as _descriptor_pool -from google.protobuf import message as _message -from google.protobuf import reflection as _reflection from google.protobuf import symbol_database as _symbol_database # @@protoc_insertion_point(imports) @@ -30,234 +29,8 @@ DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x15grpc_predict_v2.proto\x12\tinference\"\x13\n\x11ServerLiveRequest\"\"\n\x12ServerLiveResponse\x12\x0c\n\x04live\x18\x01 \x01(\x08\"\x14\n\x12ServerReadyRequest\"$\n\x13ServerReadyResponse\x12\r\n\x05ready\x18\x01 \x01(\x08\"2\n\x11ModelReadyRequest\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0f\n\x07version\x18\x02 \x01(\t\"#\n\x12ModelReadyResponse\x12\r\n\x05ready\x18\x01 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DESCRIPTOR.message_types_by_name['ServerMetadataResponse'] -_MODELMETADATAREQUEST = DESCRIPTOR.message_types_by_name['ModelMetadataRequest'] -_MODELMETADATARESPONSE = DESCRIPTOR.message_types_by_name['ModelMetadataResponse'] -_MODELMETADATARESPONSE_TENSORMETADATA = _MODELMETADATARESPONSE.nested_types_by_name['TensorMetadata'] -_MODELINFERREQUEST = DESCRIPTOR.message_types_by_name['ModelInferRequest'] -_MODELINFERREQUEST_INFERINPUTTENSOR = _MODELINFERREQUEST.nested_types_by_name['InferInputTensor'] -_MODELINFERREQUEST_INFERINPUTTENSOR_PARAMETERSENTRY = _MODELINFERREQUEST_INFERINPUTTENSOR.nested_types_by_name['ParametersEntry'] -_MODELINFERREQUEST_INFERREQUESTEDOUTPUTTENSOR = _MODELINFERREQUEST.nested_types_by_name['InferRequestedOutputTensor'] -_MODELINFERREQUEST_INFERREQUESTEDOUTPUTTENSOR_PARAMETERSENTRY = _MODELINFERREQUEST_INFERREQUESTEDOUTPUTTENSOR.nested_types_by_name['ParametersEntry'] -_MODELINFERREQUEST_PARAMETERSENTRY = _MODELINFERREQUEST.nested_types_by_name['ParametersEntry'] -_MODELINFERRESPONSE = DESCRIPTOR.message_types_by_name['ModelInferResponse'] -_MODELINFERRESPONSE_INFEROUTPUTTENSOR = _MODELINFERRESPONSE.nested_types_by_name['InferOutputTensor'] -_MODELINFERRESPONSE_INFEROUTPUTTENSOR_PARAMETERSENTRY = _MODELINFERRESPONSE_INFEROUTPUTTENSOR.nested_types_by_name['ParametersEntry'] -_MODELINFERRESPONSE_PARAMETERSENTRY = _MODELINFERRESPONSE.nested_types_by_name['ParametersEntry'] -_INFERPARAMETER = DESCRIPTOR.message_types_by_name['InferParameter'] -_INFERTENSORCONTENTS = DESCRIPTOR.message_types_by_name['InferTensorContents'] -_REPOSITORYMODELLOADREQUEST = DESCRIPTOR.message_types_by_name['RepositoryModelLoadRequest'] -_REPOSITORYMODELLOADRESPONSE = DESCRIPTOR.message_types_by_name['RepositoryModelLoadResponse'] -_REPOSITORYMODELUNLOADREQUEST = DESCRIPTOR.message_types_by_name['RepositoryModelUnloadRequest'] -_REPOSITORYMODELUNLOADRESPONSE = DESCRIPTOR.message_types_by_name['RepositoryModelUnloadResponse'] -ServerLiveRequest = _reflection.GeneratedProtocolMessageType('ServerLiveRequest', (_message.Message,), { - 'DESCRIPTOR' : _SERVERLIVEREQUEST, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ServerLiveRequest) - }) -_sym_db.RegisterMessage(ServerLiveRequest) - -ServerLiveResponse = _reflection.GeneratedProtocolMessageType('ServerLiveResponse', (_message.Message,), { - 'DESCRIPTOR' : _SERVERLIVERESPONSE, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ServerLiveResponse) - }) -_sym_db.RegisterMessage(ServerLiveResponse) - -ServerReadyRequest = _reflection.GeneratedProtocolMessageType('ServerReadyRequest', (_message.Message,), { - 'DESCRIPTOR' : _SERVERREADYREQUEST, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ServerReadyRequest) - }) -_sym_db.RegisterMessage(ServerReadyRequest) - -ServerReadyResponse = _reflection.GeneratedProtocolMessageType('ServerReadyResponse', (_message.Message,), { - 'DESCRIPTOR' : _SERVERREADYRESPONSE, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ServerReadyResponse) - }) -_sym_db.RegisterMessage(ServerReadyResponse) - -ModelReadyRequest = _reflection.GeneratedProtocolMessageType('ModelReadyRequest', (_message.Message,), { - 'DESCRIPTOR' : _MODELREADYREQUEST, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ModelReadyRequest) - }) -_sym_db.RegisterMessage(ModelReadyRequest) - -ModelReadyResponse = _reflection.GeneratedProtocolMessageType('ModelReadyResponse', (_message.Message,), { - 'DESCRIPTOR' : _MODELREADYRESPONSE, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ModelReadyResponse) - }) -_sym_db.RegisterMessage(ModelReadyResponse) - -ServerMetadataRequest = _reflection.GeneratedProtocolMessageType('ServerMetadataRequest', (_message.Message,), { - 'DESCRIPTOR' : _SERVERMETADATAREQUEST, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ServerMetadataRequest) - }) -_sym_db.RegisterMessage(ServerMetadataRequest) - -ServerMetadataResponse = _reflection.GeneratedProtocolMessageType('ServerMetadataResponse', (_message.Message,), { - 'DESCRIPTOR' : _SERVERMETADATARESPONSE, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ServerMetadataResponse) - }) -_sym_db.RegisterMessage(ServerMetadataResponse) - -ModelMetadataRequest = _reflection.GeneratedProtocolMessageType('ModelMetadataRequest', (_message.Message,), { - 'DESCRIPTOR' : _MODELMETADATAREQUEST, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ModelMetadataRequest) - }) -_sym_db.RegisterMessage(ModelMetadataRequest) - -ModelMetadataResponse = _reflection.GeneratedProtocolMessageType('ModelMetadataResponse', (_message.Message,), { - - 'TensorMetadata' : _reflection.GeneratedProtocolMessageType('TensorMetadata', (_message.Message,), { - 'DESCRIPTOR' : _MODELMETADATARESPONSE_TENSORMETADATA, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ModelMetadataResponse.TensorMetadata) - }) - , - 'DESCRIPTOR' : _MODELMETADATARESPONSE, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ModelMetadataResponse) - }) -_sym_db.RegisterMessage(ModelMetadataResponse) -_sym_db.RegisterMessage(ModelMetadataResponse.TensorMetadata) - -ModelInferRequest = _reflection.GeneratedProtocolMessageType('ModelInferRequest', (_message.Message,), { - - 'InferInputTensor' : _reflection.GeneratedProtocolMessageType('InferInputTensor', (_message.Message,), { - - 'ParametersEntry' : _reflection.GeneratedProtocolMessageType('ParametersEntry', (_message.Message,), { - 'DESCRIPTOR' : _MODELINFERREQUEST_INFERINPUTTENSOR_PARAMETERSENTRY, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ModelInferRequest.InferInputTensor.ParametersEntry) - }) - , - 'DESCRIPTOR' : _MODELINFERREQUEST_INFERINPUTTENSOR, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ModelInferRequest.InferInputTensor) - }) - , - - 'InferRequestedOutputTensor' : _reflection.GeneratedProtocolMessageType('InferRequestedOutputTensor', (_message.Message,), { - - 'ParametersEntry' : _reflection.GeneratedProtocolMessageType('ParametersEntry', (_message.Message,), { - 'DESCRIPTOR' : _MODELINFERREQUEST_INFERREQUESTEDOUTPUTTENSOR_PARAMETERSENTRY, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ModelInferRequest.InferRequestedOutputTensor.ParametersEntry) - }) - , - 'DESCRIPTOR' : _MODELINFERREQUEST_INFERREQUESTEDOUTPUTTENSOR, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ModelInferRequest.InferRequestedOutputTensor) - }) - , - - 'ParametersEntry' : _reflection.GeneratedProtocolMessageType('ParametersEntry', (_message.Message,), { - 'DESCRIPTOR' : _MODELINFERREQUEST_PARAMETERSENTRY, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ModelInferRequest.ParametersEntry) - }) - , - 'DESCRIPTOR' : _MODELINFERREQUEST, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ModelInferRequest) - }) -_sym_db.RegisterMessage(ModelInferRequest) -_sym_db.RegisterMessage(ModelInferRequest.InferInputTensor) -_sym_db.RegisterMessage(ModelInferRequest.InferInputTensor.ParametersEntry) -_sym_db.RegisterMessage(ModelInferRequest.InferRequestedOutputTensor) -_sym_db.RegisterMessage(ModelInferRequest.InferRequestedOutputTensor.ParametersEntry) -_sym_db.RegisterMessage(ModelInferRequest.ParametersEntry) - -ModelInferResponse = _reflection.GeneratedProtocolMessageType('ModelInferResponse', (_message.Message,), { - - 'InferOutputTensor' : _reflection.GeneratedProtocolMessageType('InferOutputTensor', (_message.Message,), { - - 'ParametersEntry' : _reflection.GeneratedProtocolMessageType('ParametersEntry', (_message.Message,), { - 'DESCRIPTOR' : _MODELINFERRESPONSE_INFEROUTPUTTENSOR_PARAMETERSENTRY, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ModelInferResponse.InferOutputTensor.ParametersEntry) - }) - , - 'DESCRIPTOR' : _MODELINFERRESPONSE_INFEROUTPUTTENSOR, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ModelInferResponse.InferOutputTensor) - }) - , - - 'ParametersEntry' : _reflection.GeneratedProtocolMessageType('ParametersEntry', (_message.Message,), { - 'DESCRIPTOR' : _MODELINFERRESPONSE_PARAMETERSENTRY, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ModelInferResponse.ParametersEntry) - }) - , - 'DESCRIPTOR' : _MODELINFERRESPONSE, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.ModelInferResponse) - }) -_sym_db.RegisterMessage(ModelInferResponse) -_sym_db.RegisterMessage(ModelInferResponse.InferOutputTensor) -_sym_db.RegisterMessage(ModelInferResponse.InferOutputTensor.ParametersEntry) -_sym_db.RegisterMessage(ModelInferResponse.ParametersEntry) - -InferParameter = _reflection.GeneratedProtocolMessageType('InferParameter', (_message.Message,), { - 'DESCRIPTOR' : _INFERPARAMETER, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.InferParameter) - }) -_sym_db.RegisterMessage(InferParameter) - -InferTensorContents = _reflection.GeneratedProtocolMessageType('InferTensorContents', (_message.Message,), { - 'DESCRIPTOR' : _INFERTENSORCONTENTS, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.InferTensorContents) - }) -_sym_db.RegisterMessage(InferTensorContents) - -RepositoryModelLoadRequest = _reflection.GeneratedProtocolMessageType('RepositoryModelLoadRequest', (_message.Message,), { - 'DESCRIPTOR' : _REPOSITORYMODELLOADREQUEST, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.RepositoryModelLoadRequest) - }) -_sym_db.RegisterMessage(RepositoryModelLoadRequest) - -RepositoryModelLoadResponse = _reflection.GeneratedProtocolMessageType('RepositoryModelLoadResponse', (_message.Message,), { - 'DESCRIPTOR' : _REPOSITORYMODELLOADRESPONSE, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.RepositoryModelLoadResponse) - }) -_sym_db.RegisterMessage(RepositoryModelLoadResponse) - -RepositoryModelUnloadRequest = _reflection.GeneratedProtocolMessageType('RepositoryModelUnloadRequest', (_message.Message,), { - 'DESCRIPTOR' : _REPOSITORYMODELUNLOADREQUEST, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.RepositoryModelUnloadRequest) - }) -_sym_db.RegisterMessage(RepositoryModelUnloadRequest) - -RepositoryModelUnloadResponse = _reflection.GeneratedProtocolMessageType('RepositoryModelUnloadResponse', (_message.Message,), { - 'DESCRIPTOR' : _REPOSITORYMODELUNLOADRESPONSE, - '__module__' : 'grpc_predict_v2_pb2' - # @@protoc_insertion_point(class_scope:inference.RepositoryModelUnloadResponse) - }) -_sym_db.RegisterMessage(RepositoryModelUnloadResponse) - -_GRPCINFERENCESERVICE = DESCRIPTOR.services_by_name['GRPCInferenceService'] +_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, globals()) +_builder.BuildTopDescriptorsAndMessages(DESCRIPTOR, 'grpc_predict_v2_pb2', globals()) if _descriptor._USE_C_DESCRIPTORS == False: DESCRIPTOR._options = None diff --git a/python/kserve/kserve/protocol/grpc/grpc_predict_v2_pb2_grpc.py b/python/kserve/kserve/protocol/grpc/grpc_predict_v2_pb2_grpc.py index 54d73d30096..60cc465653d 100644 --- a/python/kserve/kserve/protocol/grpc/grpc_predict_v2_pb2_grpc.py +++ b/python/kserve/kserve/protocol/grpc/grpc_predict_v2_pb2_grpc.py @@ -1,4 +1,4 @@ -# Copyright 2022 The KServe Authors. +# Copyright 2023 The KServe Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -16,7 +16,7 @@ """Client and server classes corresponding to protobuf-defined services.""" import grpc -import kserve.protocol.grpc.grpc_predict_v2_pb2 as grpc__predict__v2__pb2 +from kserve.protocol.grpc import grpc_predict_v2_pb2 as grpc__predict__v2__pb2 class GRPCInferenceServiceStub(object): diff --git a/python/kserve/kserve/protocol/grpc/server.py b/python/kserve/kserve/protocol/grpc/server.py index 6926ab14569..19868feda08 100644 --- a/python/kserve/kserve/protocol/grpc/server.py +++ b/python/kserve/kserve/protocol/grpc/server.py @@ -26,8 +26,6 @@ from .interceptors import LoggingInterceptor from .servicer import InferenceServicer -MAX_GRPC_MESSAGE_LENGTH = 8388608 - class GRPCServer: def __init__( @@ -35,11 +33,13 @@ def __init__( port: int, data_plane: DataPlane, model_repository_extension: ModelRepositoryExtension, + kwargs: dict, ): self._port = port self._data_plane = data_plane self._model_repository_extension = model_repository_extension self._server = None + self._kwargs = kwargs async def start(self, max_workers): inference_servicer = InferenceServicer( @@ -49,9 +49,14 @@ async def start(self, max_workers): futures.ThreadPoolExecutor(max_workers=max_workers), interceptors=(LoggingInterceptor(),), options=[ - ("grpc.max_message_length", MAX_GRPC_MESSAGE_LENGTH), - ("grpc.max_send_message_length", MAX_GRPC_MESSAGE_LENGTH), - ("grpc.max_receive_message_length", MAX_GRPC_MESSAGE_LENGTH), + ( + "grpc.max_send_message_length", + self._kwargs.get("grpc_max_send_message_length"), + ), + ( + "grpc.max_receive_message_length", + self._kwargs.get("grpc_max_receive_message_length"), + ), ], ) grpc_predict_v2_pb2_grpc.add_GRPCInferenceServiceServicer_to_server( @@ -65,9 +70,10 @@ async def start(self, max_workers): await self._server.wait_for_termination() async def stop(self, sig: int = None): - logger.info("Waiting for gRPC server shutdown") - await self._server.stop(grace=10) - logger.info("gRPC server shutdown complete") + if self._server: + logger.info("Waiting for gRPC server shutdown") + await self._server.stop(grace=10) + logger.info("gRPC server shutdown complete") class GRPCProcess(multiprocessing.Process): diff --git a/python/kserve/kserve/protocol/grpc/servicer.py b/python/kserve/kserve/protocol/grpc/servicer.py index c2455803f21..c5b0b17994d 100644 --- a/python/kserve/kserve/protocol/grpc/servicer.py +++ b/python/kserve/kserve/protocol/grpc/servicer.py @@ -75,7 +75,7 @@ async def ServerReady( async def ModelReady( self, request: pb.ModelReadyRequest, context ) -> pb.ModelReadyResponse: - is_ready = self._data_plane.model_ready(model_name=request.name) + is_ready = await self._data_plane.model_ready(model_name=request.name) return pb.ModelReadyResponse(ready=is_ready) async def ModelMetadata( diff --git a/python/kserve/kserve/protocol/infer_type.py b/python/kserve/kserve/protocol/infer_type.py index 4fa79216a99..129302c0f18 100644 --- a/python/kserve/kserve/protocol/infer_type.py +++ b/python/kserve/kserve/protocol/infer_type.py @@ -13,14 +13,15 @@ # limitations under the License. import struct -from typing import Optional, List, Dict, Union +from typing import Optional, List, Dict, Union, Tuple import numpy as np +import orjson import pandas as pd import uuid - from google.protobuf.internal.containers import MessageMap +from .rest.v2_datamodels import InferenceRequest from ..constants.constants import GRPC_CONTENT_DATATYPE_MAPPINGS from ..errors import InvalidInput, InferenceError from ..protocol.grpc.grpc_predict_v2_pb2 import ( @@ -169,6 +170,15 @@ def data(self) -> Union[List, np.ndarray, InferTensorContents]: """ return self._data + @data.setter + def data(self, data: List): + """Set the data of the inference input associated with this object. + + Args: + data: data of the inference input. + """ + self._data = data + @property def shape(self) -> List[int]: """Get the shape of inference input associated with this object. @@ -187,7 +197,19 @@ def parameters(self) -> Union[Dict, MessageMap[str, InferParameter], None]: """ return self._parameters - def set_shape(self, shape: List[int]): + @parameters.setter + def parameters( + self, params: Optional[Union[Dict, MessageMap[str, InferParameter]]] + ): + """Set the parameters of the inference input associated with this object. + + Args: + params: parameters of the inference input + """ + self._parameters = params + + @shape.setter + def shape(self, shape: List[int]): """Set the shape of inference input. Args: @@ -196,6 +218,15 @@ def set_shape(self, shape: List[int]): self._shape = shape def as_string(self) -> List[List[str]]: + """ + Decodes the inference input data as a list of strings. + + Returns: + List[List[str]]: The decoded data as a list of strings. + + Raises: + InvalidInput: If the datatype of the inference input is not 'BYTES'. + """ if self.datatype == "BYTES": return [s.decode("utf-8") for li in self._data for s in li] else: @@ -206,6 +237,8 @@ def as_numpy(self) -> np.ndarray: Returns: A numpy array of the inference input data + Raises: + InvalidInput: If the datatype of the inference input is not recognized. """ dtype = to_np_dtype(self.datatype) if dtype is None: @@ -317,8 +350,35 @@ def __eq__(self, other): return False if self.data != other.data: return False + if self._raw_data != other._raw_data: + return False return True + @parameters.setter + def parameters(self, value): + self._parameters = value + + def to_dict(self) -> dict: + return { + "name": self.name, + "shape": self.shape, + "datatype": self.datatype, + "data": self.data, + "parameters": self.parameters, + } + + def __repr__(self) -> str: + return ( + f'"name": "{self.name}",' + f'"shape": {self.shape},' + f'"datatype": "{self.datatype}",' + f'"data": {self.data},' + f'"parameters": {self.parameters}' + ) + + def __str__(self) -> str: + return self.__repr__() + def get_content(datatype: str, data: InferTensorContents): if datatype == "BOOL": @@ -344,6 +404,79 @@ def get_content(datatype: str, data: InferTensorContents): raise InvalidInput("invalid content type") +class RequestedOutput: + def __init__(self, name: str, parameters: Optional[Dict] = None): + """ + The RequestedOutput class represents an output that is requested as part of an inference request. + + Args: + name (str): The name of the output. + parameters (Optional[Dict]): Additional parameters for the output. + """ + self._name = name + self._parameters = parameters + + @property + def name(self) -> str: + """ + Get the name of the output. + + Returns: + str: The name of the output. + """ + return self._name + + @property + def parameters(self) -> Optional[Dict]: + """ + Get the additional parameters for the output. + + Returns: + Optional[Dict]: The additional parameters for the output. + """ + return self._parameters + + @parameters.setter + def parameters( + self, params: Optional[Union[Dict, MessageMap[str, InferParameter]]] + ): + """Set the parameters of the inference input associated with this object. + + Args: + params: parameters of the inference input + """ + self._parameters = params + + @property + def binary_data(self) -> Optional[bool]: + """Get the binary_data attribute from the parameters. + This attribute indicates whether the data for the input should be in binary format. + + Returns: + bool or None: True if the data should be in binary format, False otherwise. + If the binary_data attribute is not set, returns None. + """ + if self.parameters and "binary_data" in self.parameters: + return self.parameters["binary_data"] + else: + return None + + def __eq__(self, other): + if not isinstance(other, RequestedOutput): + return False + if self.name != other.name: + return False + if self.parameters != other.parameters: + return False + return True + + def __repr__(self): + return f"RequestedOutput(name={self.name}, parameters={self.parameters})" + + def __str__(self): + return self.__repr__() + + class InferRequest: id: Optional[str] model_name: str @@ -359,6 +492,7 @@ def __init__( raw_inputs=None, from_grpc: Optional[bool] = False, parameters: Optional[Union[Dict, MessageMap[str, InferParameter]]] = None, + request_outputs: Optional[List[RequestedOutput]] = None, ): """InferRequest Data Model. @@ -369,6 +503,7 @@ def __init__( raw_inputs: The binary data for the inference inputs. from_grpc: Indicate if the data model is constructed from gRPC request. parameters: The additional inference parameters. + request_outputs: The output tensors requested for this inference. """ self.id = request_id @@ -381,28 +516,64 @@ def __init__( self._use_raw_outputs = True for i, raw_input in enumerate(raw_inputs): self.inputs[i]._raw_data = raw_input + self.request_outputs = request_outputs @property def use_binary_outputs(self) -> bool: - """Whether to use binary raw outputs + """This attribute is used to determine if all the outputs should be returned as raw binary format. + For REST, + Get the binary_data_output attribute from the parameters. This will be ovverided by the individual output's 'binary_data' parameter. + For GRPC, + It is True, if the received inputs are raw_inputs, otherwise False. For GRPC, if the inputs are raw_inputs, + then the outputs should be returned as raw_outputs. + Returns: a boolean indicating whether to use binary raw outputs """ - return self._use_raw_outputs + # If the request is from gRPC and we receive the inputs as raw inputs, then the outputs should be returned as raw binary format. + if self._use_raw_outputs and self.from_grpc: + return True + # If the request is from REST and the 'use_binary_outputs' parameter is set to True, then the outputs should be returned as raw binary format. + elif self.parameters and not self.from_grpc: + # If it is a grpc request, then this configuration has no effect on the output. + return self.parameters.get("binary_data_output", False) + else: + return False @classmethod - def from_grpc(cls, request: ModelInferRequest): - """The class method to construct the InferRequest from a ModelInferRequest""" + def from_grpc(cls, request: ModelInferRequest) -> "InferRequest": + """ + Class method to construct an InferRequest object from a ModelInferRequest object. + + Args: + request (ModelInferRequest): The gRPC ModelInferRequest object to be converted. + + Returns: + InferRequest: The resulting InferRequest object. + """ infer_inputs = [ InferInput( name=input_tensor.name, shape=list(input_tensor.shape), datatype=input_tensor.datatype, data=get_content(input_tensor.datatype, input_tensor.contents), - parameters=input_tensor.parameters, + parameters=( + to_http_parameters(input_tensor.parameters) + if input_tensor.parameters + else None + ), ) for input_tensor in request.inputs ] + request_outputs = [ + RequestedOutput( + name=output.name, + parameters=( + to_http_parameters(output.parameters) if output.parameters else None + ), + ) + for output in request.outputs + ] return cls( request_id=request.id, model_name=request.model_name, @@ -410,47 +581,213 @@ def from_grpc(cls, request: ModelInferRequest): raw_inputs=request.raw_input_contents, from_grpc=True, parameters=request.parameters, + request_outputs=request_outputs if request_outputs else None, + ) + + @classmethod + def from_bytes( + cls, req_bytes: bytes, json_length: int, model_name: str + ) -> "InferRequest": + """The class method to construct the InferRequest object from REST raw request bytes. + + Args: + req_bytes (bytes): The raw InferRequest in bytes. + json_length (int): The length of the json bytes. + model_name (str): The name of the model. + + Returns: + InferRequest: The resulting InferRequest object. + + Raises: + InvalidInput: If the request format is unrecognized or if necessary fields are missing. + """ + json_bytes = req_bytes[:json_length] + try: + infer_req_dict = orjson.loads(json_bytes) + except orjson.JSONDecodeError as e: + raise InvalidInput(f"Unrecognized request format: {e}") + infer_inputs = [] + # Read the raw binary inputs appended after json + start_index = json_length + for input_ in infer_req_dict["inputs"]: + parameters = input_.get("parameters", None) + infer_input = InferInput( + name=input_["name"], + shape=input_["shape"], + datatype=input_["datatype"], + parameters=parameters, + ) + infer_input_data = input_.get("data", None) + if infer_input_data is not None: + if infer_input.datatype == "FP16": + raise InvalidInput( + f"Receiving FP16 data via JSON is not supported. Please use the binary data format " + f"for input {infer_input.name}" + ) + infer_input.data = infer_input_data + elif parameters and "binary_data_size" in parameters: + binary_data_size = parameters.get("binary_data_size", None) + if binary_data_size is None: + raise InvalidInput( + f"'binary_data_size' is not specified for input '{infer_input.name}' for model '{model_name}'" + ) + end_index = start_index + binary_data_size + infer_input._raw_data = req_bytes[start_index:end_index] + infer_input.set_data_from_numpy( + infer_input.as_numpy(), binary_data=False + ) + start_index = end_index + else: + raise InvalidInput( + f"'data' field is missing for input '{infer_input.name}' for model '{model_name}'" + ) + infer_inputs.append(infer_input) + requested_outputs = None + if infer_req_dict.get("outputs", None) is not None: + requested_outputs = [ + RequestedOutput( + name=output["name"], + parameters=output.get("parameters", None), + ) + for output in infer_req_dict["outputs"] + ] + return cls( + model_name=model_name, + request_id=infer_req_dict.get("id", None), + parameters=infer_req_dict.get("parameters", None), + infer_inputs=infer_inputs, + request_outputs=requested_outputs, + ) + + @classmethod + def from_inference_request( + cls, request: InferenceRequest, model_name: str + ) -> "InferRequest": + """The class method to construct the InferRequest object from InferenceRequest object. + + Args: + request (InferenceRequest): The InferenceRequest object. + model_name (str): The name of the model. + Returns: + InferRequest: The resulting InferRequest object. + Raises: + InvalidInput: If the request format is unrecognized. + """ + infer_inputs = [] + for infer_input in request.inputs: + if infer_input.datatype == "FP16" and len(infer_input.data) != 0: + raise InvalidInput( + f"Sending FP16 data via JSON is not supported. " + f"Please use the binary data format for input {infer_input.name}" + ) + infer_inputs.append( + InferInput( + name=infer_input.name, + shape=infer_input.shape, + datatype=infer_input.datatype, + data=infer_input.data, + parameters=( + {} if infer_input.parameters is None else infer_input.parameters + ), + ) + ) + + requested_outputs = None + if request.outputs: + requested_outputs = [ + RequestedOutput( + name=output.name, + parameters=({} if output.parameters is None else output.parameters), + ) + for output in request.outputs + ] + return cls( + request_id=request.id, + model_name=model_name, + infer_inputs=infer_inputs, + parameters=request.parameters, + request_outputs=requested_outputs, ) - def to_rest(self) -> Dict: - """Converts the InferRequest object to v2 REST InferRequest Dict. + def to_rest(self) -> Tuple[Union[bytes, Dict], Optional[int]]: + """ + Converts the InferRequest object to v2 REST InferRequest Dict or bytes. + This method is used to convert the InferRequest object into a format that can be sent over a REST API. Returns: - The InferRequest Dict converted from InferRequest object. + Tuple[Union[bytes, Dict], Optional[int]]: A tuple containing the InferRequest in bytes or Dict and the length of the JSON part of the request. + If it is dict, then the json length will be None. + + Raises: + InvalidInput: If the data is missing for an input or if both 'data' and 'raw_data' fields are set for an input. """ infer_inputs = [] + raw_inputs = [] for infer_input in self.inputs: - datatype = infer_input.datatype - if isinstance(infer_input.datatype, np.dtype): - datatype = from_np_dtype(infer_input.datatype) + if infer_input.data is None and infer_input._raw_data is None: + raise InvalidInput( + f"'data' field is missing for output '{infer_input.name}' for model '{self.model_name}'" + ) + if isinstance(infer_input.data, np.ndarray): + infer_input.set_data_from_numpy(infer_input.data, binary_data=False) + if infer_input.data and infer_input._raw_data: + raise InvalidInput( + f"Both 'data' and 'raw_data' fields are set for input '{infer_input.name}' for model '{self.model_name}'" + ) + + if infer_input.datatype == "FP16" and infer_input.data: + raise InvalidInput( + f"Sending FP16 data via JSON is not supported. Please use the binary data format for input {infer_input.name}" + ) + infer_input_dict = { "name": infer_input.name, "shape": infer_input.shape, - "datatype": datatype, + "datatype": infer_input.datatype, } if infer_input.parameters: infer_input_dict["parameters"] = to_http_parameters( infer_input.parameters ) - if isinstance(infer_input.data, np.ndarray): - infer_input.set_data_from_numpy(infer_input.data, binary_data=False) - infer_input_dict["data"] = infer_input.data + if infer_input._raw_data: + raw_inputs.append(infer_input._raw_data) else: infer_input_dict["data"] = infer_input.data infer_inputs.append(infer_input_dict) - infer_request = { + requested_outputs = [] + if self.request_outputs: + for requested_output in self.request_outputs: + requested_output_dict = { + "name": requested_output.name, + } + if requested_output.parameters: + requested_output_dict["parameters"] = to_http_parameters( + requested_output.parameters + ) + requested_outputs.append(requested_output_dict) + res = { "id": self.id if self.id else str(uuid.uuid4()), + "model_name": self.model_name, "inputs": infer_inputs, } + if requested_outputs: + res["outputs"] = requested_outputs if self.parameters: - infer_request["parameters"] = to_http_parameters(self.parameters) - return infer_request + res["parameters"] = to_http_parameters(self.parameters) + + if len(raw_inputs) != 0: + infer_response_bytes = orjson.dumps(res) + json_length = len(infer_response_bytes) + infer_response_bytes = b"".join([infer_response_bytes] + raw_inputs) + return infer_response_bytes, json_length + + return res, None def to_grpc(self) -> ModelInferRequest: """Converts the InferRequest object to gRPC ModelInferRequest type. Returns: - The ModelInferResponse gRPC type converted from InferRequest object. + ModelInferRequest gRPC type converted from InferRequest object. """ infer_inputs = [] raw_input_contents = [] @@ -484,6 +821,15 @@ def to_grpc(self) -> ModelInferRequest: else: raise InvalidInput("invalid input datatype") infer_inputs.append(infer_input_dict) + request_outputs = [] + if self.request_outputs: + for request_output in self.request_outputs: + request_output_dict = {"name": request_output.name} + if request_output.parameters: + request_output_dict["parameters"] = to_grpc_parameters( + request_output.parameters + ) + request_outputs.append(request_output_dict) return ModelInferRequest( id=self.id, @@ -491,6 +837,7 @@ def to_grpc(self) -> ModelInferRequest: inputs=infer_inputs, raw_input_contents=raw_input_contents, parameters=to_grpc_parameters(self.parameters) if self.parameters else None, + outputs=request_outputs if request_outputs else None, ) def as_dataframe(self) -> pd.DataFrame: @@ -538,8 +885,31 @@ def __eq__(self, other): return False if self.inputs != other.inputs: return False + if self.request_outputs != other.request_outputs: + return False return True + def to_dict(self) -> dict: + return { + "id": self.id, + "model_name": self.model_name, + "inputs": [infer_input.to_dict() for infer_input in self.inputs], + "parameters": self.parameters, + "from_grpc": self.from_grpc, + } + + def __repr__(self) -> str: + return ( + f'"id": "{self.id}",' + f'"model_name": "{self.model_name}",' + f'"inputs": {self.inputs.__repr__()},' + f'"parameters": {self.parameters},' + f'"from_grpc": {self.from_grpc}' + ) + + def __str__(self) -> str: + return self.__repr__() + class InferOutput: def __init__( @@ -613,6 +983,15 @@ def shape(self) -> List[int]: """ return self._shape + @shape.setter + def shape(self, shape: List[int]): + """Set the shape of inference output. + + Args: + shape: The shape of the associated inference output. + """ + self._shape = shape + @property def parameters(self) -> Union[Dict, MessageMap[str, InferParameter], None]: """Get the parameters of inference output associated with this object. @@ -624,15 +1003,11 @@ def parameters(self) -> Union[Dict, MessageMap[str, InferParameter], None]: @parameters.setter def parameters(self, params: Union[Dict, MessageMap[str, InferParameter]]): - self._parameters = params - - def set_shape(self, shape: List[int]): - """Set the shape of inference output. + """Set the parameters of inference output associated with this object. - Args: - shape: The shape of the associated inference output. + :param params: The parameters of inference output """ - self._shape = shape + self._parameters = params def as_numpy(self) -> np.ndarray: """Decode the tensor output data as numpy array. @@ -750,8 +1125,31 @@ def __eq__(self, other): return False if self.data != other.data: return False + if self._raw_data != other._raw_data: + return False return True + def to_dict(self) -> dict: + return { + "name": self.name, + "shape": self.shape, + "datatype": self.datatype, + "data": self.data, + "parameters": self.parameters, + } + + def __repr__(self) -> str: + return ( + f'"name": "{self.name}",' + f'"shape": {self.shape},' + f'"datatype": "{self.datatype}",' + f'"data": {self.data},' + f'"parameters": {self.parameters}' + ) + + def __str__(self) -> str: + return self.__repr__() + class InferResponse: id: str @@ -770,6 +1168,8 @@ def __init__( raw_outputs=None, from_grpc: Optional[bool] = False, parameters: Optional[Union[Dict, MessageMap[str, InferParameter]]] = None, + use_binary_outputs: Optional[bool] = False, + requested_outputs: Optional[List[RequestedOutput]] = None, ): """The InferResponse Data Model @@ -781,6 +1181,9 @@ def __init__( raw_outputs: The raw binary data of the inference outputs. from_grpc: Indicate if the InferResponse is constructed from a gRPC response. parameters: The additional inference parameters. + use_binary_outputs: A boolean indicating whether the data for the outputs should be in binary format when sent over REST API. + This will be overridden by the individual output's binary_data attribute. + requested_outputs: The output tensors requested for this inference. """ self.id = response_id @@ -789,13 +1192,21 @@ def __init__( self.outputs = infer_outputs self.parameters = parameters self.from_grpc = from_grpc + self._requested_outputs = requested_outputs + self._use_binary_outputs: bool = use_binary_outputs if raw_outputs: for i, raw_output in enumerate(raw_outputs): self.outputs[i]._raw_data = raw_output @classmethod def from_grpc(cls, response: ModelInferResponse) -> "InferResponse": - """The class method to construct the InferResponse object from gRPC message type.""" + """The class method to construct the InferResponse object from gRPC message type. + + Args: + response: The GRPC response as ModelInferResponse object. + Returns: + InferResponse object. + """ infer_outputs = [ InferOutput( name=output.name, @@ -817,8 +1228,14 @@ def from_grpc(cls, response: ModelInferResponse) -> "InferResponse": ) @classmethod - def from_rest(cls, model_name: str, response: Dict) -> "InferResponse": - """The class method to construct the InferResponse object from REST message type.""" + def from_rest(cls, response: Dict) -> "InferResponse": + """The class method to construct the InferResponse object from REST message type. + + Args: + response: The response as a dict. + Returns: + InferResponse object. + """ infer_outputs = [ InferOutput( name=output["name"], @@ -830,21 +1247,122 @@ def from_rest(cls, model_name: str, response: Dict) -> "InferResponse": for output in response["outputs"] ] return cls( - model_name=model_name, + model_name=response.get("model_name"), model_version=response.get("model_version", None), response_id=response.get("id", None), parameters=response.get("parameters", None), infer_outputs=infer_outputs, ) - def to_rest(self) -> Dict: - """Converts the InferResponse object to v2 REST InferResponse dict. + @classmethod + def from_bytes( + cls, + res_bytes: bytes, + json_length: int, + ) -> "InferResponse": + """ + Class method to construct an InferResponse object from raw response bytes. + This method is used to convert the raw response bytes received from a REST API into an InferResponse object. + + Args: + res_bytes (bytes): The raw response bytes received from the REST API. + json_length (int): The length of the JSON part of the response. Returns: - The InferResponse Dict. + InferResponse: The constructed InferResponse object. + + Raises: + InvalidInput: If the response format is unrecognized or if necessary fields are missing in the response. + InferenceError: if failed to set data for the output tensor. """ + # If json_length is equal to the length of the response bytes, then the response does not have + # any appended binary data after the json. + json_bytes = res_bytes[:json_length] + try: + infer_res_dict = orjson.loads(json_bytes) + except orjson.JSONDecodeError as e: + raise InvalidInput(f"Unrecognized request format: {e}") + model_name = infer_res_dict["model_name"] infer_outputs = [] - for i, infer_output in enumerate(self.outputs): + # Read the raw binary outputs appended after json + start_index = json_length + for output in infer_res_dict["outputs"]: + parameters = output.get("parameters", None) + infer_output = InferOutput( + name=output["name"], + shape=output["shape"], + datatype=output["datatype"], + parameters=parameters, + ) + if parameters and "binary_data_size" in parameters: + binary_data_size = parameters.get("binary_data_size") + end_index = start_index + binary_data_size + infer_output._raw_data = res_bytes[start_index:end_index] + infer_output.set_data_from_numpy( + infer_output.as_numpy(), binary_data=False + ) + start_index = end_index + else: + infer_output_data = output.get("data", None) + if infer_output_data is None: + raise InvalidInput( + f"'data' field is missing for output '{infer_output.name}' for model '{model_name}'" + ) + infer_output.data = infer_output_data + infer_outputs.append(infer_output) + return cls( + model_name=model_name, + response_id=infer_res_dict.get("id", None), + parameters=infer_res_dict.get("parameters", None), + infer_outputs=infer_outputs, + ) + + def to_rest(self) -> Tuple[Union[bytes, Dict], Optional[int]]: + """ + Converts the InferResponse object to v2 REST InferResponse Dict or bytes. + This method is used to convert the InferResponse object into a format that can be sent over a REST API. + + Returns: + Tuple[Union[bytes, Dict], Optional[int]]: A tuple containing the InferResponse in bytes or Dict and the length of the JSON part of the response. + If it is dict, then the json length will be None. + + Raises: + InvalidInput: If the output data is not a numpy array, bytes, or list. + """ + infer_outputs = [] + raw_outputs = [] + use_binary_data = self._use_binary_outputs + outputs = self._requested_outputs if self._requested_outputs else self.outputs + + for output in outputs: + infer_output = ( + self.get_output_by_name(output.name) + if self._requested_outputs + else output + ) + if self._requested_outputs: + use_binary_data = output.binary_data + if infer_output is None: + raise InvalidInput( + f"Unexpected inference output '{output.name}' for model '{self.model_name}'" + ) + if infer_output.data is None and infer_output._raw_data is None: + raise InvalidInput( + f"'data' field is missing for output '{infer_output.name}' for model '{self.model_name}'" + ) + if isinstance(infer_output.data, np.ndarray): + infer_output.set_data_from_numpy( + infer_output.data, binary_data=use_binary_data + ) + elif infer_output.data or infer_output._raw_data: + infer_output.set_data_from_numpy( + infer_output.as_numpy(), binary_data=use_binary_data + ) + if infer_output.datatype == "FP16" and infer_output.data: + raise InvalidInput( + f"Sending FP16 data via JSON is not supported. Please use the binary data format for output {infer_output.name}" + ) + infer_output_dict = { "name": infer_output.name, "shape": infer_output.shape, @@ -854,14 +1372,12 @@ def to_rest(self) -> Dict: infer_output_dict["parameters"] = to_http_parameters( infer_output.parameters ) - if isinstance(infer_output.data, np.ndarray): - infer_output.set_data_from_numpy(infer_output.data, binary_data=False) - infer_output_dict["data"] = infer_output.data - elif isinstance(infer_output._raw_data, bytes): - infer_output_dict["data"] = infer_output.as_numpy().tolist() + if use_binary_data: + raw_outputs.append(infer_output._raw_data) else: infer_output_dict["data"] = infer_output.data infer_outputs.append(infer_output_dict) + res = { "id": self.id, "model_name": self.model_name, @@ -870,20 +1386,30 @@ def to_rest(self) -> Dict: } if self.parameters: res["parameters"] = to_http_parameters(self.parameters) - return res + + if len(raw_outputs) != 0: + infer_response_bytes = orjson.dumps(res) + json_length = len(infer_response_bytes) + infer_response_bytes = b"".join([infer_response_bytes] + raw_outputs) + return infer_response_bytes, json_length + + return res, None def to_grpc(self) -> ModelInferResponse: """Converts the InferResponse object to gRPC ModelInferResponse type. Returns: The ModelInferResponse gRPC message. + Raises: + InvalidInput: If the output data is not a List or if the datatype is invalid. """ infer_outputs = [] raw_output_contents = [] - use_raw_outputs = False - # If FP16 datatype is present in the outputs use raw outputs. - if _contains_fp16_datatype(self): - use_raw_outputs = True + use_raw_outputs = self._use_binary_outputs + if not self._use_binary_outputs: + # If FP16 datatype is present in the outputs use raw outputs. + if _contains_fp16_datatype(self): + use_raw_outputs = True for infer_output in self.outputs: if ( use_raw_outputs @@ -963,6 +1489,27 @@ def __eq__(self, other): return False return True + def to_dict(self) -> dict: + return { + "id": self.id, + "model_name": self.model_name, + "outputs": [infer_output.to_dict() for infer_output in self.outputs], + "parameters": self.parameters, + "from_grpc": self.from_grpc, + } + + def __repr__(self) -> str: + return ( + f'"id": "{self.id}",' + f'"model_name": "{self.model_name}",' + f'"outputs": {self.outputs.__repr__()},' + f'"parameters": {self.parameters},' + f'"from_grpc": {self.from_grpc}' + ) + + def __str__(self) -> str: + return self.__repr__() + def to_grpc_parameters( parameters: Union[Dict[str, Union[str, bool, int]], MessageMap[str, InferParameter]] diff --git a/python/kserve/kserve/protocol/model_repository_extension.py b/python/kserve/kserve/protocol/model_repository_extension.py index 9ecbca92e1a..4b946c73ba4 100644 --- a/python/kserve/kserve/protocol/model_repository_extension.py +++ b/python/kserve/kserve/protocol/model_repository_extension.py @@ -33,7 +33,7 @@ class ModelRepositoryExtension: def __init__(self, model_registry: ModelRepository): self._model_registry = model_registry - def index(self, filter_ready: Optional[bool] = False) -> List[Dict[str, str]]: + async def index(self, filter_ready: Optional[bool] = False) -> List[Dict[str, str]]: """Returns information about every model available in a model repository. Args: @@ -50,17 +50,13 @@ def index(self, filter_ready: Optional[bool] = False) -> List[Dict[str, str]]: """ model_list = [] for model_name in self._model_registry.get_models().keys(): - model_ready = self._model_registry.is_model_ready(model_name) + model_ready = await self._model_registry.is_model_ready(model_name) if model_ready or not filter_ready: # If model is ready or filter_ready is set to False model_list.append( { "name": model_name, - "state": ( - "Ready" - if self._model_registry.is_model_ready(model_name) - else "NotReady" - ), + "state": ("Ready" if model_ready else "NotReady"), "reason": "", } ) @@ -89,8 +85,8 @@ async def load(self, model_name: str) -> None: raise ModelNotReady( model_name, f"Error type: {ex_type} error msg: {ex_value}" ) - - if not self._model_registry.is_model_ready(model_name): + is_ready = await self._model_registry.is_model_ready(model_name) + if not is_ready: raise ModelNotReady(model_name) async def unload(self, model_name: str) -> None: diff --git a/python/kserve/kserve/protocol/rest/openai/dataplane.py b/python/kserve/kserve/protocol/rest/openai/dataplane.py index 58b721e8927..07ba3abc5ac 100644 --- a/python/kserve/kserve/protocol/rest/openai/dataplane.py +++ b/python/kserve/kserve/protocol/rest/openai/dataplane.py @@ -56,7 +56,7 @@ async def create_completion( Raises: InvalidInput: An error when the body bytes can't be decoded as JSON. """ - model = self.get_model(model_name) + model = await self.get_model(model_name) if not isinstance(model, OpenAIModel): raise RuntimeError(f"Model {model_name} does not support completion") @@ -87,7 +87,7 @@ async def create_chat_completion( Raises: InvalidInput: An error when the body bytes can't be decoded as JSON. """ - model = self.get_model(model_name) + model = await self.get_model(model_name) if not isinstance(model, OpenAIModel): raise RuntimeError(f"Model {model_name} does not support chat completion") diff --git a/python/kserve/kserve/protocol/rest/openai/endpoints.py b/python/kserve/kserve/protocol/rest/openai/endpoints.py index 57406b67bf6..7e11250b577 100644 --- a/python/kserve/kserve/protocol/rest/openai/endpoints.py +++ b/python/kserve/kserve/protocol/rest/openai/endpoints.py @@ -70,7 +70,7 @@ async def create_completion( raise RequestValidationError(errors=e.errors()) params = request_body model_name = params.model - model_ready = self.dataplane.model_ready(model_name) + model_ready = await self.dataplane.model_ready(model_name) if not model_ready: raise ModelNotReady(model_name) @@ -114,7 +114,7 @@ async def create_chat_completion( raise RequestValidationError(errors=e.errors()) params = request_body model_name = params.model - model_ready = self.dataplane.model_ready(model_name) + model_ready = await self.dataplane.model_ready(model_name) if not model_ready: raise ModelNotReady(model_name) @@ -159,6 +159,9 @@ async def models( ], ) + async def health(self, model_name: str): + await self.dataplane.model_ready(model_name) + def register_openai_endpoints(app: FastAPI, dataplane: OpenAIDataPlane): endpoints = OpenAIEndpoints(dataplane) @@ -182,5 +185,8 @@ def register_openai_endpoints(app: FastAPI, dataplane: OpenAIDataPlane): endpoints.models, methods=["GET"], ) + openai_router.add_api_route( + r"/v1/models/{model_name}", endpoints.health, methods=["GET"] + ) app.include_router(openai_router) app.add_exception_handler(OpenAIError, openai_error_handler) diff --git a/python/kserve/kserve/protocol/rest/server.py b/python/kserve/kserve/protocol/rest/server.py index ad6bcb223b1..8f601355eb5 100644 --- a/python/kserve/kserve/protocol/rest/server.py +++ b/python/kserve/kserve/protocol/rest/server.py @@ -12,16 +12,12 @@ # See the License for the specific language governing permissions and # limitations under the License. -import asyncio import logging -import socket -from importlib import metadata -from typing import Dict, List, Optional, Union +from typing import Dict, Optional, Union import uvicorn from fastapi import FastAPI, Request, Response -from fastapi.responses import ORJSONResponse -from fastapi.routing import APIRoute as FastAPIRoute +from fastapi.routing import APIRouter from prometheus_client import REGISTRY, exposition from timing_asgi import TimingClient, TimingMiddleware from timing_asgi.integrations import StarletteScopeToName @@ -37,22 +33,16 @@ model_not_found_handler, model_not_ready_handler, not_implemented_error_handler, + UnsupportedProtocol, + unsupported_protocol_error_handler, ) from kserve.logging import trace_logger from kserve.protocol.dataplane import DataPlane from .openai.config import maybe_register_openai_endpoints -from .v1_endpoints import V1Endpoints -from .v2_datamodels import ( - InferenceResponse, - ListModelsResponse, - ModelMetadataResponse, - ModelReadyResponse, - ServerLiveResponse, - ServerMetadataResponse, - ServerReadyResponse, -) -from .v2_endpoints import V2Endpoints +from .v1_endpoints import register_v1_endpoints +from .v2_endpoints import register_v2_endpoints +from ..model_repository_extension import ModelRepositoryExtension async def metrics_handler(request: Request) -> Response: @@ -62,7 +52,7 @@ async def metrics_handler(request: Request) -> Response: class PrintTimings(TimingClient): def timing(self, metric_name, timing, tags): - trace_logger.info(f"{metric_name}: {timing}") + trace_logger.info(f"{metric_name}: {timing} {tags}") class _NoSignalUvicornServer(uvicorn.Server): @@ -72,174 +62,67 @@ def install_signal_handlers(self) -> None: class RESTServer: def __init__( - self, data_plane: DataPlane, model_repository_extension, enable_docs_url=False + self, + app: FastAPI, + data_plane: DataPlane, + model_repository_extension: ModelRepositoryExtension, ): + self.app = app self.dataplane = data_plane self.model_repository_extension = model_repository_extension - self.enable_docs_url = enable_docs_url - - def create_application(self) -> FastAPI: - """Create a KServe ModelServer application with API routes. - - Returns: - FastAPI: An application instance. - """ - v1_endpoints = V1Endpoints(self.dataplane, self.model_repository_extension) - v2_endpoints = V2Endpoints(self.dataplane, self.model_repository_extension) - app = FastAPI( - title="KServe ModelServer", - version=metadata.version("kserve"), - docs_url="/docs" if self.enable_docs_url else None, - redoc_url=None, - default_response_class=ORJSONResponse, - routes=[ - # Server Liveness API returns 200 if server is alive. - FastAPIRoute(r"/", self.dataplane.live), - # Metrics - FastAPIRoute(r"/metrics", metrics_handler, methods=["GET"]), - # V1 Inference Protocol - FastAPIRoute(r"/v1/models", v1_endpoints.models, tags=["V1"]), - # Model Health API returns 200 if model is ready to serve. - FastAPIRoute( - r"/v1/models/{model_name}", v1_endpoints.model_ready, tags=["V1"] - ), - # Note: Set response_model to None to resolve fastapi Response issue - # https://fastapi.tiangolo.com/tutorial/response-model/#disable-response-model - FastAPIRoute( - r"/v1/models/{model_name}:predict", - v1_endpoints.predict, - methods=["POST"], - tags=["V1"], - response_model=None, - ), - FastAPIRoute( - r"/v1/models/{model_name}:explain", - v1_endpoints.explain, - methods=["POST"], - tags=["V1"], - response_model=None, - ), - # V2 Inference Protocol - # https://github.com/kserve/kserve/tree/master/docs/predict-api/v2 - FastAPIRoute( - r"/v2", - v2_endpoints.metadata, - response_model=ServerMetadataResponse, - tags=["V2"], - ), - FastAPIRoute( - r"/v2/health/live", - v2_endpoints.live, - response_model=ServerLiveResponse, - tags=["V2"], - ), - FastAPIRoute( - r"/v2/health/ready", - v2_endpoints.ready, - response_model=ServerReadyResponse, - tags=["V2"], - ), - FastAPIRoute( - r"/v2/models", - v2_endpoints.models, - response_model=ListModelsResponse, - tags=["V2"], - ), - FastAPIRoute( - r"/v2/models/{model_name}", - v2_endpoints.model_metadata, - response_model=ModelMetadataResponse, - tags=["V2"], - ), - FastAPIRoute( - r"/v2/models/{model_name}/versions/{model_version}", - v2_endpoints.model_metadata, - tags=["V2"], - include_in_schema=False, - ), - FastAPIRoute( - r"/v2/models/{model_name}/ready", - v2_endpoints.model_ready, - response_model=ModelReadyResponse, - tags=["V2"], - ), - FastAPIRoute( - r"v2/models/{model_name}/versions/{model_version}/ready", - v2_endpoints.model_ready, - response_model=ModelReadyResponse, - tags=["V2"], - ), - FastAPIRoute( - r"/v2/models/{model_name}/infer", - v2_endpoints.infer, - methods=["POST"], - response_model=InferenceResponse, - tags=["V2"], - ), - FastAPIRoute( - r"/v2/models/{model_name}/versions/{model_version}/infer", - v2_endpoints.infer, - methods=["POST"], - tags=["V2"], - include_in_schema=False, - ), - FastAPIRoute( - r"/v2/repository/models/{model_name}/load", - v2_endpoints.load, - methods=["POST"], - tags=["V2"], - ), - FastAPIRoute( - r"/v2/repository/models/{model_name}/unload", - v2_endpoints.unload, - methods=["POST"], - tags=["V2"], - ), - ], - exception_handlers={ - InvalidInput: invalid_input_handler, - InferenceError: inference_error_handler, - ModelNotFound: model_not_found_handler, - ModelNotReady: model_not_ready_handler, - NotImplementedError: not_implemented_error_handler, - Exception: generic_exception_handler, - }, - ) - # Register OpenAI endpoints if any of the models in the registry implement the OpenAI inferface + def create_application(self): + """Create a KServe ModelServer application with API routes.""" + root_router = APIRouter() + root_router.add_api_route(r"/", self.dataplane.live) + root_router.add_api_route(r"/metrics", metrics_handler, methods=["GET"]) + self.app.include_router(root_router) + register_v1_endpoints(self.app, self.dataplane, self.model_repository_extension) + register_v2_endpoints(self.app, self.dataplane, self.model_repository_extension) + # Register OpenAI endpoints if any of the models in the registry implement the OpenAI interface # This adds /openai/v1/completions and /openai/v1/chat/completions routes to the # REST server. - maybe_register_openai_endpoints(app, self.dataplane.model_registry) - return app + maybe_register_openai_endpoints(self.app, self.dataplane.model_registry) + + # Add exception handlers + self.app.add_exception_handler(InvalidInput, invalid_input_handler) + self.app.add_exception_handler(InferenceError, inference_error_handler) + self.app.add_exception_handler(ModelNotFound, model_not_found_handler) + self.app.add_exception_handler(ModelNotReady, model_not_ready_handler) + self.app.add_exception_handler( + NotImplementedError, not_implemented_error_handler + ) + self.app.add_exception_handler( + UnsupportedProtocol, unsupported_protocol_error_handler + ) + self.app.add_exception_handler(Exception, generic_exception_handler) class UvicornServer: def __init__( self, + app: FastAPI, http_port: int, - sockets: List[socket.socket], data_plane: DataPlane, model_repository_extension, - enable_docs_url, log_config: Optional[Union[str, Dict]] = None, access_log_format: Optional[str] = None, + workers: int = 1, ): super().__init__() - self.sockets = sockets - rest_server = RESTServer( - data_plane, model_repository_extension, enable_docs_url - ) - app = rest_server.create_application() + rest_server = RESTServer(app, data_plane, model_repository_extension) + rest_server.create_application() app.add_middleware( TimingMiddleware, client=PrintTimings(), metric_namer=StarletteScopeToName(prefix="kserve.io", starlette_app=app), ) self.cfg = uvicorn.Config( - app=app, + app="kserve.model_server:app", host="0.0.0.0", log_config=log_config, port=http_port, + workers=workers, ) # More context in https://github.com/encode/uvicorn/pull/947 @@ -260,10 +143,6 @@ def __init__( self.server = _NoSignalUvicornServer(config=self.cfg) - def run_sync(self): - server = uvicorn.Server(config=self.cfg) - asyncio.run(server.serve(sockets=self.sockets)) - async def run(self): await self.server.serve() diff --git a/python/kserve/kserve/protocol/rest/v1_endpoints.py b/python/kserve/kserve/protocol/rest/v1_endpoints.py index e73fd5e31e2..5e3c7c59009 100644 --- a/python/kserve/kserve/protocol/rest/v1_endpoints.py +++ b/python/kserve/kserve/protocol/rest/v1_endpoints.py @@ -11,14 +11,17 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. + from typing import Optional, Union, Dict, List, AsyncIterator -from fastapi import Request, Response +from fastapi import Request, Response, FastAPI, APIRouter from starlette.responses import StreamingResponse +from fastapi.responses import JSONResponse from kserve.errors import ModelNotReady from ..dataplane import DataPlane from ..model_repository_extension import ModelRepositoryExtension +from ...constants.constants import V1_ROUTE_PREFIX class V1Endpoints: @@ -49,7 +52,7 @@ async def model_ready(self, model_name: str) -> Dict[str, Union[str, bool]]: Returns: Dict[str, Union[str, bool]]: Name of the model and whether it's ready. """ - model_ready = self.dataplane.model_ready(model_name) + model_ready = await self.dataplane.model_ready(model_name) if not model_ready: raise ModelNotReady(model_name) @@ -68,7 +71,7 @@ async def predict(self, model_name: str, request: Request) -> Union[Response, Di Returns: Dict|Response: Model inference response. """ - model_ready = self.dataplane.model_ready(model_name) + model_ready = await self.dataplane.model_ready(model_name) if not model_ready: raise ModelNotReady(model_name) @@ -81,18 +84,20 @@ async def predict(self, model_name: str, request: Request) -> Union[Response, Di response, response_headers = await self.dataplane.infer( model_name=model_name, request=infer_request, headers=headers ) - response, response_headers = self.dataplane.encode( + response, res_headers = self.dataplane.encode( model_name=model_name, response=response, headers=headers, req_attributes=req_attributes, ) + response_headers.update(res_headers) + response_headers.pop("content-length", None) if isinstance(response, bytes) or isinstance(response, str): return Response(content=response, headers=response_headers) if isinstance(response, AsyncIterator): return StreamingResponse(content=response) - return response + return JSONResponse(content=response, headers=response_headers) async def explain(self, model_name: str, request: Request) -> Union[Response, Dict]: """Explain handler. @@ -104,7 +109,7 @@ async def explain(self, model_name: str, request: Request) -> Union[Response, Di Returns: Dict: Explainer output. """ - model_ready = self.dataplane.model_ready(model_name) + model_ready = await self.dataplane.model_ready(model_name) if not model_ready: raise ModelNotReady(model_name) @@ -117,13 +122,52 @@ async def explain(self, model_name: str, request: Request) -> Union[Response, Di response, response_headers = await self.dataplane.explain( model_name=model_name, request=infer_request, headers=headers ) - response, response_headers = self.dataplane.encode( + response, res_headers = self.dataplane.encode( model_name=model_name, response=response, - headers=headers, + headers=response_headers, req_attributes=req_attributes, ) + response_headers.update(res_headers) + response_headers.pop("content-length", None) + if not isinstance(response, dict): return Response(content=response, headers=response_headers) return response + + +def register_v1_endpoints( + app: FastAPI, + dataplane: DataPlane, + model_repository_extension: Optional[ModelRepositoryExtension], +): + """Register V1 endpoints. + + Args: + app (FastAPI): FastAPI app. + dataplane (DataPlane): DataPlane object. + model_repository_extension (Optional[ModelRepositoryExtension]): Model repository extension. + """ + v1_endpoints = V1Endpoints(dataplane, model_repository_extension) + v1_router = APIRouter(prefix=V1_ROUTE_PREFIX, tags=["V1"]) + v1_router.add_api_route(r"/models", v1_endpoints.models, methods=["GET"]) + # Model Health API returns 200 if model is ready to serve. + v1_router.add_api_route( + r"/models/{model_name}", v1_endpoints.model_ready, methods=["GET"] + ) + # Note: Set response_model to None to resolve fastapi Response issue + # https://fastapi.tiangolo.com/tutorial/response-model/#disable-response-model + v1_router.add_api_route( + r"/models/{model_name}:predict", + v1_endpoints.predict, + response_model=None, + methods=["POST"], + ) + v1_router.add_api_route( + r"/models/{model_name}:explain", + v1_endpoints.explain, + response_model=None, + methods=["POST"], + ) + app.include_router(v1_router) diff --git a/python/kserve/kserve/protocol/rest/v2_datamodels.py b/python/kserve/kserve/protocol/rest/v2_datamodels.py index ac2ce119d0c..5a4f133cb77 100644 --- a/python/kserve/kserve/protocol/rest/v2_datamodels.py +++ b/python/kserve/kserve/protocol/rest/v2_datamodels.py @@ -18,7 +18,6 @@ from pydantic import BaseModel, StrictBool, StrictInt, StrictFloat - # this is needed to add support for both pydantic 1.x and 2.x is_pydantic_2 = pydantic.__version__.startswith("2.") diff --git a/python/kserve/kserve/protocol/rest/v2_endpoints.py b/python/kserve/kserve/protocol/rest/v2_endpoints.py index 721ef71f8ba..5110fff30eb 100644 --- a/python/kserve/kserve/protocol/rest/v2_endpoints.py +++ b/python/kserve/kserve/protocol/rest/v2_endpoints.py @@ -11,12 +11,13 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from typing import Optional, Dict +from typing import Optional, Dict, Union + +from fastapi import FastAPI, APIRouter from fastapi.requests import Request from fastapi.responses import Response -from ..infer_type import InferInput, InferRequest from .v2_datamodels import ( InferenceRequest, ServerMetadataResponse, @@ -29,6 +30,7 @@ ) from ..dataplane import DataPlane from ..model_repository_extension import ModelRepositoryExtension +from ...constants.constants import V2_ROUTE_PREFIX, PredictorProtocol from ...errors import ModelNotReady @@ -113,7 +115,7 @@ async def model_ready( if model_version: raise NotImplementedError("Model versioning not supported yet.") - model_ready = self.dataplane.model_ready(model_name) + model_ready = await self.dataplane.model_ready(model_name) if not model_ready: raise ModelNotReady(model_name) @@ -125,9 +127,9 @@ async def infer( raw_request: Request, raw_response: Response, model_name: str, - request_body: InferenceRequest, + request_body: Union[InferenceRequest, bytes], model_version: Optional[str] = None, - ) -> InferenceResponse: + ) -> Union[InferenceResponse, Response]: """Infer handler. Args: @@ -144,42 +146,43 @@ async def infer( if model_version: raise NotImplementedError("Model versioning not supported yet.") - model_ready = self.dataplane.model_ready(model_name) + model_ready = await self.dataplane.model_ready(model_name) if not model_ready: raise ModelNotReady(model_name) request_headers = dict(raw_request.headers) - infer_inputs = [ - InferInput( - name=input.name, - shape=input.shape, - datatype=input.datatype, - data=input.data, - parameters={} if input.parameters is None else input.parameters, - ) - for input in request_body.inputs - ] - infer_request = InferRequest( - request_id=request_body.id, + + infer_request, _ = self.dataplane.decode( + request_body, + request_headers, + protocol_version=PredictorProtocol.REST_V2.value, model_name=model_name, - infer_inputs=infer_inputs, - parameters=request_body.parameters, ) response, response_headers = await self.dataplane.infer( - model_name=model_name, request=infer_request, headers=request_headers + model_name=model_name, + request=infer_request, + headers=request_headers, ) - - response, response_headers = self.dataplane.encode( + response, res_headers = self.dataplane.encode( model_name=model_name, response=response, - headers=response_headers, + headers=request_headers, req_attributes={}, ) + response_headers.update(res_headers) + response_headers.pop("content-length", None) + response_headers.pop("content-type", None) + if response_headers: raw_response.headers.update(response_headers) - res = InferenceResponse.parse_obj(response) + if isinstance(response, bytes): + raw_response.status_code = 200 + raw_response.body = response + res = raw_response + else: + res = InferenceResponse.parse_obj(response) return res async def load(self, model_name: str) -> Dict: @@ -205,3 +208,90 @@ async def unload(self, model_name: str) -> Dict: """ await self.model_repository_extension.unload(model_name) return {"name": model_name, "unload": True} + + +def register_v2_endpoints( + app: FastAPI, + dataplane: DataPlane, + model_repository_extension: Optional[ModelRepositoryExtension], +): + """Register V2 endpoints. + + Args: + app (FastAPI): FastAPI app. + dataplane (DataPlane): DataPlane object. + model_repository_extension (Optional[ModelRepositoryExtension]): Model repository extension. + """ + v2_endpoints = V2Endpoints( + dataplane=dataplane, model_repository_extension=model_repository_extension + ) + v2_router = APIRouter(prefix=V2_ROUTE_PREFIX, tags=["V2"]) + v2_router.add_api_route( + r"", + v2_endpoints.metadata, + response_model=ServerMetadataResponse, + methods=["GET"], + ) + v2_router.add_api_route( + r"/health/live", + v2_endpoints.live, + response_model=ServerLiveResponse, + methods=["GET"], + ) + v2_router.add_api_route( + r"/health/ready", + v2_endpoints.ready, + response_model=ServerReadyResponse, + methods=["GET"], + ) + v2_router.add_api_route( + r"/models", + v2_endpoints.models, + response_model=ListModelsResponse, + methods=["GET"], + ) + v2_router.add_api_route( + r"/models/{model_name}", + v2_endpoints.model_metadata, + response_model=ModelMetadataResponse, + methods=["GET"], + ) + v2_router.add_api_route( + r"/models/{model_name}/versions/{model_version}", + v2_endpoints.model_metadata, + response_model=ModelMetadataResponse, + methods=["GET"], + include_in_schema=False, + ) + v2_router.add_api_route( + r"/models/{model_name}/ready", + v2_endpoints.model_ready, + response_model=ModelReadyResponse, + methods=["GET"], + ) + v2_router.add_api_route( + r"/models/{model_name}/versions/{model_version}/ready", + v2_endpoints.model_ready, + response_model=ModelReadyResponse, + methods=["GET"], + ) + v2_router.add_api_route( + r"/models/{model_name}/infer", + v2_endpoints.infer, + response_model=None, + methods=["POST"], + ) + v2_router.add_api_route( + r"/models/{model_name}/versions/{model_version}/infer", + v2_endpoints.infer, + response_model=None, + methods=["POST"], + include_in_schema=False, + ) + v2_router.add_api_route( + r"/repository/models/{model_name}/load", v2_endpoints.load, methods=["POST"] + ) + v2_router.add_api_route( + r"/repository/models/{model_name}/unload", v2_endpoints.unload, methods=["POST"] + ) + app.include_router(v2_router) diff --git a/python/kserve/kserve/ray.py b/python/kserve/kserve/ray.py new file mode 100644 index 00000000000..fb3a5824691 --- /dev/null +++ b/python/kserve/kserve/ray.py @@ -0,0 +1,56 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from kserve.logging import logger + +try: + from ray.serve.handle import DeploymentHandle, DeploymentResponse +except ImportError: + logger.error( + "Ray dependency is missing. Install Ray Serve with: pip install kserve[ray]" + ) + raise +from typing import cast, Dict, Union, Optional +from cloudevents.http import CloudEvent + +from .model import InferenceModel, InferenceVerb, InferReturnType +from .protocol.infer_type import InferRequest + + +class RayModel(InferenceModel): + """ + Wrapper for a model that is deployed with Ray. All calls are delegated to the DeploymentHandle. + """ + + def __init__(self, name: str, handle: DeploymentHandle): + super().__init__(name) + self._handle = handle + + def __call__( + self, + body: Union[Dict, CloudEvent, InferRequest], + headers: Optional[Dict[str, str]] = None, + verb: InferenceVerb = InferenceVerb.PREDICT, + ) -> InferReturnType: + return cast(DeploymentResponse, self._handle.remote(body, headers=headers)) + + def load(self): + self._handle.load.remote() + self.ready = True + + async def get_input_types(self): + return await self._handle.get_input_types.remote() + + async def get_output_types(self): + return await self._handle.get_output_types.remote() diff --git a/python/kserve/kserve/storage/storage.py b/python/kserve/kserve/storage/storage.py index 50fed2727df..15088995a56 100644 --- a/python/kserve/kserve/storage/storage.py +++ b/python/kserve/kserve/storage/storage.py @@ -27,16 +27,7 @@ from pathlib import Path from typing import Dict from urllib.parse import urlparse - -import boto3 import requests -from azure.storage.blob import BlobServiceClient -from azure.storage.blob._list_blobs_helper import BlobPrefix -from azure.storage.fileshare import ShareServiceClient -from botocore import UNSIGNED -from botocore.client import Config -from google.auth import exceptions -from google.cloud import storage from ..logging import logger @@ -46,13 +37,20 @@ _S3_PREFIX = "s3://" _HDFS_PREFIX = "hdfs://" _WEBHDFS_PREFIX = "webhdfs://" -_AZURE_BLOB_RE = "https://(.+?).blob.core.windows.net/(.+)" -_AZURE_FILE_RE = "https://(.+?).file.core.windows.net/(.+)" +_AZURE_BLOB_RE = [ + "https://(.+?).blob.core.windows.net/(.+)", + "https://(.+?).z[0-9]{2}.blob.storage.azure.net/(.+)", +] +_AZURE_FILE_RE = [ + "https://(.+?).file.core.windows.net/(.+)", + "https://(.+?).z[0-9]{2}.file.storage.azure.net/(.+)", +] _LOCAL_PREFIX = "file://" _URI_RE = "https?://(.+)/(.+)" _HTTP_PREFIX = "http(s)://" _HEADERS_SUFFIX = "-headers" _PVC_PREFIX = "/mnt/pvc" +_HF_PREFIX = "hf://" _HDFS_SECRET_DIRECTORY = "/var/secrets/kserve-hdfscreds" _HDFS_FILE_SECRETS = ["KERBEROS_KEYTAB", "TLS_CERT", "TLS_KEY", "TLS_CA"] @@ -93,12 +91,14 @@ def download(uri: str, out_dir: str = None) -> str: model_dir = Storage._download_s3(uri, out_dir) elif uri.startswith(_HDFS_PREFIX) or uri.startswith(_WEBHDFS_PREFIX): model_dir = Storage._download_hdfs(uri, out_dir) - elif re.search(_AZURE_BLOB_RE, uri): + elif any(re.search(pattern, uri) for pattern in _AZURE_BLOB_RE): model_dir = Storage._download_azure_blob(uri, out_dir) - elif re.search(_AZURE_FILE_RE, uri): + elif any(re.search(pattern, uri) for pattern in _AZURE_FILE_RE): model_dir = Storage._download_azure_file_share(uri, out_dir) elif re.search(_URI_RE, uri): model_dir = Storage._download_from_uri(uri, out_dir) + elif uri.startswith(_HF_PREFIX): + model_dir = Storage._download_hf(uri, out_dir) else: raise Exception( "Cannot recognize storage type for " @@ -154,6 +154,9 @@ def _update_with_storage_spec(): @staticmethod def get_S3_config(): + from botocore import UNSIGNED + from botocore.client import Config + # default s3 config c = Config() @@ -177,6 +180,8 @@ def get_S3_config(): @staticmethod def _download_s3(uri, temp_dir: str) -> str: + import boto3 + # Boto3 looks at various configuration locations until it finds configuration values. # lookup order: # 1. Config object passed in as the config parameter when creating S3 resource @@ -278,8 +283,43 @@ def _download_s3(uri, temp_dir: str) -> str: temp_dir = Storage._unpack_archive_file(target, mimetype, temp_dir) return temp_dir + @staticmethod + def _download_hf(uri, temp_dir: str) -> str: + from huggingface_hub import snapshot_download + + components = uri[len(_HF_PREFIX) :].split("/") + + # Validate that the URI has two parts: repo and model (optional hash) + if len(components) != 2: + raise ValueError( + "URI must contain exactly one '/' separating the repo and model name" + ) + + repo = components[0] + model_part = components[1] + + if not repo: + raise ValueError("Repository name cannot be empty") + if not model_part: + raise ValueError("Model name cannot be empty") + + model, _, hash_value = model_part.partition(":") + # Ensure model is non-empty + if not model: + raise ValueError("Model name cannot be empty") + + revision = hash_value if hash_value else None + + snapshot_download( + repo_id=f"{repo}/{model}", revision=revision, local_dir=temp_dir + ) + return temp_dir + @staticmethod def _download_gcs(uri, temp_dir: str) -> str: + from google.auth import exceptions + from google.cloud import storage + try: storage_client = storage.Client() except exceptions.DefaultCredentialsError: @@ -440,6 +480,9 @@ def _download_hdfs(uri, out_dir: str) -> str: def _download_azure_blob( uri, out_dir: str ) -> str: # pylint: disable=too-many-locals + from azure.storage.blob import BlobServiceClient + from azure.storage.blob._list_blobs_helper import BlobPrefix + account_name, account_url, container_name, prefix = Storage._parse_azure_uri( uri ) @@ -500,6 +543,8 @@ def _download_azure_blob( def _download_azure_file_share( uri, out_dir: str ) -> str: # pylint: disable=too-many-locals + from azure.storage.fileshare import ShareServiceClient + account_name, account_url, share_name, prefix = Storage._parse_azure_uri(uri) logger.info( "Connecting to file share account: [%s], container: [%s], prefix: [%s]", diff --git a/python/kserve/kserve/storage/test/test_azure_storage.py b/python/kserve/kserve/storage/test/test_azure_storage.py index 05b8280255b..4cd5a986b4f 100644 --- a/python/kserve/kserve/storage/test/test_azure_storage.py +++ b/python/kserve/kserve/storage/test/test_azure_storage.py @@ -85,7 +85,7 @@ def test_cleanup(): @mock.patch(STORAGE_MODULE + ".os.makedirs") -@mock.patch(STORAGE_MODULE + ".BlobServiceClient") +@mock.patch("azure.storage.blob.BlobServiceClient") def test_blob(mock_storage, mock_makedirs): # pylint: disable=unused-argument # given @@ -108,7 +108,7 @@ def test_blob(mock_storage, mock_makedirs): # pylint: disable=unused-argument @mock.patch(STORAGE_MODULE + ".os.makedirs") -@mock.patch(STORAGE_MODULE + ".BlobServiceClient") +@mock.patch("azure.storage.blob.BlobServiceClient") def test_blob_file_direct( mock_storage, mock_makedirs ): # pylint: disable=unused-argument @@ -131,7 +131,7 @@ def test_blob_file_direct( @mock.patch(STORAGE_MODULE + ".os.makedirs") @mock.patch(STORAGE_MODULE + ".Storage._get_azure_storage_token") -@mock.patch(STORAGE_MODULE + ".BlobServiceClient") +@mock.patch("azure.storage.blob.BlobServiceClient") def test_secure_blob( mock_storage, mock_get_token, mock_makedirs ): # pylint: disable=unused-argument @@ -154,7 +154,7 @@ def test_secure_blob( @mock.patch(STORAGE_MODULE + ".os.makedirs") -@mock.patch(STORAGE_MODULE + ".BlobServiceClient") +@mock.patch("azure.storage.blob.BlobServiceClient") def test_deep_blob(mock_storage, mock_makedirs): # pylint: disable=unused-argument # given @@ -178,7 +178,7 @@ def test_deep_blob(mock_storage, mock_makedirs): # pylint: disable=unused-argum @mock.patch(STORAGE_MODULE + ".os.makedirs") -@mock.patch(STORAGE_MODULE + ".BlobServiceClient") +@mock.patch("azure.storage.blob.BlobServiceClient") def test_blob_file(mock_storage, mock_makedirs): # pylint: disable=unused-argument # given @@ -197,7 +197,7 @@ def test_blob_file(mock_storage, mock_makedirs): # pylint: disable=unused-argum @mock.patch(STORAGE_MODULE + ".os.makedirs") -@mock.patch(STORAGE_MODULE + ".BlobServiceClient") +@mock.patch("azure.storage.blob.BlobServiceClient") def test_blob_fq_file(mock_storage, mock_makedirs): # pylint: disable=unused-argument # given @@ -218,7 +218,7 @@ def test_blob_fq_file(mock_storage, mock_makedirs): # pylint: disable=unused-ar @mock.patch(STORAGE_MODULE + ".os.makedirs") -@mock.patch(STORAGE_MODULE + ".BlobServiceClient") +@mock.patch("azure.storage.blob.BlobServiceClient") def test_blob_no_prefix(mock_storage, mock_makedirs): # pylint: disable=unused-argument # given @@ -238,7 +238,7 @@ def test_blob_no_prefix(mock_storage, mock_makedirs): # pylint: disable=unused- @mock.patch(STORAGE_MODULE + ".os.makedirs") @mock.patch(STORAGE_MODULE + ".Storage._get_azure_storage_access_key") -@mock.patch(STORAGE_MODULE + ".ShareServiceClient") +@mock.patch("azure.storage.fileshare.ShareServiceClient") def test_file_share( mock_storage, mock_get_access_key, mock_makedirs ): # pylint: disable=unused-argument @@ -274,7 +274,7 @@ def test_file_share( @mock.patch(STORAGE_MODULE + ".os.makedirs") @mock.patch(STORAGE_MODULE + ".Storage._get_azure_storage_access_key") -@mock.patch(STORAGE_MODULE + ".ShareServiceClient") +@mock.patch("azure.storage.fileshare.ShareServiceClient") def test_deep_file_share( mock_storage, mock_get_access_key, mock_makedirs ): # pylint: disable=unused-argument @@ -322,7 +322,7 @@ def test_deep_file_share( @mock.patch(STORAGE_MODULE + ".os.makedirs") @mock.patch(STORAGE_MODULE + ".Storage._get_azure_storage_access_key") -@mock.patch(STORAGE_MODULE + ".ShareServiceClient") +@mock.patch("azure.storage.fileshare.ShareServiceClient") def test_file_share_fq_file( mock_storage, mock_get_access_key, mock_makedirs ): # pylint: disable=unused-argument @@ -353,7 +353,7 @@ def test_file_share_fq_file( @mock.patch(STORAGE_MODULE + ".os.makedirs") @mock.patch(STORAGE_MODULE + ".Storage._get_azure_storage_access_key") -@mock.patch(STORAGE_MODULE + ".ShareServiceClient") +@mock.patch("azure.storage.fileshare.ShareServiceClient") def test_file_share_no_prefix( mock_storage, mock_get_access_key, mock_makedirs ): # pylint: disable=unused-argument diff --git a/python/kserve/kserve/storage/test/test_gcs_storage.py b/python/kserve/kserve/storage/test/test_gcs_storage.py index b9e39ce93b8..e4be592c5da 100644 --- a/python/kserve/kserve/storage/test/test_gcs_storage.py +++ b/python/kserve/kserve/storage/test/test_gcs_storage.py @@ -39,48 +39,66 @@ def create_mock_dir_with_file(dir_name, file_name): return mock_obj -@mock.patch(STORAGE_MODULE + ".storage") -def test_gcs_with_empty_dir(mock_storage): +@mock.patch("google.cloud.storage.Client") +def test_gcs_with_empty_dir(mock_client): gcs_path = "gs://foo/bar" + mock_bucket = mock.MagicMock() - mock_storage.Client().bucket().list_blobs().__iter__.return_value = [ - create_mock_dir("bar/") - ] + mock_bucket.list_blobs().__iter__.return_value = [create_mock_dir("bar/")] + mock_client.return_value.bucket.return_value = mock_bucket with pytest.raises(Exception): Storage.download(gcs_path) -@mock.patch(STORAGE_MODULE + ".storage") -def test_gcs_with_nested_sub_dir(mock_storage): +@mock.patch("google.cloud.storage.Client") +def test_mock_gcs(mock_client): + gcs_path = "gs://foo/bar" + mock_root_dir = create_mock_dir("bar/") + mock_file = create_mock_dir_with_file("bar", "mock.object") + + mock_bucket = mock.MagicMock() + mock_bucket.list_blobs().__iter__.return_value = [mock_root_dir, mock_file] + mock_client.return_value.bucket.return_value = mock_bucket + assert Storage.download(gcs_path) + + +@mock.patch("google.cloud.storage.Client") +def test_gcs_with_nested_sub_dir(mock_client): gcs_path = "gs://foo/bar/test" mock_root_dir = create_mock_dir("bar/") mock_sub_dir = create_mock_dir("test/") mock_file = create_mock_dir_with_file("test", "mock.object") - mock_storage.Client().bucket().list_blobs().__iter__.return_value = [ + mock_bucket = mock.MagicMock() + mock_bucket.list_blobs().__iter__.return_value = [ mock_root_dir, mock_sub_dir, mock_file, ] + mock_client.return_value.bucket.return_value = mock_bucket + Storage.download(gcs_path) arg_list = get_call_args(mock_file.download_to_filename.call_args_list) assert "test/mock.object" in arg_list[0][0] -@mock.patch(STORAGE_MODULE + ".storage") -def test_download_model_from_gcs(mock_storage): +@mock.patch("google.cloud.storage.Client") +def test_download_model_from_gcs(mock_client): gcs_path = "gs://foo/bar" mock_dir = create_mock_dir("bar/") mock_file = create_mock_dir_with_file("bar", "mock.object") - mock_storage.Client().bucket().list_blobs().__iter__.return_value = [ + mock_bucket = mock.MagicMock() + mock_bucket.list_blobs().__iter__.return_value = [ mock_dir, mock_file, ] + mock_client.return_value.bucket.return_value = mock_bucket + Storage.download(gcs_path) arg_list = get_call_args(mock_file.download_to_filename.call_args_list) @@ -90,9 +108,9 @@ def test_download_model_from_gcs(mock_storage): @mock.patch("os.remove") @mock.patch("os.mkdir") @mock.patch("zipfile.ZipFile") -@mock.patch(STORAGE_MODULE + ".storage") +@mock.patch("google.cloud.storage.Client") def test_gcs_model_unpack_archive_file( - mock_storage, MockZipFile, mock_create, mock_remove + mock_client, MockZipFile, mock_create, mock_remove ): gcs_path = "gs://foo/bar" output_dir = "test/out_dir" @@ -101,10 +119,13 @@ def test_gcs_model_unpack_archive_file( mock_file = create_mock_dir_with_file("bar", "mock.zip") MockZipFile.return_value = mock_file - mock_storage.Client().bucket().list_blobs().__iter__.return_value = [ + mock_bucket = mock.MagicMock() + mock_bucket.list_blobs().__iter__.return_value = [ mock_dir, mock_file, ] + mock_client.return_value.bucket.return_value = mock_bucket + Storage.download(gcs_path, output_dir) download_arg_list = get_call_args(mock_file.download_to_filename.call_args_list) diff --git a/python/kserve/kserve/storage/test/test_hf_storage.py b/python/kserve/kserve/storage/test/test_hf_storage.py new file mode 100644 index 00000000000..270a4bec981 --- /dev/null +++ b/python/kserve/kserve/storage/test/test_hf_storage.py @@ -0,0 +1,61 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import unittest.mock as mock +import pytest + +from kserve.storage import Storage + + +@mock.patch("huggingface_hub.snapshot_download") +def test_download_model(mock_snapshot_download): + uri = "hf://example.com/model:hash_value" + repo = "example.com" + model = "model" + revision = "hash_value" + + Storage.download(uri) + + mock_snapshot_download.assert_called_once_with( + repo_id=f"{repo}/{model}", + revision=revision, + local_dir=mock.ANY, + ) + + +@mock.patch("huggingface_hub.snapshot_download") +@pytest.mark.parametrize( + "invalid_uri, error_message", + [ + ( + "hf://", + "URI must contain exactly one '/' separating", + ), # Missing repo and model + ( + "hf://repo_only", + "URI must contain exactly one '/' separating", + ), # Missing model + ("hf:///model_only", "Repository name cannot be empty"), # Missing repo + ( + "hf://repo/:hash_value", + "Model name cannot be empty", + ), # Missing model name, hash exists + ], +) +def test_invalid_uri(mock_snapshot_download, invalid_uri, error_message): + with pytest.raises(ValueError, match=error_message): + Storage.download(invalid_uri) + + # Ensure that snapshot_download was never called + mock_snapshot_download.assert_not_called() diff --git a/python/kserve/kserve/storage/test/test_s3_storage.py b/python/kserve/kserve/storage/test/test_s3_storage.py index 00ef82d0acf..58172171ff5 100644 --- a/python/kserve/kserve/storage/test/test_s3_storage.py +++ b/python/kserve/kserve/storage/test/test_s3_storage.py @@ -14,14 +14,14 @@ import os import json +import pytest +import botocore import unittest.mock as mock from botocore.client import Config from botocore import UNSIGNED from kserve.storage import Storage -STORAGE_MODULE = "kserve.storage.storage" - def create_mock_obj(path): mock_obj = mock.MagicMock() @@ -36,7 +36,7 @@ def create_mock_boto3_bucket(mock_storage, paths): mock_s3_bucket.objects.filter.return_value = [create_mock_obj(p) for p in paths] mock_s3_resource.Bucket.return_value = mock_s3_bucket - mock_storage.resource.return_value = mock_s3_resource + mock_storage.return_value = mock_s3_resource return mock_s3_bucket @@ -60,7 +60,7 @@ def expected_call_args_list(parent_key, dest, paths): # pylint: disable=protected-access -@mock.patch(STORAGE_MODULE + ".boto3") +@mock.patch("boto3.resource") def test_parent_key(mock_storage): # given bucket_name = "foo" @@ -78,7 +78,7 @@ def test_parent_key(mock_storage): mock_boto3_bucket.objects.filter.assert_called_with(Prefix="bar") -@mock.patch(STORAGE_MODULE + ".boto3") +@mock.patch("boto3.resource") def test_no_key(mock_storage): # given bucket_name = "foo" @@ -95,7 +95,37 @@ def test_no_key(mock_storage): mock_boto3_bucket.objects.filter.assert_called_with(Prefix="") -@mock.patch(STORAGE_MODULE + ".boto3") +@mock.patch("boto3.resource") +def test_storage_s3_exception(mock_resource): + path = "s3://foo/bar" + # Create mock client + mock_s3_resource = mock.MagicMock() + mock_s3_resource.Bucket.side_effect = Exception() + mock_resource.return_value = mock_s3_resource + + with pytest.raises(Exception): + Storage.download(path) + + +@mock.patch("boto3.resource") +@mock.patch("urllib3.PoolManager") +def test_no_permission_buckets(mock_connection, mock_resource): + bad_s3_path = "s3://random/path" + # Access private buckets without credentials + mock_s3_resource = mock.MagicMock() + mock_s3_bucket = mock.MagicMock() + mock_s3_bucket.objects.filter.return_value = [mock.MagicMock()] + mock_s3_bucket.objects.filter.side_effect = botocore.exceptions.ClientError( + {}, "GetObject" + ) + mock_s3_resource.Bucket.return_value = mock_s3_bucket + mock_resource.return_value = mock_s3_resource + + with pytest.raises(botocore.exceptions.ClientError): + Storage.download(bad_s3_path) + + +@mock.patch("boto3.resource") def test_full_name_key(mock_storage): # given bucket_name = "foo" @@ -112,14 +142,14 @@ def test_full_name_key(mock_storage): mock_boto3_bucket.objects.filter.assert_called_with(Prefix=object_key) -@mock.patch(STORAGE_MODULE + ".boto3") -def test_full_name_key_root_bucket_dir(mock_storage): +@mock.patch("boto3.resource") +def test_full_name_key_root_bucket_dir(mock_resource): # given bucket_name = "foo" object_key = "name.pt" # when - mock_boto3_bucket = create_mock_boto3_bucket(mock_storage, [object_key]) + mock_boto3_bucket = create_mock_boto3_bucket(mock_resource, [object_key]) Storage._download_s3(f"s3://{bucket_name}/{object_key}", "dest_path") # then @@ -137,7 +167,7 @@ def test_full_name_key_root_bucket_dir(mock_storage): } -@mock.patch(STORAGE_MODULE + ".boto3") +@mock.patch("boto3.resource") def test_multikey(mock_storage): # given bucket_name = "foo" @@ -155,7 +185,7 @@ def test_multikey(mock_storage): mock_boto3_bucket.objects.filter.assert_called_with(Prefix="test/a") -@mock.patch(STORAGE_MODULE + ".boto3") +@mock.patch("boto3.resource") def test_files_with_no_extension(mock_storage): # given @@ -271,7 +301,7 @@ def test_update_with_storage_spec_s3(monkeypatch): os.environ = previous_env -@mock.patch(STORAGE_MODULE + ".boto3") +@mock.patch("boto3.resource") def test_target_startswith_parent_folder_name(mock_storage): bucket_name = "foo" paths = ["model.pkl", "a/model.pkl", "conda.yaml"] diff --git a/python/kserve/kserve/storage/test/test_storage.py b/python/kserve/kserve/storage/test/test_storage.py index 24e9ac784cd..c8f963f5c23 100644 --- a/python/kserve/kserve/storage/test/test_storage.py +++ b/python/kserve/kserve/storage/test/test_storage.py @@ -20,7 +20,6 @@ import mimetypes from pathlib import Path -import botocore import pytest from kserve.storage import Storage @@ -235,56 +234,12 @@ def test(_): mock.patch("requests.get", return_value=response)(test)() -@mock.patch(STORAGE_MODULE + ".storage") -def test_mock_gcs(mock_storage): - gcs_path = "gs://foo/bar" - mock_obj = mock.MagicMock() - mock_obj.name = "bar/" - mock_obj1 = mock.MagicMock() - mock_obj1.name = "bar/mock.object" - mock_storage.Client().bucket().list_blobs().__iter__.return_value = [ - mock_obj, - mock_obj1, - ] - assert Storage.download(gcs_path) - - def test_storage_blob_exception(): blob_path = "https://accountname.blob.core.windows.net/container/some/blob/" with pytest.raises(Exception): Storage.download(blob_path) -@mock.patch(STORAGE_MODULE + ".boto3") -def test_storage_s3_exception(mock_boto3): - path = "s3://foo/bar" - # Create mock client - mock_s3_resource = mock.MagicMock() - mock_s3_resource.Bucket.side_effect = Exception() - mock_boto3.resource.return_value = mock_s3_resource - - with pytest.raises(Exception): - Storage.download(path) - - -@mock.patch(STORAGE_MODULE + ".boto3") -@mock.patch("urllib3.PoolManager") -def test_no_permission_buckets(mock_connection, mock_boto3): - bad_s3_path = "s3://random/path" - # Access private buckets without credentials - mock_s3_resource = mock.MagicMock() - mock_s3_bucket = mock.MagicMock() - mock_s3_bucket.objects.filter.return_value = [mock.MagicMock()] - mock_s3_bucket.objects.filter.side_effect = botocore.exceptions.ClientError( - {}, "GetObject" - ) - mock_s3_resource.Bucket.return_value = mock_s3_bucket - mock_boto3.resource.return_value = mock_s3_resource - - with pytest.raises(botocore.exceptions.ClientError): - Storage.download(bad_s3_path) - - def test_unpack_tar_file(): out_dir = "." tar_file = os.path.join(out_dir, "model.tgz") @@ -303,3 +258,33 @@ def test_unpack_zip_file(): Storage._unpack_archive_file(tar_file, mimetype, out_dir) assert os.path.exists(os.path.join(out_dir, "model.pth")) os.remove(os.path.join(out_dir, "model.pth")) + + +@mock.patch(STORAGE_MODULE + ".Storage._download_azure_blob") +def test_download_azure_blob_called_with_matching_uri(mock_download_azure_blob): + azure_blob_uris = [ + "https://accountname.blob.core.windows.net/container/some/blob/", + "https://accountname.z20.blob.storage.azure.net/container/some/blob/", + ] + + for uri in azure_blob_uris: + Storage.download(uri, out_dir="dest_path") + + expected_calls = [mock.call(uri, "dest_path") for uri in azure_blob_uris] + mock_download_azure_blob.assert_has_calls(expected_calls) + + +@mock.patch(STORAGE_MODULE + ".Storage._download_azure_file_share") +def test_download_azure_file_share_called_with_matching_uri( + mock_download_azure_file_share, +): + azure_file_uris = [ + "https://accountname.file.core.windows.net/container/some/blob", + "https://accountname.z20.file.storage.azure.net/container/some/blob", + ] + + for uri in azure_file_uris: + Storage.download(uri, out_dir="dest_path") + + expected_calls = [mock.call(uri, "dest_path") for uri in azure_file_uris] + mock_download_azure_file_share.assert_has_calls(expected_calls) diff --git a/python/kserve/kserve/utils/utils.py b/python/kserve/kserve/utils/utils.py index f8090b13365..43779eb2c56 100644 --- a/python/kserve/kserve/utils/utils.py +++ b/python/kserve/kserve/utils/utils.py @@ -27,6 +27,7 @@ from cloudevents.http import CloudEvent from grpc import ServicerContext from kserve.protocol.infer_type import InferOutput, InferRequest, InferResponse +from ..constants.constants import PredictorProtocol from ..errors import InvalidInput @@ -246,6 +247,8 @@ def get_predict_response( model_name=model_name, infer_outputs=infer_outputs, response_id=payload.id if payload.id else generate_uuid(), + use_binary_outputs=payload.use_binary_outputs, + requested_outputs=payload.request_outputs, ) else: raise InvalidInput(f"unsupported payload type {type(payload)}") @@ -268,3 +271,17 @@ def strtobool(val: str) -> bool: return False else: raise ValueError("invalid truth value %r" % (val,)) + + +def is_v2(protocol: Union[str, PredictorProtocol]) -> bool: + return protocol == PredictorProtocol.REST_V2 or ( + isinstance(protocol, str) + and protocol.lower() == PredictorProtocol.REST_V2.value.lower() + ) + + +def is_v1(protocol: Union[str, PredictorProtocol]) -> bool: + return protocol == PredictorProtocol.REST_V1 or ( + isinstance(protocol, str) + and protocol.lower() == PredictorProtocol.REST_V1.value.lower() + ) diff --git a/python/kserve/poetry.lock b/python/kserve/poetry.lock index ebd3350c17e..61ea2a82235 100644 --- a/python/kserve/poetry.lock +++ b/python/kserve/poetry.lock @@ -1,91 +1,118 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. 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"pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] - [extras] logging = ["asgi-logger"] -storage = ["azure-identity", "azure-storage-blob", "azure-storage-file-share", "boto3", "google-cloud-storage", "requests"] +ray = ["ray"] +storage = ["azure-identity", "azure-storage-blob", "azure-storage-file-share", "boto3", "google-cloud-storage", "huggingface-hub", "requests"] [metadata] lock-version = "2.0" -python-versions = ">=3.8,<3.12" -content-hash = "ca130f876b4a1138ae4f747ca84d830ed22a4a71cc99cdc24902fef9844b4771" +python-versions = ">=3.9,<3.13" +content-hash = "82b94158ba8d714fc74dd1e98f43bd861ed4860f32a9c162bdf2e350cf03bd96" diff --git a/python/kserve/pyproject.toml b/python/kserve/pyproject.toml index ecfeebc7401..dfe2de5994d 100644 --- a/python/kserve/pyproject.toml +++ b/python/kserve/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "kserve" -version = "0.13.0" +version = "0.14.0" description = "KServe Python SDK" authors = [ "The KServe Authors ", @@ -15,10 +15,10 @@ classifiers = [ "Intended Audience :: Education", "Intended Audience :: Science/Research", "Programming Language :: Python :: 3", - "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", "License :: OSI Approved :: Apache Software License", "Operating System :: OS Independent", "Topic :: Scientific/Engineering", @@ -33,39 +33,42 @@ packages = [ exclude = ["kserve/storage/test"] [tool.poetry.dependencies] -python = ">=3.8,<3.12" -uvicorn = { version = "^0.21.1", extras = ["standard"] } -fastapi = "^0.109.1" +python = ">=3.9,<3.13" +uvicorn = { version = "^0.30.6", extras = ["standard"] } +fastapi = ">=0.114.1" cloudevents = "^1.6.2" six = "^1.16.0" kubernetes = ">=23.3.0" python-dateutil = "^2.8.0" -numpy = "^1.23.5" -psutil = "^5.9.0" -ray = { version = "~2.10.0", extras = ["serve"] } -grpcio = 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They can be opted into by apps. -requests = { version = "^2.20.0", optional = true } -google-cloud-storage = { version = "^2.3.0", optional = true } -azure-storage-blob = { version = "^12.10.0", optional = true } -azure-storage-file-share = { version = "^12.7.0", optional = true } -azure-identity = { version = "^1.8.0", optional = true } -boto3 = { version = "^1.21.0", optional = true } +requests = { version = "^2.32.2", optional = true } +google-cloud-storage = { version = "^2.14.0", optional = true } +azure-storage-blob = { version = "^12.20.0", optional = true } +azure-storage-file-share = { version = "^12.16.0", optional = true } +azure-identity = { version = "^1.15.0", optional = true } +boto3 = { version = "^1.29.0", optional = true } +huggingface-hub = { version = "^0.24.5", optional = true } # Logging dependencies. They can be opted into by apps. -asgi-logger = { version = "^0.1.0", optional = true, python = ">3.8.0,<3.11" } +asgi-logger = { version = "^0.1.0", optional = true } + +# Ray dependency +ray = { version = "~2.35.0", extras = ["serve"], optional = true } [tool.poetry.extras] storage = [ @@ -75,25 +78,31 @@ storage = [ "azure-storage-file-share", "azure-identity", "boto3", + "huggingface-hub" + ] logging = [ "asgi-logger" ] - +ray = [ + "ray" +] [tool.poetry.group.test] optional = true [tool.poetry.group.test.dependencies] -pytest = "^7.2.0" -pytest-cov = "^4.0.0" +pytest = "^7.4.4" +pytest-cov = "^5.0.0" pytest-xdist = "^3.0.2" -pytest-asyncio = "^0.20.2" +pytest-asyncio = ">=0.23.4, <1.0.0" +pytest_httpx = "^v0.30.0" mypy = "^0.991" -portforward = "^0.4.3" +portforward = "^0.6.2" avro = "^1.11.0" -tomlkit = "^0.11.6" -jinja2 = "^3.1.2" -grpcio-testing = "^1.45.0" +tomlkit = "^0.12.0" +jinja2 = "^3.1.4" +grpcio-testing = "^1.60.0" + [tool.poetry.group.dev] optional = true diff --git a/python/kserve/test/test_dataplane.py b/python/kserve/test/test_dataplane.py index 392c892a83b..ea6c8b9c3d0 100644 --- a/python/kserve/test/test_dataplane.py +++ b/python/kserve/test/test_dataplane.py @@ -35,6 +35,7 @@ from kserve.protocol.dataplane import DataPlane from kserve.protocol.rest.openai import CompletionRequest, OpenAIModel from kserve.model_repository import ModelRepository +from kserve.ray import RayModel from test.test_server import ( DummyModel, dummy_cloud_event, @@ -65,10 +66,11 @@ def dataplane_with_model(self, request): # pylint: disable=no-self-use # https://github.com/ray-project/ray/blob/releases/2.8.0/python/ray/serve/deployment.py#L256 app = DummyServeModel.bind(name=self.MODEL_NAME) - handle = serve.run(app, name="TestModel", route_prefix="/") + handle = serve.run(app, name=self.MODEL_NAME, route_prefix="/") - handle.load.remote() - dataplane._model_registry.update_handle(self.MODEL_NAME, handle) + model = RayModel(self.MODEL_NAME, handle=handle) + model.load() + dataplane._model_registry.update(model) yield dataplane serve.delete(name="TestModel") @@ -104,12 +106,14 @@ async def test_model_readiness(self): ready_model = DummyModel("ReadyModel") ready_model.load() dataplane._model_registry.update(ready_model) - assert dataplane.model_ready(ready_model.name) is True + is_ready = await dataplane.model_ready(ready_model.name) + assert is_ready is True not_ready_model = DummyModel("NotReadyModel") # model.load() # Model not loaded, i.e. not ready dataplane._model_registry.update(not_ready_model) - assert dataplane.model_ready(not_ready_model.name) is False + is_ready = await dataplane.model_ready(not_ready_model.name) + assert is_ready is False async def test_server_metadata(self): with open(pathlib.Path(__file__).parent.parent / "pyproject.toml") as toml_file: @@ -169,15 +173,16 @@ async def test_infer_ce_structured(self, dataplane_with_ce_model: DataPlane): event: CloudEvent = dummy_cloud_event({"instances": [[1, 2]]}) headers, body = to_structured(event) infer_request, req_attributes = dataplane_with_ce_model.decode(body, headers) - resp, headers = await dataplane_with_ce_model.infer( + resp, response_headers = await dataplane_with_ce_model.infer( self.MODEL_NAME, infer_request, headers ) - resp, headers = dataplane_with_ce_model.encode( + resp, res_headers = dataplane_with_ce_model.encode( self.MODEL_NAME, resp, headers, req_attributes ) + response_headers.update(res_headers) body = json.loads(resp) - assert headers["content-type"] == "application/cloudevents+json" + assert response_headers["content-type"] == "application/cloudevents+json" assert body["id"] != "36077800-0c23-4f38-a0b4-01f4369f670a" assert body["data"] == {"predictions": [[1, 2]]} @@ -200,15 +205,16 @@ async def test_infer_custom_ce_attributes(self, dataplane_with_ce_model): infer_request, req_attributes = dataplane_with_ce_model.decode( body, headers ) - resp, headers = await dataplane_with_ce_model.infer( + resp, response_headers = await dataplane_with_ce_model.infer( self.MODEL_NAME, infer_request, headers ) - resp, headers = dataplane_with_ce_model.encode( + resp, res_headers = dataplane_with_ce_model.encode( self.MODEL_NAME, resp, headers, req_attributes ) + response_headers.update(res_headers) body = json.loads(resp) - assert headers["content-type"] == "application/cloudevents+json" + assert response_headers["content-type"] == "application/cloudevents+json" assert body["id"] != "36077800-0c23-4f38-a0b4-01f4369f670a" assert body["data"] == {"predictions": [[1, 2]]} @@ -225,15 +231,16 @@ async def test_infer_merge_structured_ce_attributes( infer_request, req_attributes = dataplane_with_ce_model.decode( body, headers ) - resp, headers = await dataplane_with_ce_model.infer( + resp, response_headers = await dataplane_with_ce_model.infer( self.MODEL_NAME, infer_request, headers ) - resp, headers = dataplane_with_ce_model.encode( + resp, res_headers = dataplane_with_ce_model.encode( self.MODEL_NAME, resp, headers, req_attributes ) + response_headers.update(res_headers) body = json.loads(resp) - assert headers["content-type"] == "application/cloudevents+json" + assert response_headers["content-type"] == "application/cloudevents+json" assert body["id"] != "36077800-0c23-4f38-a0b4-01f4369f670a" assert body["data"] == {"predictions": [[1, 2]]} @@ -254,21 +261,22 @@ async def test_infer_merge_binary_ce_attributes(self, dataplane_with_ce_model): infer_request, req_attributes = dataplane_with_ce_model.decode( body, headers ) - resp, headers = await dataplane_with_ce_model.infer( + resp, response_headers = await dataplane_with_ce_model.infer( self.MODEL_NAME, infer_request, headers ) - resp, headers = dataplane_with_ce_model.encode( + resp, res_headers = dataplane_with_ce_model.encode( self.MODEL_NAME, resp, headers, req_attributes ) + response_headers.update(res_headers) - assert headers["content-type"] == "application/json" - assert headers["ce-specversion"] == "1.0" - assert headers["ce-id"] != "36077800-0c23-4f38-a0b4-01f4369f670a" + assert response_headers["content-type"] == "application/json" + assert response_headers["ce-specversion"] == "1.0" + assert response_headers["ce-id"] != "36077800-0c23-4f38-a0b4-01f4369f670a" # Added by add_extension=True in dummy_cloud_event - assert headers["ce-custom-extension"] == "custom-value" - assert headers["ce-source"] == "io.kserve.inference.TestModel" - assert headers["ce-type"] == "io.kserve.inference.response" - assert headers["ce-time"] > "2021-01-28T21:04:43.144141+00:00" + assert response_headers["ce-custom-extension"] == "custom-value" + assert response_headers["ce-source"] == "io.kserve.inference.TestModel" + assert response_headers["ce-type"] == "io.kserve.inference.response" + assert response_headers["ce-time"] > "2021-01-28T21:04:43.144141+00:00" assert resp == b'{"predictions": [[1, 2]]}' async def test_infer_ce_binary_dict(self, dataplane_with_ce_model): @@ -276,19 +284,20 @@ async def test_infer_ce_binary_dict(self, dataplane_with_ce_model): headers, body = to_binary(event) infer_request, req_attributes = dataplane_with_ce_model.decode(body, headers) - resp, headers = await dataplane_with_ce_model.infer( + resp, response_headers = await dataplane_with_ce_model.infer( self.MODEL_NAME, infer_request, headers ) - resp, headers = dataplane_with_ce_model.encode( + resp, res_headers = dataplane_with_ce_model.encode( self.MODEL_NAME, resp, headers, req_attributes ) - - assert headers["content-type"] == "application/json" - assert headers["ce-specversion"] == "1.0" - assert headers["ce-id"] != "36077800-0c23-4f38-a0b4-01f4369f670a" - assert headers["ce-source"] == "io.kserve.inference.TestModel" - assert headers["ce-type"] == "io.kserve.inference.response" - assert headers["ce-time"] > "2021-01-28T21:04:43.144141+00:00" + response_headers.update(res_headers) + + assert response_headers["content-type"] == "application/json" + assert response_headers["ce-specversion"] == "1.0" + assert response_headers["ce-id"] != "36077800-0c23-4f38-a0b4-01f4369f670a" + assert response_headers["ce-source"] == "io.kserve.inference.TestModel" + assert response_headers["ce-type"] == "io.kserve.inference.response" + assert response_headers["ce-time"] > "2021-01-28T21:04:43.144141+00:00" assert resp == b'{"predictions": [[1, 2]]}' async def test_infer_ce_binary_bytes(self, dataplane_with_ce_model): @@ -296,18 +305,19 @@ async def test_infer_ce_binary_bytes(self, dataplane_with_ce_model): headers, body = to_binary(event) infer_request, req_attributes = dataplane_with_ce_model.decode(body, headers) - resp, headers = await dataplane_with_ce_model.infer( + resp, response_headers = await dataplane_with_ce_model.infer( self.MODEL_NAME, infer_request, headers ) - resp, headers = dataplane_with_ce_model.encode( + resp, res_headers = dataplane_with_ce_model.encode( self.MODEL_NAME, resp, headers, req_attributes ) - assert headers["content-type"] == "application/json" - assert headers["ce-specversion"] == "1.0" - assert headers["ce-id"] != "36077800-0c23-4f38-a0b4-01f4369f670a" - assert headers["ce-source"] == "io.kserve.inference.TestModel" - assert headers["ce-type"] == "io.kserve.inference.response" - assert headers["ce-time"] > "2021-01-28T21:04:43.144141+00:00" + response_headers.update(res_headers) + assert response_headers["content-type"] == "application/json" + assert response_headers["ce-specversion"] == "1.0" + assert response_headers["ce-id"] != "36077800-0c23-4f38-a0b4-01f4369f670a" + assert response_headers["ce-source"] == "io.kserve.inference.TestModel" + assert response_headers["ce-type"] == "io.kserve.inference.response" + assert response_headers["ce-time"] > "2021-01-28T21:04:43.144141+00:00" assert resp == b'{"predictions": [[1, 2]]}' async def test_infer_ce_bytes_bad_format_exception(self, dataplane_with_ce_model): @@ -388,20 +398,21 @@ async def test_infer_ce_avro_binary(self, dataplane_with_ce_model): headers, body = to_binary(event) infer_request, req_attributes = dataplane_with_ce_model.decode(body, headers) - resp, headers = await dataplane_with_ce_model.infer( + resp, response_headers = await dataplane_with_ce_model.infer( self.MODEL_NAME, infer_request, headers ) - resp, headers = dataplane_with_ce_model.encode( + resp, res_headers = dataplane_with_ce_model.encode( self.MODEL_NAME, resp, headers, req_attributes ) - - assert headers["content-type"] == "application/json" - assert headers["ce-specversion"] == "1.0" - assert headers["ce-id"] != "36077800-0c23-4f38-a0b4-01f4369f670a" - assert headers["ce-source"] == "io.kserve.inference.TestModel" - assert headers["ce-type"] == "io.kserve.inference.response" - assert headers["ce-time"] > "2021-01-28T21:04:43.144141+00:00" + response_headers.update(res_headers) + + assert response_headers["content-type"] == "application/json" + assert response_headers["ce-specversion"] == "1.0" + assert response_headers["ce-id"] != "36077800-0c23-4f38-a0b4-01f4369f670a" + assert response_headers["ce-source"] == "io.kserve.inference.TestModel" + assert response_headers["ce-type"] == "io.kserve.inference.response" + assert response_headers["ce-time"] > "2021-01-28T21:04:43.144141+00:00" assert resp == b'{"predictions": [["foo", 1, "pink"]]}' diff --git a/python/kserve/test/test_infer_type.py b/python/kserve/test/test_infer_type.py index 58297b8bd5e..02477e1b231 100644 --- a/python/kserve/test/test_infer_type.py +++ b/python/kserve/test/test_infer_type.py @@ -11,19 +11,155 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +import copy +import json +import numpy as np +import pytest +from orjson import orjson from kserve import InferRequest, InferInput, InferResponse, InferOutput +from kserve.errors import InvalidInput from kserve.protocol.grpc.grpc_predict_v2_pb2 import ( ModelInferRequest, InferParameter, ModelInferResponse, ) +from kserve.protocol.infer_type import ( + serialize_byte_tensor, + _contains_fp16_datatype, + RequestedOutput, +) +from kserve.protocol.rest.v2_datamodels import ( + InferenceRequest, + RequestInput, + RequestOutput, +) class TestInferRequest: - def test_to_rest(self): + def test_to_grpc(self): infer_req = InferRequest( + model_name="TestModel", + request_id="123", + parameters={"test-str": "dummy", "test-bool": True, "test-int": 100}, + infer_inputs=[ + InferInput( + name="input-0", + datatype="INT32", + shape=[1, 2], + data=[1, 2], + parameters={ + "test-str": "dummy", + "test-bool": True, + "test-int": 100, + }, + ) + ], + request_outputs=[ + RequestedOutput( + name="output-0", + parameters={ + "test-str": "dummy", + "test-bool": True, + "test-int": 100, + }, + ), + RequestedOutput( + name="output-1", + parameters={ + "test-str": "dummy", + "test-bool": True, + "test-int": 100, + }, + ), + ], + ) + expected = ModelInferRequest( + model_name="TestModel", + id="123", + parameters={ + "test-str": InferParameter(string_param="dummy"), + "test-bool": InferParameter(bool_param=True), + "test-int": InferParameter(int64_param=100), + }, + inputs=[ + { + "name": "input-0", + "shape": [1, 2], + "datatype": "INT32", + "contents": {"int_contents": [1, 2]}, + "parameters": { + "test-str": InferParameter(string_param="dummy"), + "test-bool": InferParameter(bool_param=True), + "test-int": InferParameter(int64_param=100), + }, + } + ], + outputs=[ + { + "name": "output-0", + "parameters": { + "test-str": InferParameter(string_param="dummy"), + "test-bool": InferParameter(bool_param=True), + "test-int": InferParameter(int64_param=100), + }, + }, + { + "name": "output-1", + "parameters": { + "test-str": InferParameter(string_param="dummy"), + "test-bool": InferParameter(bool_param=True), + "test-int": InferParameter(int64_param=100), + }, + }, + ], + ) + res = infer_req.to_grpc() + assert res == expected + + def test_from_grpc(self): + infer_req = ModelInferRequest( + model_name="TestModel", + id="123", + parameters={ + "test-str": InferParameter(string_param="dummy"), + "test-bool": InferParameter(bool_param=True), + "test-int": InferParameter(int64_param=100), + }, + inputs=[ + { + "name": "input-0", + "shape": [1, 2], + "datatype": "INT32", + "contents": {"int_contents": [1, 2]}, + "parameters": { + "test-str": InferParameter(string_param="dummy"), + "test-bool": InferParameter(bool_param=True), + "test-int": InferParameter(int64_param=100), + }, + } + ], + outputs=[ + { + "name": "output-0", + "parameters": { + "test-str": InferParameter(string_param="dummy"), + "test-bool": InferParameter(bool_param=True), + "test-int": InferParameter(int64_param=100), + }, + }, + { + "name": "output-1", + "parameters": { + "test-str": InferParameter(string_param="dummy"), + "test-bool": InferParameter(bool_param=True), + "test-int": InferParameter(int64_param=100), + }, + }, + ], + ) + expected = InferRequest( model_name="TestModel", request_id="123", parameters={ @@ -38,42 +174,463 @@ def test_to_rest(self): shape=[1, 2], data=[1, 2], parameters={ - "test-str": InferParameter(string_param="dummy"), - "test-bool": InferParameter(bool_param=True), - "test-int": InferParameter(int64_param=100), + "test-str": "dummy", + "test-bool": True, + "test-int": 100, }, ) ], + request_outputs=[ + RequestedOutput( + name="output-0", + parameters={ + "test-str": "dummy", + "test-bool": True, + "test-int": 100, + }, + ), + RequestedOutput( + name="output-1", + parameters={ + "test-str": "dummy", + "test-bool": True, + "test-int": 100, + }, + ), + ], + from_grpc=True, + ) + res = InferRequest.from_grpc(infer_req) + assert res == expected + + def test_to_rest_with_mixed_binary_data(self): + infer_input_1 = InferInput( + name="input1", + shape=[3], + datatype="INT32", + data=np.array([1, 2, 3], dtype=np.int32), + parameters={ + "test-str": "dummy", + }, ) - # model_name should not be present for rest - expected = { - "id": "123", + infer_input_2 = InferInput( + name="input2", + shape=[1], + datatype="BYTES", + data=None, + parameters={ + "test-int": 2, + }, + ) + infer_input_2.set_data_from_numpy( + np.array(["test"], dtype=np.object_), binary_data=True + ) + infer_input_3 = InferInput( + name="input3", + shape=[3], + datatype="FP16", + data=None, + ) + infer_input_3.set_data_from_numpy( + np.array([1.2, 2.2, 3.2], dtype=np.float16), binary_data=True + ) + infer_request = InferRequest( + request_id="4be4e82f-5500-420a-a5c5-ac86841e271b", + model_name="test_model", + infer_inputs=[infer_input_1, infer_input_2, infer_input_3], + request_outputs=[ + RequestedOutput( + name="output-0", + parameters={ + "test-str": "dummy", + "test-bool": True, + "test-int": 100, + }, + ), + RequestedOutput( + name="output-1", + parameters={ + "test-str": "dummy", + "test-bool": True, + "test-int": 100, + }, + ), + ], + ) + infer_request_bytes, json_length = infer_request.to_rest() + assert isinstance(infer_request_bytes, bytes) + assert ( + infer_request_bytes + == b'{"id":"4be4e82f-5500-420a-a5c5-ac86841e271b","model_name":"test_model","inputs":[{"name":"input1","shape":[3],"datatype":"INT32","parameters":{"test-str":"dummy"},"data":[1,2,3]},{"name":"input2","shape":[1],"datatype":"BYTES","parameters":{"test-int":2,"binary_data_size":8}},{"name":"input3","shape":[3],"datatype":"FP16","parameters":{"binary_data_size":6}}],"outputs":[{"name":"output-0","parameters":{"test-str":"dummy","test-bool":true,"test-int":100}},{"name":"output-1","parameters":{"test-str":"dummy","test-bool":true,"test-int":100}}]}\x04\x00\x00\x00test\xcd 0 + infer_request_dict = orjson.loads(infer_request_bytes[:json_length]) + assert infer_request_dict["parameters"]["request_param1"] == "request_value1" + assert infer_request_dict["inputs"][0]["parameters"]["param1"] == "value1" + def test_infer_request_to_rest_missing_data_field(self): + infer_input = InferInput( + name="input1", + shape=[1], + datatype="INT32", + parameters={"binary_data_size": 12}, + ) + infer_request = InferRequest( + model_name="test_model", + infer_inputs=[infer_input], + ) + with pytest.raises(InvalidInput): + infer_request_bytes, json_length = infer_request.to_rest() + + def test_infer_request_from_bytes_valid_input(self): + infer_input_1 = InferInput( + name="input1", + shape=[3], + datatype="INT32", + data=[1, 2, 3], + ) + infer_input_2 = InferInput( + name="input2", + shape=[3], + datatype="FP16", + data=None, + parameters={}, + ) + infer_input_2.set_data_from_numpy( + np.array([1.1, 2.9, 3.4], dtype=np.float16), binary_data=True + ) + infer_request = InferRequest( + request_id="abc", + model_name="test_model", + infer_inputs=[infer_input_1, infer_input_2], + ) + expected = copy.deepcopy(infer_request) + infer_request_bytes, json_length = infer_request.to_rest() + infer_request_from_bytes = InferRequest.from_bytes( + infer_request_bytes, json_length, "test_model" + ) + infer_request_from_bytes.inputs[1].set_data_from_numpy( + infer_request_from_bytes.inputs[1].as_numpy(), binary_data=True + ) + assert expected == infer_request_from_bytes + + def test_infer_request_from_bytes_with_requested_outputs(self): + infer_input_1 = InferInput( + name="input1", + shape=[3], + datatype="INT32", + data=[1, 2, 3], + ) + infer_input_2 = InferInput( + name="input2", + shape=[3], + datatype="FP16", + data=None, + parameters={}, + ) + infer_input_2.set_data_from_numpy( + np.array([1.1, 2.9, 3.4], dtype=np.float16), binary_data=True + ) + infer_request = InferRequest( + request_id="abc", + model_name="test_model", + infer_inputs=[infer_input_1, infer_input_2], + request_outputs=[ + RequestedOutput( + name="output-0", + parameters={ + "test-str": "dummy", + "test-bool": True, + "test-int": 100, + }, + ), + RequestedOutput( + name="output-1", + parameters={ + "test-str": "dummy", + "test-bool": True, + "test-int": 100, + }, + ), + ], + ) + expected = copy.deepcopy(infer_request) + infer_request_bytes, json_length = infer_request.to_rest() + infer_request_from_bytes = InferRequest.from_bytes( + infer_request_bytes, json_length, "test_model" + ) + infer_request_from_bytes.inputs[1].set_data_from_numpy( + infer_request_from_bytes.inputs[1].as_numpy(), binary_data=True + ) + assert expected == infer_request_from_bytes + + def test_infer_request_from_bytes_invalid_json(self): + with pytest.raises(InvalidInput): + InferRequest.from_bytes( + b'{"id": "1", "inputs": [{"name": "input1", "shape": [1], "datatype": "INT32", "data": [1]}', + 100, + "test_model", + ) + + def test_infer_request_from_bytes_missing_data_field(self): + infer_request_bytes = b'{"id": "1", "inputs": [{"name": "input1", "shape": [1], "datatype": "INT32"' + with pytest.raises(InvalidInput): + InferRequest.from_bytes( + infer_request_bytes, len(infer_request_bytes), "test_model" + ) + + def test_infer_request_from_bytes_missing_binary_data_size(self): + infer_request_bytes = b'{"id":"509c5da9-80d4-46e8-a50c-0bba2b9d76f8","inputs":[{"name":"input1","shape":[3],"datatype":"INT32"}]}\x01\x00\x00\x00\x02\x00\x00\x00\x03\x00\x00\x00' + + with pytest.raises(InvalidInput): + InferRequest.from_bytes( + infer_request_bytes, + len( + b'{"id":"509c5da9-80d4-46e8-a50c-0bba2b9d76f8","inputs":[{"name":"input1","shape":[3],"datatype":"INT32"}]}' + ), + "test_model", + ) + + def test_infer_request_from_bytes_fp16_data_via_json(self): + + infer_request_bytes = b'{"id": "1", "inputs": [{"name": "input1", "shape": [1], "datatype": "FP16", "data": [1]}' + with pytest.raises(InvalidInput): + InferRequest.from_bytes( + infer_request_bytes, len(infer_request_bytes), "test_model" + ) + + def test_from_inference_request_with_valid_input(self): + inference_request = InferenceRequest( + id="test_id", + inputs=[ + RequestInput( + name="input1", + shape=[3], + datatype="INT32", + data=[1, 2, 3], + parameters={ + "test-str": "dummy", + }, + ), + RequestInput( + name="input2", + shape=[3], + datatype="INT32", + data=[1, 2, 3], + parameters={ + "test-int": 1, + }, + ), + ], + outputs=[ + RequestOutput(name="output1", parameters={"binary_data": True}), + RequestOutput(name="output2", parameters={"binary_data": False}), + ], + parameters={"test-bool": True}, + ) + infer_request = InferRequest.from_inference_request( + inference_request, "test_model" + ) + assert infer_request.model_name == "test_model" + assert infer_request.id == "test_id" + assert infer_request.parameters == {"test-bool": True} + assert len(infer_request.inputs) == 2 + assert infer_request.inputs[0].name == "input1" + assert infer_request.inputs[0].shape == [3] + assert infer_request.inputs[0].datatype == "INT32" + assert infer_request.inputs[0].data == [1, 2, 3] + assert infer_request.inputs[0].parameters == {"test-str": "dummy"} + assert len(infer_request.request_outputs) == 2 + assert infer_request.request_outputs[0].name == "output1" + assert infer_request.request_outputs[0].parameters == {"binary_data": True} + assert infer_request.request_outputs[1].name == "output2" + assert infer_request.request_outputs[1].parameters == {"binary_data": False} + + def test_from_inference_request_with_fp16_data(self): + inference_request = InferenceRequest( + id="test_id", + inputs=[ + RequestInput( + name="input1", shape=[3], datatype="FP16", data=[1.0, 2.0, 3.0] + ) + ], + ) + with pytest.raises(InvalidInput): + InferRequest.from_inference_request(inference_request, "test_model") + + def test_from_inference_request_with_no_requested_outputs(self): + inference_request = InferenceRequest( + id="test_id", + inputs=[ + RequestInput(name="input1", shape=[3], datatype="INT32", data=[1, 2, 3]) + ], + ) + infer_request = InferRequest.from_inference_request( + inference_request, "test_model" + ) + assert infer_request.model_name == "test_model" + assert infer_request.id == "test_id" + assert len(infer_request.inputs) == 1 + assert infer_request.inputs[0].name == "input1" + assert infer_request.inputs[0].shape == [3] + assert infer_request.inputs[0].datatype == "INT32" + assert infer_request.inputs[0].data == [1, 2, 3] + assert infer_request.request_outputs is None + + +class TestInferResponse: def test_to_grpc(self): - infer_req = InferRequest( + infer_res = InferResponse( model_name="TestModel", - request_id="123", + response_id="123", + model_version="v1", parameters={"test-str": "dummy", "test-bool": True, "test-int": 100}, - infer_inputs=[ - InferInput( - name="input-0", + infer_outputs=[ + InferOutput( + name="output-0", datatype="INT32", shape=[1, 2], data=[1, 2], @@ -85,17 +642,18 @@ def test_to_grpc(self): ) ], ) - expected = ModelInferRequest( + expected = ModelInferResponse( model_name="TestModel", id="123", + model_version="v1", parameters={ "test-str": InferParameter(string_param="dummy"), "test-bool": InferParameter(bool_param=True), "test-int": InferParameter(int64_param=100), }, - inputs=[ + outputs=[ { - "name": "input-0", + "name": "output-0", "shape": [1, 2], "datatype": "INT32", "contents": {"int_contents": [1, 2]}, @@ -107,21 +665,22 @@ def test_to_grpc(self): } ], ) - res = infer_req.to_grpc() + res = infer_res.to_grpc() assert res == expected def test_from_grpc(self): - infer_req = ModelInferRequest( + infer_res = ModelInferResponse( model_name="TestModel", id="123", + model_version="v1", parameters={ "test-str": InferParameter(string_param="dummy"), "test-bool": InferParameter(bool_param=True), "test-int": InferParameter(int64_param=100), }, - inputs=[ + outputs=[ { - "name": "input-0", + "name": "output-0", "shape": [1, 2], "datatype": "INT32", "contents": {"int_contents": [1, 2]}, @@ -133,17 +692,18 @@ def test_from_grpc(self): } ], ) - expected = InferRequest( + expected = InferResponse( model_name="TestModel", - request_id="123", + response_id="123", + model_version="v1", parameters={ "test-str": InferParameter(string_param="dummy"), "test-bool": InferParameter(bool_param=True), "test-int": InferParameter(int64_param=100), }, - infer_inputs=[ - InferInput( - name="input-0", + infer_outputs=[ + InferOutput( + name="output-0", datatype="INT32", shape=[1, 2], data=[1, 2], @@ -156,149 +716,404 @@ def test_from_grpc(self): ], from_grpc=True, ) - res = InferRequest.from_grpc(infer_req) + res = InferResponse.from_grpc(infer_res) assert res == expected - class TestInferResponse: - def test_to_rest(self): - infer_res = InferResponse( - model_name="TestModel", - response_id="123", - model_version="v1", - parameters={ - "test-str": InferParameter(string_param="dummy"), - "test-bool": InferParameter(bool_param=True), - "test-int": InferParameter(int64_param=100), + def test_infer_response_to_rest_with_binary_data(self): + data = np.array( + [[1.2, 2.2, 3.2, 4.1], [1.5, 2.6, 3.787, 4.54]], dtype=np.float16 + ) + fp16_output = InferOutput( + name="fp16_output", + shape=list(data.shape), + datatype="FP16", + data=None, + parameters=None, + ) + fp32_output = InferOutput( + name="fp32_output", + shape=list(data.shape), + datatype="FP32", + data=None, + parameters=None, + ) + fp16_output.set_data_from_numpy(data, binary_data=True) + fp32_output.set_data_from_numpy(data.astype(np.float32), binary_data=True) + infer_response = InferResponse( + response_id="1", + model_name="test_model", + infer_outputs=[fp16_output, fp32_output], + requested_outputs=[ + RequestedOutput(name="fp16_output", parameters={"binary_data": True}), + RequestedOutput(name="fp32_output", parameters={"binary_data": True}), + ], + ) + result, json_length = infer_response.to_rest() + assert isinstance(result, bytes) + assert ( + result + == b'{"id":"1","model_name":"test_model","model_version":null,"outputs":[{"name":"fp16_output","shape":[2,4],"datatype":"FP16","parameters":{"binary_data_size":16}},{"name":"fp32_output","shape":[2,4],"datatype":"FP32","parameters":{"binary_data_size":32}}]}\xcd3A\x93C\x8aD\x00\xa0\x99?\x00\xc0\x0c@\x00\xc0L@\x00@\x83@\x00\x00\xc0?\x00`&@\x00`r@\x00@\x91@' + ) + assert json_length == 253 + + def test_infer_response_to_rest_without_binary_data(self): + int32_output = InferOutput( + name="int32_output", + shape=[1], + datatype="INT32", + data=[1], + parameters=None, + ) + str_output = InferOutput( + name="str_output", + shape=[1], + datatype="BYTES", + data=["test"], + parameters=None, + ) + uint_data = np.array([[1, 2]], dtype=np.uint32) + uint_output = InferOutput( + name="uint_output", + shape=list(uint_data.shape), + datatype="UINT32", + parameters=None, + data=uint_data, + ) + infer_response = InferResponse( + response_id="1", + model_name="test_model", + infer_outputs=[int32_output, str_output, uint_output], + ) + + result, json_length = infer_response.to_rest() + assert isinstance(result, dict) + assert result == { + "id": "1", + "model_name": "test_model", + "model_version": None, + "outputs": [ + { + "name": "int32_output", + "shape": [1], + "datatype": "INT32", + "data": [1], }, - infer_outputs=[ - InferOutput( - name="output-0", - datatype="INT32", - shape=[1, 2], - data=[1, 2], - parameters={ - "test-str": InferParameter(string_param="dummy"), - "test-bool": InferParameter(bool_param=True), - "test-int": InferParameter(int64_param=100), - }, - ) - ], - ) - expected = { - "id": "123", - "model_name": "TestModel", - "model_version": "v1", - "outputs": [ - { - "name": "output-0", - "shape": [1, 2], - "datatype": "INT32", - "data": [1, 2], - "parameters": { - "test-str": "dummy", - "test-bool": True, - "test-int": 100, - }, - } - ], - "parameters": {"test-str": "dummy", "test-bool": True, "test-int": 100}, - } - res = infer_res.to_rest() - assert res == expected - - def test_to_grpc(self): - infer_res = InferResponse( - model_name="TestModel", - response_id="123", - model_version="v1", - parameters={"test-str": "dummy", "test-bool": True, "test-int": 100}, - infer_outputs=[ - InferOutput( - name="output-0", - datatype="INT32", - shape=[1, 2], - data=[1, 2], - parameters={ - "test-str": "dummy", - "test-bool": True, - "test-int": 100, - }, - ) - ], - ) - expected = ModelInferResponse( - model_name="TestModel", - id="123", - model_version="v1", - parameters={ - "test-str": InferParameter(string_param="dummy"), - "test-bool": InferParameter(bool_param=True), - "test-int": InferParameter(int64_param=100), + { + "name": "str_output", + "shape": [1], + "datatype": "BYTES", + "data": ["test"], }, - outputs=[ - { - "name": "output-0", - "shape": [1, 2], - "datatype": "INT32", - "contents": {"int_contents": [1, 2]}, - "parameters": { - "test-str": InferParameter(string_param="dummy"), - "test-bool": InferParameter(bool_param=True), - "test-int": InferParameter(int64_param=100), - }, - } - ], - ) - res = infer_res.to_grpc() - assert res == expected - - def test_from_grpc(self): - infer_res = ModelInferResponse( - model_name="TestModel", - id="123", - model_version="v1", - parameters={ - "test-str": InferParameter(string_param="dummy"), - "test-bool": InferParameter(bool_param=True), - "test-int": InferParameter(int64_param=100), + { + "name": "uint_output", + "shape": [1, 2], + "datatype": "UINT32", + "data": [1, 2], }, - outputs=[ + ], + } + assert json_length is None + + def test_infer_response_to_rest_with_mixed_binary_data(self): + infer_output1 = InferOutput( + name="output1", + shape=[1], + datatype="FP16", + data=np.array([1], dtype=np.float16), + parameters=None, + ) + infer_output1.set_data_from_numpy( + np.array([1], dtype=np.float16), binary_data=True + ) + infer_output2 = InferOutput( + name="output2", + shape=[1], + datatype="INT32", + data=[1], + parameters=None, + ) + infer_output2.set_data_from_numpy( + np.array([1], dtype=np.int32), binary_data=False + ) + infer_output3 = InferOutput( + name="output3", + shape=[1], + datatype="BYTES", + data=None, + parameters=None, + ) + infer_output3.set_data_from_numpy( + np.array(["test"], dtype=np.object_), binary_data=True + ) + infer_response = InferResponse( + response_id="1", + model_name="test_model", + infer_outputs=[infer_output1, infer_output2, infer_output3], + requested_outputs=[ + RequestedOutput(name="output1", parameters={"binary_data": True}), + RequestedOutput(name="output2", parameters={"binary_data": True}), + RequestedOutput(name="output3", parameters={"binary_data": False}), + ], + ) + result, json_length = infer_response.to_rest() + assert isinstance(result, bytes) + assert ( + result + == b'{"id":"1","model_name":"test_model","model_version":null,"outputs":[{"name":"output1","shape":[1],"datatype":"FP16","parameters":{"binary_data_size":2}},{"name":"output2","shape":[1],"datatype":"INT32","parameters":{"binary_data_size":4}},{"name":"output3","shape":[1],"datatype":"BYTES","data":["test"]}]}\x00<\x01\x00\x00\x00' + ) + assert json_length == 306 + + def test_infer_response_to_rest_with_binary_output_data_true(self): + infer_output1 = InferOutput( + name="output1", + shape=[1], + datatype="FP16", + data=[1], + parameters=None, + ) + infer_output2 = InferOutput( + name="output2", + shape=[1], + datatype="FP16", + data=None, + parameters=None, + ) + infer_output2.set_data_from_numpy( + np.array([1], dtype=np.float16), binary_data=True + ) + infer_output3 = InferOutput( + name="output3", + shape=[1], + datatype="BYTES", + data=[b"test"], + parameters=None, + ) + infer_response = InferResponse( + response_id="1", + model_name="test_model", + infer_outputs=[infer_output1, infer_output2, infer_output3], + use_binary_outputs=True, + ) + result, json_length = infer_response.to_rest() + assert isinstance(result, bytes) + assert ( + result + == b'{"id":"1","model_name":"test_model","model_version":null,"outputs":[{"name":"output1","shape":[1],"datatype":"FP16","parameters":{"binary_data_size":2}},{"name":"output2","shape":[1],"datatype":"FP16","parameters":{"binary_data_size":2}},{"name":"output3","shape":[1],"datatype":"BYTES","parameters":{"binary_data_size":8}}]}\x00<\x00<\x04\x00\x00\x00test' + ) + assert json_length == 325 + + def test_infer_response_to_rest_with_binary_output_data_precedence( + self, + ): + infer_output1 = InferOutput( + name="output1", + shape=[1], + datatype="FP16", + data=np.array([1], dtype=np.float16), + parameters=None, + ) + infer_output1.set_data_from_numpy( + np.array([1], dtype=np.float16), binary_data=True + ) + infer_output2 = InferOutput( + name="output2", + shape=[1], + datatype="INT32", + data=[1], + parameters=None, + ) + infer_output3 = InferOutput( + name="output3", + shape=[1], + datatype="BYTES", + data=["test"], + parameters=None, + ) + infer_response = InferResponse( + response_id="1", + model_name="test_model", + infer_outputs=[infer_output1, infer_output2, infer_output3], + use_binary_outputs=True, + requested_outputs=[ + RequestedOutput(name="output1", parameters={"binary_data": True}), + RequestedOutput(name="output2", parameters={"binary_data": False}), + RequestedOutput(name="output3", parameters={"binary_data": True}), + ], + ) + result, json_length = infer_response.to_rest() + assert isinstance(result, bytes) + assert ( + result + == b'{"id":"1","model_name":"test_model","model_version":null,"outputs":[{"name":"output1","shape":[1],"datatype":"FP16","parameters":{"binary_data_size":2}},{"name":"output2","shape":[1],"datatype":"INT32","data":[1]},{"name":"output3","shape":[1],"datatype":"BYTES","parameters":{"binary_data_size":8}}]}\x00<\x04\x00\x00\x00test' + ) + assert json_length == 301 + + def test_infer_response_to_rest_with_raw_data_with_binary_data_false( + self, + ): + infer_output = InferOutput( + name="output1", + shape=[3], + datatype="INT32", + ) + raw_data = b"\x01\x00\x00\x00\x02\x00\x00\x00\x03\x00\x00\x00" + infer_output._raw_data = raw_data + infer_request = InferResponse( + response_id="4be4e82f-5500-420a-a5c5-ac86841e271b", + model_name="test_model", + infer_outputs=[infer_output], + ) + infer_response, json_length = infer_request.to_rest() + assert infer_response == { + "id": "4be4e82f-5500-420a-a5c5-ac86841e271b", + "model_name": "test_model", + "model_version": None, + "outputs": [ + { + "name": "output1", + "shape": [3], + "datatype": "INT32", + "data": [1, 2, 3], + } + ], + } + assert json_length is None + + def test_infer_response_to_rest_missing_data_field(self): + infer_output = InferOutput( + name="input1", + shape=[1], + datatype="INT32", + parameters={"binary_data_size": 12}, + ) + infer_response = InferResponse( + response_id="1", + model_name="test_model", + infer_outputs=[infer_output], + ) + with pytest.raises(InvalidInput): + _, _ = infer_response.to_rest() + + def test_infer_response_from_bytes_happy_path(self): + model_name = "test_model" + response_bytes = b'{"id": "1", "model_name": "test_model", "outputs": [{"name": "output1", "shape": [1], "datatype": "INT32", "data": [1]}]}' + json_length = len(response_bytes) + + infer_response = InferResponse.from_bytes( + response_bytes, + json_length, + ) + + assert infer_response.id == "1" + assert infer_response.model_name == model_name + assert len(infer_response.outputs) == 1 + assert infer_response.outputs[0].name == "output1" + assert infer_response.outputs[0].shape == [1] + assert infer_response.outputs[0].datatype == "INT32" + assert infer_response.outputs[0].data == [1] + + def test_infer_response_from_bytes_with_binary_data(self): + serialized_str_data = serialize_byte_tensor( + np.array([b"cat", b"dog", b"bird", b"fish"], dtype=np.object_) + ).item() + model_name = "test_model" + response_bytes = json.dumps( + { + "model_name": model_name, + "id": "1", + "outputs": [ { - "name": "output-0", - "shape": [1, 2], - "datatype": "INT32", - "contents": {"int_contents": [1, 2]}, - "parameters": { - "test-str": InferParameter(string_param="dummy"), - "test-bool": InferParameter(bool_param=True), - "test-int": InferParameter(int64_param=100), - }, + "name": "output1", + "shape": [4], + "datatype": "BYTES", + "parameters": {"binary_data_size": len(serialized_str_data)}, } ], - ) - expected = InferResponse( - model_name="TestModel", - response_id="123", - model_version="v1", - parameters={ - "test-str": InferParameter(string_param="dummy"), - "test-bool": InferParameter(bool_param=True), - "test-int": InferParameter(int64_param=100), - }, - infer_outputs=[ - InferOutput( - name="output-0", - datatype="INT32", - shape=[1, 2], - data=[1, 2], - parameters={ - "test-str": InferParameter(string_param="dummy"), - "test-bool": InferParameter(bool_param=True), - "test-int": InferParameter(int64_param=100), - }, - ) - ], - from_grpc=True, - ) - res = InferResponse.from_grpc(infer_res) - assert res == expected + } + ).encode() + json_length = len(response_bytes) + + infer_response = InferResponse.from_bytes( + response_bytes + serialized_str_data, + json_length, + ) + + assert infer_response.id == "1" + assert infer_response.model_name == model_name + assert len(infer_response.outputs) == 1 + assert infer_response.outputs[0].name == "output1" + assert infer_response.outputs[0].shape == [4] + assert infer_response.outputs[0].datatype == "BYTES" + assert infer_response.outputs[0].data == ["cat", "dog", "bird", "fish"] + + def test_infer_response_from_bytes_with_missing_data(self): + response_bytes = b'{"id": "1", "model_name": "test_model", "outputs": [{"name": "output1", "shape": [1], "datatype": "INT32"}]}' + json_length = len(response_bytes) + + with pytest.raises(InvalidInput): + InferResponse.from_bytes(response_bytes, json_length) + + def test_infer_response_get_output_by_name_returns_correct_output(self): + infer_output1 = InferOutput( + name="output1", shape=[1], datatype="INT32", data=[1] + ) + infer_output2 = InferOutput( + name="output2", shape=[1], datatype="INT32", data=[2] + ) + infer_response = InferResponse( + response_id="1", + model_name="test_model", + infer_outputs=[infer_output1, infer_output2], + ) + + result = infer_response.get_output_by_name("output2") + + assert result == infer_output2 + + def test_infer_response_get_output_by_name_returns_none_for_non_existent_output( + self, + ): + infer_output1 = InferOutput( + name="output1", shape=[1], datatype="INT32", data=[1] + ) + infer_output2 = InferOutput( + name="output2", shape=[1], datatype="INT32", data=[2] + ) + infer_response = InferResponse( + response_id="1", + model_name="test_model", + infer_outputs=[infer_output1, infer_output2], + ) + + result = infer_response.get_output_by_name("output3") + + assert result is None + + +def test_contains_fp16_datatype_with_fp16_output(): + infer_output1 = InferOutput(name="output1", shape=[1], datatype="FP16", data=[1]) + infer_output2 = InferOutput(name="output2", shape=[1], datatype="INT32", data=[2]) + infer_response = InferResponse( + response_id="1", + model_name="test_model", + infer_outputs=[infer_output1, infer_output2], + ) + + assert _contains_fp16_datatype(infer_response) is True + + +def test_contains_fp16_datatype_without_fp16_output(): + infer_output = InferOutput(name="output1", shape=[1], datatype="INT32", data=[1]) + infer_response = InferResponse( + response_id="1", model_name="test_model", infer_outputs=[infer_output] + ) + + assert _contains_fp16_datatype(infer_response) is False + + +def test_contains_fp16_datatype_with_no_outputs(): + infer_response = InferResponse( + response_id="1", model_name="test_model", infer_outputs=[] + ) + + assert _contains_fp16_datatype(infer_response) is False diff --git a/python/kserve/test/test_inference_client.py b/python/kserve/test/test_inference_client.py new file mode 100644 index 00000000000..abfafeaa3e1 --- /dev/null +++ b/python/kserve/test/test_inference_client.py @@ -0,0 +1,559 @@ +# Copyright 2024 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import re + +import httpx +import numpy as np +import pytest +import pytest_asyncio + +from kserve import ModelServer, InferenceRESTClient, InferRequest, InferInput +from kserve.model_server import app as kserve_app +from kserve.errors import UnsupportedProtocol +from kserve.inference_client import RESTConfig +from kserve.protocol.infer_type import RequestedOutput +from kserve.protocol.rest.server import RESTServer +from test.test_server import DummyModel + + +@pytest.mark.asyncio +class TestInferenceRESTClient: + + @pytest_asyncio.fixture(scope="class") + async def app(self): + server = ModelServer() + rest_server = RESTServer( + kserve_app, server.dataplane, server.model_repository_extension + ) + rest_server.create_application() + model = DummyModel("TestModel") + model.load() + not_ready_model = DummyModel("NotReadyModel") + # model.load() # Model not loaded, i.e. not ready + server.register_model(model) + server.register_model(not_ready_model) + yield kserve_app + await server.model_repository_extension.unload("TestModel") + await server.model_repository_extension.unload("NotReadyModel") + kserve_app.routes.clear() + + @pytest_asyncio.fixture(scope="class") + async def rest_client(self, request, app): + config = RESTConfig( + transport=httpx.ASGITransport(app=app), verbose=True, protocol=request.param + ) + client = InferenceRESTClient(config=config) + yield client + await client.close() + + @pytest.mark.parametrize( + "rest_client, protocol", [("v1", "v1"), ("v2", "v2")], indirect=["rest_client"] + ) + async def test_is_server_ready(self, rest_client, protocol): + if protocol == "v2": + assert ( + await rest_client.is_server_ready( + "http://test-server", + headers={"Host": "test-server.com"}, + timeout=1.3, + ) + is True + ) + else: + # Unsupported protocol + with pytest.raises(UnsupportedProtocol, match="Unsupported protocol v1"): + await rest_client.is_server_ready( + "http://test-server", + headers={"Host": "test-server.com"}, + timeout=1.3, + ) + + @pytest.mark.parametrize( + "rest_client, protocol", + [("v1", "v1"), ("v2", "v2"), ("v3", "v3")], + indirect=["rest_client"], + ) + async def test_is_server_live(self, rest_client, protocol): + if protocol == "v3": + # Unsupported protocol + with pytest.raises(UnsupportedProtocol, match="Unsupported protocol v3"): + await rest_client.is_server_live( + "http://test-server", + headers={"Host": "test-server.com"}, + timeout=1.3, + ) + else: + assert ( + await rest_client.is_server_live( + "http://test-server", + headers={"Host": "test-server.com"}, + timeout=1.3, + ) + is True + ) + + @pytest.mark.parametrize( + "rest_client, protocol", + [("v1", "v1"), ("v2", "v2"), ("v3", "v3")], + indirect=["rest_client"], + ) + async def test_is_model_ready(self, rest_client, protocol): + if protocol == "v3": + # Unsupported protocol + with pytest.raises(UnsupportedProtocol, match="Unsupported protocol v3"): + await rest_client.is_model_ready( + "http://test-server", + "TestModel", + headers={"Host": "test-server.com"}, + timeout=1.3, + ) + else: + + # Ready model + assert ( + await rest_client.is_model_ready( + "http://test-server/", + "TestModel", + headers={"Host": "test-server.com"}, + timeout=1.3, + ) + is True + ) + # Not ready model + assert ( + await rest_client.is_model_ready( + "http://test-server", + "NotReadyModel", + headers={"Host": "test-server.com"}, + timeout=1.3, + ) + is False + ) + + @pytest.mark.parametrize( + "rest_client, protocol", + [("v1", "v1"), ("v2", "v2"), ("v3", "v3")], + indirect=["rest_client"], + ) + async def test_infer(self, rest_client, protocol): + if protocol == "v1": + input_data = {"instances": [1, 2]} + res = await rest_client.infer( + "http://test-server/", + model_name="TestModel", + data=input_data, + headers={"Host": "test-server.com"}, + timeout=2, + ) + assert res["predictions"] == [1, 2] + + input_data = {"inputs": [1, 2]} + res = await rest_client.infer( + "http://test-server/", + model_name="TestModel", + data=input_data, + headers={"Host": "test-server.com"}, + timeout=2, + ) + assert res["predictions"] == [1, 2] + + elif protocol == "v2": + request_id = "2ja0ls9j1309" + input_data = { + "id": request_id, + "parameters": {"test-param": "abc"}, + "inputs": [ + { + "name": "input-0", + "datatype": "INT32", + "shape": [2, 2], + "data": [[1, 2], [3, 4]], + "parameters": {"test-param": "abc"}, + } + ], + } + res = await rest_client.infer( + "http://test-server/", + model_name="TestModel", + data=input_data, + headers={"Host": "test-server.com"}, + timeout=2, + ) + assert res.outputs[0].data == [1, 2, 3, 4] + assert res.id == request_id + + input_data = InferRequest( + model_name="TestModel", + request_id=request_id, + infer_inputs=[ + InferInput( + name="input-0", + datatype="INT32", + shape=[2, 2], + data=[[1, 2], [3, 4]], + parameters={"test-param": "abc"}, + ) + ], + parameters={"test-param": "abc"}, + ) + + res = await rest_client.infer( + "http://test-server/", + model_name="TestModel", + data=input_data, + headers={"Host": "test-server.com"}, + timeout=2, + ) + assert res.outputs[0].data == [1, 2, 3, 4] + assert res.id == request_id + else: + # Unsupported protocol + input_data = {"instances": [1, 2]} + with pytest.raises(UnsupportedProtocol, match="Unsupported protocol v3"): + await rest_client.infer( + "http://test-server/", + model_name="TestModel", + data=input_data, + headers={"Host": "test-server.com"}, + timeout=2, + ) + + # model_name not provided + input_data = {"instances": [1, 2]} + with pytest.raises(ValueError): + await rest_client.infer( + "http://test-server/", + data=input_data, + headers={"Host": "test-server.com"}, + timeout=2, + ) + + @pytest.mark.parametrize( + "rest_client, protocol", + [("v2", "v2")], + indirect=["rest_client"], + ) + async def test_infer_with_all_binary_data(self, rest_client, protocol): + request_id = "2ja0ls9j1309" + fp16_data = np.array([[1.1, 2.22], [3.345, 4.34343]], dtype=np.float16) + input_data = InferRequest( + model_name="TestModel", + request_id=request_id, + infer_inputs=[ + InferInput( + name="input-0", + datatype="INT32", + shape=[2, 2], + data=[[1, 2], [3, 4]], + parameters={"test-param": "abc"}, + ), + InferInput( + name="fp16_data", + datatype="FP16", + shape=[2, 2], + parameters={"test-param": "abc"}, + ), + ], + parameters={"test-param": "abc", "binary_data_output": True}, + ) + input_data.inputs[1].set_data_from_numpy(fp16_data, binary_data=True) + + res = await rest_client.infer( + "http://test-server/", + model_name="TestModel", + data=input_data, + headers={"Host": "test-server.com"}, + timeout=2, + ) + assert res.outputs[0].data == [1, 2, 3, 4] + assert res.id == request_id + + @pytest.mark.parametrize( + "rest_client, protocol", + [("v2", "v2")], + indirect=["rest_client"], + ) + async def test_infer_with_binary_data(self, rest_client, protocol): + request_id = "2ja0ls9j1309" + fp16_data = np.array([[1.1, 2.22], [3.345, 4.34343]], dtype=np.float16) + input_data = InferRequest( + model_name="TestModel", + request_id=request_id, + infer_inputs=[ + InferInput( + name="input-0", + datatype="INT32", + shape=[2, 2], + data=[[1, 2], [3, 4]], + parameters={"test-param": "abc"}, + ), + InferInput( + name="fp16_data", + datatype="FP16", + shape=[2, 2], + parameters={"test-param": "abc"}, + ), + ], + parameters={"test-param": "abc"}, + request_outputs=[ + RequestedOutput( + name="output-0", parameters={"binary_data_output": True} + ) + ], + ) + input_data.inputs[1].set_data_from_numpy(fp16_data, binary_data=True) + + res = await rest_client.infer( + "http://test-server/", + model_name="TestModel", + data=input_data, + headers={"Host": "test-server.com"}, + timeout=2, + ) + assert res.outputs[0].data == [1, 2, 3, 4] + assert res.id == request_id + + @pytest.mark.parametrize( + "rest_client", ["v1", "v2", "v3"], indirect=["rest_client"] + ) + async def test_infer_graph_endpoint(self, rest_client, httpx_mock): + request_id = "2ja0ls9j1309" + model_name = "TestModel" + httpx_mock.add_response( + url="http://test-server-v1", json={"predictions": [1, 2]} + ) + httpx_mock.add_response( + url="http://test-server-v2", + json={ + "id": request_id, + "model_name": model_name, + "outputs": [ + { + "name": "output-0", + "datatype": "INT32", + "shape": [2, 2], + "data": [1, 2, 3, 4], + } + ], + }, + ) + + async with httpx.AsyncClient() as client: + rest_client._client = client + input_data = {"instances": [1, 2]} + res = await rest_client.infer( + "http://test-server-v1", + data=input_data, + headers={"Host": "test-server.com"}, + timeout=2, + is_graph_endpoint=True, + ) + assert res["predictions"] == [1, 2] + + input_data = { + "id": request_id, + "parameters": {"test-param": "abc"}, + "inputs": [ + { + "name": "input-0", + "datatype": "INT32", + "shape": [2, 2], + "data": [[1, 2], [3, 4]], + "parameters": {"test-param": "abc"}, + } + ], + } + res = await rest_client.infer( + "http://test-server-v2", + data=input_data, + headers={"Host": "test-server.com"}, + timeout=2, + is_graph_endpoint=True, + ) + assert res["outputs"][0]["data"] == [1, 2, 3, 4] + assert res["id"] == request_id + + input_data = InferRequest( + model_name=model_name, + request_id=request_id, + infer_inputs=[ + InferInput( + name="input-0", + datatype="INT32", + shape=[2, 2], + data=[[1, 2], [3, 4]], + parameters={"test-param": "abc"}, + ) + ], + parameters={"test-param": "abc"}, + ) + + res = await rest_client.infer( + "http://test-server-v2", + data=input_data, + headers={"Host": "test-server.com"}, + timeout=2, + is_graph_endpoint=True, + ) + assert res["outputs"][0]["data"] == [1, 2, 3, 4] + assert res["id"] == request_id + + @pytest.mark.parametrize( + "rest_client, protocol", + [("v1", "v1"), ("v2", "v2"), ("v3", "v3")], + indirect=["rest_client"], + ) + async def test_infer_path_based_routing(self, rest_client, protocol, httpx_mock): + request_id = "2ja0ls9j1309" + model_name = "TestModel" + async with httpx.AsyncClient() as client: + rest_client._client = client + if protocol == "v1": + httpx_mock.add_response( + url=re.compile(r"http://test-server/serving/test/test-isvc/v1/*"), + json={"predictions": [1, 2]}, + ) + input_data = {"instances": [1, 2]} + res = await rest_client.infer( + "http://test-server/serving/test/test-isvc", + model_name="TestModel", + data=input_data, + headers={"Host": "test-server.com"}, + timeout=2, + ) + assert res["predictions"] == [1, 2] + elif protocol == "v2": + httpx_mock.add_response( + url=re.compile(r"http://test-server/serving/test/test-isvc/v2/*"), + json={ + "id": request_id, + "model_name": model_name, + "outputs": [ + { + "name": "output-0", + "datatype": "INT32", + "shape": [2, 2], + "data": [1, 2, 3, 4], + } + ], + }, + ) + input_data = { + "id": request_id, + "parameters": {"test-param": "abc"}, + "inputs": [ + { + "name": "input-0", + "datatype": "INT32", + "shape": [2, 2], + "data": [[1, 2], [3, 4]], + "parameters": {"test-param": "abc"}, + } + ], + } + res = await rest_client.infer( + "http://test-server/serving/test/test-isvc", + model_name="TestModel", + data=input_data, + headers={"Host": "test-server.com"}, + timeout=2, + ) + assert res.outputs[0].data == [1, 2, 3, 4] + assert res.id == request_id + + input_data = InferRequest( + model_name="TestModel", + request_id=request_id, + infer_inputs=[ + InferInput( + name="input-0", + datatype="INT32", + shape=[2, 2], + data=[[1, 2], [3, 4]], + parameters={"test-param": "abc"}, + ) + ], + parameters={"test-param": "abc"}, + ) + + res = await rest_client.infer( + "http://test-server/serving/test/test-isvc", + model_name=model_name, + data=input_data, + headers={"Host": "test-server.com"}, + timeout=2, + ) + assert res.outputs[0].data == [1, 2, 3, 4] + assert res.id == request_id + else: + # Unsupported protocol + input_data = {"instances": [1, 2]} + with pytest.raises( + UnsupportedProtocol, match="Unsupported protocol v3" + ): + await rest_client.infer( + "http://test-server/serving/test/test-isvc", + model_name="TestModel", + data=input_data, + headers={"Host": "test-server.com"}, + timeout=2, + ) + + @pytest.mark.parametrize( + "rest_client, protocol", [("v1", "v1"), ("v2", "v2")], indirect=["rest_client"] + ) + async def test_explain(self, rest_client, protocol): + if protocol == "v1": + input_data = {"instances": [1, 2]} + res = await rest_client.explain( + "http://test-server", + "TestModel", + data=input_data, + headers={"Host": "test-server.com"}, + timeout=2, + ) + assert res == {"predictions": [1, 2]} + + input_data = {"inputs": [1, 2]} + res = await rest_client.explain( + "http://test-server/", + "TestModel", + data=input_data, + headers={"Host": "test-server.com"}, + timeout=2, + ) + assert res == {"predictions": [1, 2]} + else: + # Unsupported protocol + with pytest.raises(UnsupportedProtocol, match="Unsupported protocol v2"): + input_data = input_data = { + "parameters": {"test-param": "abc"}, + "inputs": [ + { + "name": "input-0", + "datatype": "INT32", + "shape": [2, 2], + "data": [[1, 2], [3, 4]], + "parameters": {"test-param": "abc"}, + } + ], + } + await rest_client.explain( + "http://test-server", + "TestModel", + data=input_data, + headers={"Host": "test-server.com"}, + timeout=2, + ) diff --git a/python/kserve/test/test_model_repository.py b/python/kserve/test/test_model_repository.py index 19bf8134bb6..20197058cda 100644 --- a/python/kserve/test/test_model_repository.py +++ b/python/kserve/test/test_model_repository.py @@ -11,6 +11,7 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +import pytest from kserve import ModelRepository, Model from kserve.protocol.rest.openai import CompletionRequest, OpenAIModel @@ -57,30 +58,33 @@ def test_adding_openai_model(): assert actual.name == "openai-model" -def test_is_model_ready_nonexistent_model(): +@pytest.mark.asyncio +async def test_is_model_ready_nonexistent_model(): repo = ModelRepository() - actual = repo.is_model_ready("none-model") + actual = await repo.is_model_ready("none-model") assert actual is False -def test_is_model_ready_kserve_model(): +@pytest.mark.asyncio +async def test_is_model_ready_kserve_model(): repo = ModelRepository() model = Model(name="kserve-model") repo.update(model) with patch.object(model, "healthy"): model.healthy.side_effect = lambda: model.ready - actual = repo.is_model_ready("kserve-model") + actual = await repo.is_model_ready("kserve-model") assert actual is False model.load() - actual = repo.is_model_ready("kserve-model") + actual = await repo.is_model_ready("kserve-model") assert actual is True assert len(model.healthy.call_args) == 2 -def test_is_model_ready_openai_model(): +@pytest.mark.asyncio +async def test_is_model_ready_openai_model(): repo = ModelRepository() model = DummyOpenAIModel(name="openai-model") repo.update(model) - actual = repo.is_model_ready("openai-model") + actual = await repo.is_model_ready("openai-model") assert actual is True diff --git a/python/kserve/test/test_model_repository_extension.py b/python/kserve/test/test_model_repository_extension.py index 9410748e17c..45801e4ea7c 100644 --- a/python/kserve/test/test_model_repository_extension.py +++ b/python/kserve/test/test_model_repository_extension.py @@ -32,24 +32,23 @@ def model_repo_ext(self) -> ModelRepositoryExtension: return model_repo_ext async def test_index(self, model_repo_ext): - assert model_repo_ext.index() == [ - {"name": self.MODEL_NAME, "reason": "", "state": "Ready"} - ] + result = await model_repo_ext.index() + assert result == [{"name": self.MODEL_NAME, "reason": "", "state": "Ready"}] # Deploy another model model = DummyModel("TestModel_2") # model.load() # TestModel_2 is not loaded i.e. NotReady model_repo_ext._model_registry.update(model) - assert model_repo_ext.index() == [ + result = await model_repo_ext.index() + assert result == [ {"name": self.MODEL_NAME, "reason": "", "state": "Ready"}, {"name": "TestModel_2", "reason": "", "state": "NotReady"}, ] # List only ready models - assert model_repo_ext.index(filter_ready=True) == [ - {"name": self.MODEL_NAME, "reason": "", "state": "Ready"} - ] + result = await model_repo_ext.index(filter_ready=True) + assert result == [{"name": self.MODEL_NAME, "reason": "", "state": "Ready"}] async def test_load(self): model_repo_ext = ModelRepositoryExtension( diff --git a/python/kserve/test/test_model_server.py b/python/kserve/test/test_model_server.py index 0bb373f42e4..d27b26a2df0 100644 --- a/python/kserve/test/test_model_server.py +++ b/python/kserve/test/test_model_server.py @@ -15,7 +15,7 @@ import pytest from kserve import ModelServer -UNKNOWN_MODEL_TYPE_ERR_MESSAGE = "Unknown model collection types" +UNKNOWN_MODEL_TYPE_ERR_MESSAGE = "Unknown model collection type" def test_model_server_start_no_models(): diff --git a/python/kserve/test/test_server.py b/python/kserve/test/test_server.py index 0669b526f25..956f65a219e 100644 --- a/python/kserve/test/test_server.py +++ b/python/kserve/test/test_server.py @@ -23,20 +23,27 @@ import avro.io import avro.schema import httpx +import numpy as np +import pandas as pd import pytest +import pytest_asyncio from cloudevents.conversion import to_binary, to_structured from cloudevents.http import CloudEvent from fastapi.testclient import TestClient from ray import serve from kserve import Model, ModelRepository, ModelServer -from kserve.errors import InvalidInput +from kserve.constants.constants import INFERENCE_CONTENT_LENGTH_HEADER +from kserve.errors import InvalidInput, NoModelReady from kserve.model import PredictorProtocol +from kserve.model_server import app as kserve_app +from kserve.ray import RayModel from kserve.protocol.infer_type import ( InferInput, InferOutput, InferRequest, InferResponse, + RequestedOutput, ) from kserve.protocol.rest.server import RESTServer from kserve.protocol.rest.v2_datamodels import is_pydantic_2 @@ -102,13 +109,22 @@ async def predict(self, request, headers=None): class TestStreamPredict: @pytest.fixture(scope="class") - def app(self): # pylint: disable=no-self-use + def server(self): + server = ModelServer() + rest_server = RESTServer( + kserve_app, server.dataplane, server.model_repository_extension + ) + rest_server.create_application() + yield server + kserve_app.routes.clear() + + @pytest_asyncio.fixture(scope="class") + async def app(self, server): # pylint: disable=no-self-use model = DummyStreamModel("TestModel") model.load() - server = ModelServer() server.register_model(model) - rest_server = RESTServer(server.dataplane, server.model_repository_extension) - return rest_server.create_application() + yield kserve_app + await server.model_repository_extension.unload("TestModel") @pytest.fixture(scope="class") def http_server_client(self, app): @@ -148,22 +164,20 @@ async def predict(self, request, headers=None): infer_response.outputs[0].parameters = request.inputs[0].parameters return infer_response else: - return {"predictions": request["instances"]} + if "inputs" in request: + return {"predictions": request["inputs"]} + else: + return {"predictions": request["instances"]} async def explain(self, request, headers=None): - return {"predictions": request["instances"]} + if "inputs" in request: + return {"predictions": request["inputs"]} + else: + return {"predictions": request["instances"]} @serve.deployment class DummyServeModel(Model): - def __init__(self, name): - super().__init__(name) - self.name = name - self.ready = False - - def load(self): - self.ready = True - async def predict(self, request, headers=None): if isinstance(request, InferRequest): inputs = get_predict_input(request) @@ -251,6 +265,79 @@ async def load(self, name: str) -> bool: return False +class DummyNeverReadyModel(Model): + def __init__(self, name): + super().__init__(name) + self.name = name + self.ready = False + + +class DummyFP16OutputModel(Model): + def __init__(self, name): + super().__init__(name) + self.name = name + self.ready = False + + def load(self): + self.ready = True + + async def predict(self, request, headers=None): + outputs = pd.DataFrame( + { + "fp16_output": request.get_input_by_name("fp32_input") + .as_numpy() + .astype(np.float16) + .flatten(), + "fp32_output": request.get_input_by_name("fp32_input") + .as_numpy() + .flatten(), + } + ) + # Fixme: Gets only the 1st element of the input + # inputs = get_predict_input(request) + infer_response = get_predict_response(request, outputs, self.name) + if request.parameters: + infer_response.parameters = request.parameters + infer_response.parameters.pop("binary_data_output", None) + if request.inputs[0].parameters: + infer_response.outputs[0].parameters = request.inputs[0].parameters + infer_response.outputs[0].parameters.pop("binary_data", None) + return infer_response + + +class DummyFP16InputModel(Model): + def __init__(self, name): + super().__init__(name) + self.name = name + self.ready = False + + def load(self): + self.ready = True + + async def predict(self, request, headers=None): + outputs = pd.DataFrame( + { + "str_output": request.get_input_by_name("str_input") + .as_numpy() + .flatten(), + "fp32_output": request.get_input_by_name("fp16_input") + .as_numpy() + .astype(np.float32) + .flatten(), + } + ) + # Fixme: Gets only the 1st element of the input + # inputs = get_predict_input(request) + infer_response = get_predict_response(request, outputs, self.name) + if request.parameters: + infer_response.parameters = request.parameters + infer_response.parameters.pop("binary_data_output", None) + if request.inputs[0].parameters: + infer_response.outputs[0].parameters = request.inputs[0].parameters + infer_response.outputs[0].parameters.pop("binary_data", None) + return infer_response + + @pytest.mark.asyncio class TestModel: async def test_validate(self): @@ -276,14 +363,24 @@ async def test_validate(self): class TestV1Endpoints: + @pytest.fixture(scope="class") - def app(self): + def server(self): + server = ModelServer(registered_models=ModelRepository()) + rest_server = RESTServer( + kserve_app, server.dataplane, server.model_repository_extension + ) + rest_server.create_application() + yield server + kserve_app.routes.clear() + + @pytest_asyncio.fixture(scope="class") + async def app(self, server): model = DummyModel("TestModel") model.load() - server = ModelServer() server.register_model(model) - rest_server = RESTServer(server.dataplane, server.model_repository_extension) - return rest_server.create_application() + yield kserve_app + await server.model_repository_extension.unload("TestModel") @pytest.fixture(scope="class") def http_server_client(self, app): @@ -337,13 +434,30 @@ def test_metrics_v1(self, http_server_client): class TestV2Endpoints: @pytest.fixture(scope="class") - def app(self): + def server(self): + server = ModelServer() + rest_server = RESTServer( + kserve_app, server.dataplane, server.model_repository_extension + ) + rest_server.create_application() + yield server + kserve_app.routes.clear() + + @pytest_asyncio.fixture(scope="class") + async def app(self, server): model = DummyModel("TestModel") model.load() - server = ModelServer() server.register_model(model) - rest_server = RESTServer(server.dataplane, server.model_repository_extension) - return rest_server.create_application() + fp16_input_model = DummyFP16InputModel("FP16InputModel") + fp16_input_model.load() + server.register_model(fp16_input_model) + fp16_output_model = DummyFP16OutputModel("FP16OutputModel") + fp16_output_model.load() + server.register_model(fp16_output_model) + yield kserve_app + await server.model_repository_extension.unload("TestModel") + await server.model_repository_extension.unload("FP16InputModel") + await server.model_repository_extension.unload("FP16OutputModel") @pytest.fixture(scope="class") def http_server_client(self, app): @@ -352,25 +466,23 @@ def http_server_client(self, app): def test_list_models_v2(self, http_server_client): resp = http_server_client.get("/v2/models") assert resp.status_code == 200 - assert resp.json() == {"models": ["TestModel"]} + assert resp.json() == { + "models": ["TestModel", "FP16InputModel", "FP16OutputModel"] + } def test_infer_v2(self, http_server_client): input_data = b'{"inputs": [{"name": "input-0","shape": [1, 2],"datatype": "INT32","data": [[1,2]]}]}' - resp = http_server_client.post("/v2/models/TestModel/infer", content=input_data) + resp = http_server_client.post( + "/v2/models/TestModel/infer", + content=input_data, + headers={"content-type": "application/json"}, + ) result = json.loads(resp.content) assert resp.status_code == 200 assert result["outputs"][0]["data"] == [1, 2] assert resp.headers["content-type"] == "application/json" - def test_explain_v2(self, http_server_client): - resp = http_server_client.post( - "/v1/models/TestModel:explain", content=b'{"instances":[[1,2]]}' - ) - assert resp.status_code == 200 - assert resp.content == b'{"predictions":[[1,2]]}' - assert resp.headers["content-type"] == "application/json" - def test_infer_parameters_v2(self, http_server_client): model_name = "TestModel" req = InferRequest( @@ -397,8 +509,8 @@ def test_infer_parameters_v2(self, http_server_client): ) ], ) - - input_data = json.dumps(req.to_rest()).encode("utf-8") + infer_dict, _ = req.to_rest() + input_data = json.dumps(infer_dict).encode("utf-8") expected_res = InferResponse( model_name=model_name, response_id="123", @@ -426,27 +538,299 @@ def test_infer_parameters_v2(self, http_server_client): resp = http_server_client.post("/v2/models/TestModel/infer", content=input_data) assert resp.status_code == 200 assert resp.headers["content-type"] == "application/json" - result = InferResponse.from_rest( - model_name=model_name, response=json.loads(resp.content) - ) + result = InferResponse.from_rest(response=json.loads(resp.content)) assert result == expected_res + def test_fp16_input_as_binary_data(self, http_server_client): + fp16_data = np.array( + [[6.8, 2.8, 4.8, 1.4], [6.0, 3.4, 4.5, 1.6]], dtype=np.float16 + ) + str_data = np.array( + [["cat", "dog", "cat", "dog"], ["cat", "dog", "cat", "dog"]], + dtype=np.object_, + ) + fp16_input = InferInput( + name="fp16_input", + shape=[2, 4], + datatype="FP16", + ) + fp16_input.set_data_from_numpy(fp16_data, binary_data=True) + request = InferRequest( + model_name="FP16InputModel", + request_id="123", + infer_inputs=[ + fp16_input, + InferInput( + name="str_input", + shape=[2, 4], + datatype="BYTES", + data=str_data.tolist(), + ), + ], + ) + req_bytes, json_length = request.to_rest() + assert isinstance(req_bytes, bytes) + resp = http_server_client.post( + "/v2/models/FP16InputModel/infer", + content=req_bytes, + headers={ + INFERENCE_CONTENT_LENGTH_HEADER: str(json_length), + "Content-Type": "application/octet-stream", + }, + ) + assert resp.status_code == 200 + assert ( + resp.content + == b'{"model_name":"FP16InputModel","model_version":null,"id":"123","parameters":null,"outputs":[{"name":"str_output","shape":[8],"datatype":"BYTES","parameters":null,"data":["cat","dog","cat","dog","cat","dog","cat","dog"]},{"name":"fp32_output","shape":[8],"datatype":"FP32","parameters":null,"data":[6.80078125,2.80078125,4.80078125,1.400390625,6.0,3.400390625,4.5,1.599609375]}]}' + ) + + def test_fp16_input_not_binary_data(self, http_server_client): + fp16_data = np.array( + [[6.8, 2.8, 4.8, 1.4], [6.0, 3.4, 4.5, 1.6]], dtype=np.float16 + ) + str_data = np.array( + [["cat", "dog", "cat", "dog"], ["cat", "dog", "cat", "dog"]], + dtype=np.object_, + ) + req_dict = { + "model_name": "FP16InputModel", + "request_id": "123", + "inputs": [ + { + "name": "fp16_input", + "shape": [2, 4], + "datatype": "FP16", + "data": fp16_data.tolist(), + }, + { + "name": "str_input", + "shape": [2, 4], + "datatype": "BYTES", + "data": str_data.tolist(), + }, + ], + } + resp = http_server_client.post( + "/v2/models/FP16InputModel/infer", + json=req_dict, + headers={ + "Content-Type": "application/json", + }, + ) + assert resp.status_code == 400 + + def test_fp16_output_as_binary_data(self, http_server_client): + fp32_data = np.array( + [[6.8, 2.8, 4.8, 1.4], [6.0, 3.4, 4.5, 1.6]], dtype=np.float32 + ) + request = InferRequest( + model_name="FP16OutputModel", + request_id="123", + infer_inputs=[ + InferInput( + name="fp32_input", + shape=[2, 4], + datatype="FP32", + data=fp32_data.tolist(), + ) + ], + request_outputs=[ + RequestedOutput( + name="fp16_output", + parameters={"binary_data": True}, + ), + RequestedOutput( + name="fp32_output", + parameters={"binary_data": False}, + ), + ], + ) + req_dict, _ = request.to_rest() + resp = http_server_client.post( + "/v2/models/FP16OutputModel/infer", + json=req_dict, + headers={ + "Content-Type": "application/json", + }, + ) + assert resp.status_code == 200 + assert ( + resp.content + == b'{"id":"123","model_name":"FP16OutputModel","model_version":null,"outputs":[{"name":"fp16_output","shape":[8],"datatype":"FP16","parameters":{"binary_data_size":16}},{"name":"fp32_output","shape":[8],"datatype":"FP32","data":[6.800000190734863,2.799999952316284,4.800000190734863,1.399999976158142,6.0,3.4000000953674316,4.5,1.600000023841858]}]}\xcdF\x9aA\xcdD\x9a=\x00F\xcdB\x80Df>' + ) + assert resp.headers.get(INFERENCE_CONTENT_LENGTH_HEADER) == "345" + + def test_fp16_output_not_binary_data(self, http_server_client): + fp32_data = np.array( + [[6.8, 2.8, 4.8, 1.4], [6.0, 3.4, 4.5, 1.6]], dtype=np.float32 + ) + req_dict = { + "model_name": "FP16OutputModel", + "request_id": "123", + "inputs": [ + { + "name": "fp32_input", + "shape": [2, 4], + "datatype": "FP32", + "data": fp32_data.tolist(), + } + ], + "outputs": [ + { + "name": "fp16_output", + }, + { + "name": "fp32_output", + "parameters": {"binary_data": False}, + }, + ], + } + resp = http_server_client.post( + "/v2/models/FP16OutputModel/infer", + json=req_dict, + headers={ + "Content-Type": "application/json", + }, + ) + assert resp.status_code == 400 + + def test_requested_output(self, http_server_client): + fp32_data = np.array( + [[6.8, 2.8, 4.8, 1.4], [6.0, 3.4, 4.5, 1.6]], dtype=np.float32 + ) + request = InferRequest( + model_name="FP16OutputModel", + request_id="123", + infer_inputs=[ + InferInput( + name="fp32_input", + shape=[2, 4], + datatype="FP32", + data=fp32_data.tolist(), + ) + ], + request_outputs=[ + RequestedOutput( + name="fp32_output", + parameters={"binary_data": False}, + ) + ], + ) + req_dict, _ = request.to_rest() + resp = http_server_client.post( + "/v2/models/FP16OutputModel/infer", + json=req_dict, + headers={ + "Content-Type": "application/json", + }, + ) + assert resp.status_code == 200 + assert ( + resp.content + == b'{"model_name":"FP16OutputModel","model_version":null,"id":"123","parameters":null,"outputs":[{"name":"fp32_output","shape":[8],"datatype":"FP32","parameters":null,"data":[6.800000190734863,2.799999952316284,4.800000190734863,1.399999976158142,6.0,3.4000000953674316,4.5,1.600000023841858]}]}' + ) + + def test_all_output_as_binary_data(self, http_server_client): + fp32_data = np.array( + [[6.8, 2.8, 4.8, 1.4], [6.0, 3.4, 4.5, 1.6]], dtype=np.float32 + ) + request = InferRequest( + model_name="FP16OutputModel", + request_id="123", + infer_inputs=[ + InferInput( + name="fp32_input", + shape=[2, 4], + datatype="FP32", + data=fp32_data.tolist(), + ) + ], + parameters={"binary_data_output": True}, + ) + req_dict, _ = request.to_rest() + resp = http_server_client.post( + "/v2/models/FP16OutputModel/infer", + json=req_dict, + headers={ + "Content-Type": "application/json", + }, + ) + assert resp.status_code == 200 + assert ( + resp.content + == b'{"id":"123","model_name":"FP16OutputModel","model_version":null,"outputs":[{"name":"fp16_output","shape":[8],"datatype":"FP16","parameters":{"binary_data_size":16}},{"name":"fp32_output","shape":[8],"datatype":"FP32","parameters":{"binary_data_size":32}}]}\xcdF\x9aA\xcdD\x9a=\x00F\xcdB\x80Df>\x9a\x99\xd9@333@\x9a\x99\x99@33\xb3?\x00\x00\xc0@\x9a\x99Y@\x00\x00\x90@\xcd\xcc\xcc?' + ) + assert resp.headers.get(INFERENCE_CONTENT_LENGTH_HEADER) == "256" + + def test_binary_data_parameter_precedence(self, http_server_client): + fp32_data = np.array( + [[6.8, 2.8, 4.8, 1.4], [6.0, 3.4, 4.5, 1.6]], dtype=np.float32 + ) + request = InferRequest( + model_name="FP16OutputModel", + request_id="123", + infer_inputs=[ + InferInput( + name="fp32_input", + shape=[2, 4], + datatype="FP32", + data=fp32_data.tolist(), + ) + ], + parameters={"binary_data_output": True}, + request_outputs=[ + RequestedOutput( + name="fp16_output", + parameters={"binary_data": True}, + ), + RequestedOutput( + name="fp32_output", + parameters={"binary_data": False}, + ), + ], + ) + req_dict, _ = request.to_rest() + resp = http_server_client.post( + "/v2/models/FP16OutputModel/infer", + json=req_dict, + headers={ + "Content-Type": "application/json", + }, + ) + assert resp.status_code == 200 + assert ( + resp.content + == b'{"id":"123","model_name":"FP16OutputModel","model_version":null,"outputs":[{"name":"fp16_output","shape":[8],"datatype":"FP16","parameters":{"binary_data_size":16}},{"name":"fp32_output","shape":[8],"datatype":"FP32","data":[6.800000190734863,2.799999952316284,4.800000190734863,1.399999976158142,6.0,3.4000000953674316,4.5,1.600000023841858]}]}\xcdF\x9aA\xcdD\x9a=\x00F\xcdB\x80Df>' + ) + assert resp.headers.get(INFERENCE_CONTENT_LENGTH_HEADER) == "345" + class TestRayServer: @pytest.fixture(scope="class") - def app(self): # pylint: disable=no-self-use + def server(self): + server = ModelServer() + rest_server = RESTServer( + kserve_app, server.dataplane, server.model_repository_extension + ) + rest_server.create_application() + yield server + kserve_app.routes.clear() + + @pytest_asyncio.fixture(scope="class") + async def app(self, server): # pylint: disable=no-self-use serve.start(http_options={"host": "0.0.0.0", "port": 9071}) # https://github.com/ray-project/ray/blob/releases/2.8.0/python/ray/serve/deployment.py#L256 - app = DummyServeModel.bind(name="TestModel") - handle = serve.run(app, name="TestModel", route_prefix="/") - - handle.load.remote() + model_name = "TestModel" + ray_app = DummyServeModel.bind(name=model_name) + handle = serve.run(ray_app, name=model_name, route_prefix="/") - server = ModelServer() - server.register_model_handle("TestModel", handle) - rest_server = RESTServer(server.dataplane, server.model_repository_extension) - return rest_server.create_application() + model = RayModel(model_name, handle=handle) + model.load() + server.register_model(model) + yield kserve_app + await server.model_repository_extension.unload("TestModel") + serve.shutdown() @pytest.fixture(scope="class") def http_server_client(self, app): @@ -502,12 +886,21 @@ def test_explain(self, http_server_client): class TestTFHttpServerModelNotLoaded: @pytest.fixture(scope="class") - def app(self): # pylint: disable=no-self-use - model = DummyModel("TestModel") + def server(self): server = ModelServer() + rest_server = RESTServer( + kserve_app, server.dataplane, server.model_repository_extension + ) + rest_server.create_application() + yield server + kserve_app.routes.clear() + + @pytest_asyncio.fixture(scope="class") + async def app(self, server): # pylint: disable=no-self-use + model = DummyModel("TestModel") server.register_model(model) - rest_server = RESTServer(server.dataplane, server.model_repository_extension) - return rest_server.create_application() + yield kserve_app + await server.model_repository_extension.unload("TestModel") @pytest.fixture(scope="class") def http_server_client(self, app): @@ -520,13 +913,22 @@ def test_model_not_ready_error(self, http_server_client): class TestTFHttpServerCloudEvent: @pytest.fixture(scope="class") - def app(self): # pylint: disable=no-self-use + def server(self): + server = ModelServer() + rest_server = RESTServer( + kserve_app, server.dataplane, server.model_repository_extension + ) + rest_server.create_application() + yield server + kserve_app.routes.clear() + + @pytest_asyncio.fixture(scope="class") + async def app(self, server): # pylint: disable=no-self-use model = DummyCEModel("TestModel") model.load() - server = ModelServer() server.register_model(model) - rest_server = RESTServer(server.dataplane, server.model_repository_extension) - return rest_server.create_application() + yield kserve_app + await server.model_repository_extension.unload("TestModel") @pytest.fixture(scope="class") def http_server_client(self, app): @@ -687,13 +1089,22 @@ def test_predict_ce_bytes_bad_hex_format_exception(self, http_server_client): class TestTFHttpServerAvroCloudEvent: @pytest.fixture(scope="class") - def app(self): # pylint: disable=no-self-use + def server(self): + server = ModelServer() + rest_server = RESTServer( + kserve_app, server.dataplane, server.model_repository_extension + ) + rest_server.create_application() + yield server + kserve_app.routes.clear() + + @pytest_asyncio.fixture(scope="class") + async def app(self, server): # pylint: disable=no-self-use model = DummyAvroCEModel("TestModel") model.load() - server = ModelServer() server.register_model(model) - rest_server = RESTServer(server.dataplane, server.model_repository_extension) - return rest_server.create_application() + yield kserve_app + await server.model_repository_extension.unload("TestModel") @pytest.fixture(scope="class") def http_server_client(self, app): @@ -730,12 +1141,16 @@ def test_predict_ce_avro_binary(self, http_server_client): class TestTFHttpServerLoadAndUnLoad: @pytest.fixture(scope="class") - def app(self): # pylint: disable=no-self-use + def app(self): server = ModelServer( registered_models=DummyModelRepository(test_load_success=True) ) - rest_server = RESTServer(server.dataplane, server.model_repository_extension) - return rest_server.create_application() + rest_server = RESTServer( + kserve_app, server.dataplane, server.model_repository_extension + ) + rest_server.create_application() + yield kserve_app + kserve_app.routes.clear() @pytest.fixture(scope="class") def http_server_client(self, app): @@ -756,12 +1171,16 @@ def test_unload(self, http_server_client): class TestTFHttpServerLoadAndUnLoadFailure: @pytest.fixture(scope="class") - def app(self): # pylint: disable=no-self-use + def app(self): server = ModelServer( registered_models=DummyModelRepository(test_load_success=False) ) - rest_server = RESTServer(server.dataplane, server.model_repository_extension) - return rest_server.create_application() + rest_server = RESTServer( + kserve_app, server.dataplane, server.model_repository_extension + ) + rest_server.create_application() + yield kserve_app + kserve_app.routes.clear() @pytest.fixture(scope="class") def http_server_client(self, app): @@ -780,12 +1199,21 @@ def test_unload_fail(self, http_server_client): class TestTFHttpServerModelNotReady: @pytest.fixture(scope="class") - def app(self): # pylint: disable=no-self-use - model = DummyModel("TestModel") + def server(self): server = ModelServer() + rest_server = RESTServer( + kserve_app, server.dataplane, server.model_repository_extension + ) + rest_server.create_application() + yield server + kserve_app.routes.clear() + + @pytest_asyncio.fixture(scope="class") + async def app(self, server): # pylint: disable=no-self-use + model = DummyModel("TestModel") server.register_model(model) - rest_server = RESTServer(server.dataplane, server.model_repository_extension) - return rest_server.create_application() + yield kserve_app + await server.model_repository_extension.unload("TestModel") @pytest.fixture(scope="class") def http_server_client(self, app): @@ -815,3 +1243,12 @@ def test_explain(self, http_server_client): "/v1/models/TestModel:explain", content=b'{"instances":[[1,2]]}' ) assert resp.status_code == 503 + + +class TestWithUnhealthyModel: + def test_with_not_ready_model(self): + model = DummyNeverReadyModel("Dummy") + server = ModelServer() + with pytest.raises(NoModelReady) as exc_info: + server.start([model]) + assert exc_info.type == NoModelReady diff --git a/python/kserve/test/test_v1alpha1_cluster_local_model.py b/python/kserve/test/test_v1alpha1_cluster_local_model.py new file mode 100644 index 00000000000..ac7b2fa9174 --- /dev/null +++ b/python/kserve/test/test_v1alpha1_cluster_local_model.py @@ -0,0 +1,77 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# coding: utf-8 + +""" + KServe + + Python SDK for KServe # noqa: E501 + + The version of the OpenAPI document: v0.1 + Generated by: https://openapi-generator.tech +""" + + +from __future__ import absolute_import + +import datetime +import unittest + +from kserve.models.v1alpha1_cluster_local_model import ( # noqa: E501 + V1alpha1ClusterLocalModel, +) +from kserve.rest import ApiException + +import kserve + + +class TestV1alpha1ClusterLocalModel(unittest.TestCase): + """V1alpha1ClusterLocalModel unit test stubs""" + + def setUp(self): + pass + + def tearDown(self): + pass + + def make_instance(self, include_optional): + """Test V1alpha1ClusterLocalModel + include_option is a boolean, when False only required + params are included, when True both required and + optional params are included""" + # model = kserve.models.v1alpha1_cluster_local_model.V1alpha1ClusterLocalModel() # noqa: E501 + if include_optional: + return V1alpha1ClusterLocalModel( + api_version="0", + kind="0", + metadata=None, + spec=kserve.models.v1alpha1_cluster_local_model_spec.V1alpha1ClusterLocalModelSpec( + model_size="1Gi", + node_group="0", + source_model_uri="0", + ), + status=None, + ) + else: + return V1alpha1ClusterLocalModel() + + def testV1alpha1ClusterLocalModel(self): + """Test V1alpha1ClusterLocalModel""" + inst_req_only = self.make_instance(include_optional=False) + inst_req_and_optional = self.make_instance(include_optional=True) + + +if __name__ == "__main__": + unittest.main() diff --git a/python/kserve/test/test_v1alpha1_cluster_local_model_list.py b/python/kserve/test/test_v1alpha1_cluster_local_model_list.py new file mode 100644 index 00000000000..ab3187ec7c9 --- /dev/null +++ b/python/kserve/test/test_v1alpha1_cluster_local_model_list.py @@ -0,0 +1,98 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# coding: utf-8 + +""" + KServe + + Python SDK for KServe # noqa: E501 + + The version of the OpenAPI document: v0.1 + Generated by: https://openapi-generator.tech +""" + + +from __future__ import absolute_import + +import datetime +import unittest + +from kserve.models.v1alpha1_cluster_local_model_list import ( # noqa: E501 + V1alpha1ClusterLocalModelList, +) +from kserve.rest import ApiException + +import kserve + + +class TestV1alpha1ClusterLocalModelList(unittest.TestCase): + """V1alpha1ClusterLocalModelList unit test stubs""" + + def setUp(self): + pass + + def tearDown(self): + pass + + def make_instance(self, include_optional): + """Test V1alpha1ClusterLocalModelList + include_option is a boolean, when False only required + params are included, when True both required and + optional params are included""" + # model = kserve.models.v1alpha1_cluster_local_model_list.V1alpha1ClusterLocalModelList() # noqa: E501 + if include_optional: + return V1alpha1ClusterLocalModelList( + api_version="0", + items=[ + kserve.models.v1alpha1_cluster_local_model.V1alpha1ClusterLocalModel( + api_version="0", + kind="0", + metadata=None, + spec=kserve.models.v1alpha1_cluster_local_model_spec.V1alpha1ClusterLocalModelSpec( + model_size="1Gi", + node_group="0", + source_model_uri="0", + ), + status=None, + ) + ], + kind="0", + metadata=None, + ) + else: + return V1alpha1ClusterLocalModelList( + items=[ + kserve.models.v1alpha1_cluster_local_model.V1alpha1ClusterLocalModel( + api_version="0", + kind="0", + metadata=None, + spec=kserve.models.v1alpha1_cluster_local_model_spec.V1alpha1ClusterLocalModelSpec( + model_size="1Gi", + node_group="0", + source_model_uri="0", + ), + status=None, + ) + ], + ) + + def testV1alpha1ClusterLocalModelList(self): + """Test V1alpha1ClusterLocalModelList""" + inst_req_only = self.make_instance(include_optional=False) + inst_req_and_optional = self.make_instance(include_optional=True) + + +if __name__ == "__main__": + unittest.main() diff --git a/python/kserve/test/test_v1alpha1_cluster_local_model_spec.py b/python/kserve/test/test_v1alpha1_cluster_local_model_spec.py new file mode 100644 index 00000000000..c7423579ece --- /dev/null +++ b/python/kserve/test/test_v1alpha1_cluster_local_model_spec.py @@ -0,0 +1,73 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# coding: utf-8 + +""" + KServe + + Python SDK for KServe # noqa: E501 + + The version of the OpenAPI document: v0.1 + Generated by: https://openapi-generator.tech +""" + + +from __future__ import absolute_import + +import datetime +import unittest + +from kserve.models.v1alpha1_cluster_local_model_spec import ( # noqa: E501 + V1alpha1ClusterLocalModelSpec, +) +from kserve.rest import ApiException + +import kserve + + +class TestV1alpha1ClusterLocalModelSpec(unittest.TestCase): + """V1alpha1ClusterLocalModelSpec unit test stubs""" + + def setUp(self): + pass + + def tearDown(self): + pass + + def make_instance(self, include_optional): + """Test V1alpha1ClusterLocalModelSpec + include_option is a boolean, when False only required + params are included, when True both required and + optional params are included""" + # model = kserve.models.v1alpha1_cluster_local_model_spec.V1alpha1ClusterLocalModelSpec() # noqa: E501 + if include_optional: + return V1alpha1ClusterLocalModelSpec( + model_size="1Gi", node_group="0", source_model_uri="0" + ) + else: + return V1alpha1ClusterLocalModelSpec( + model_size="1Gi", + node_group="0", + source_model_uri="0", + ) + + def testV1alpha1ClusterLocalModelSpec(self): + """Test V1alpha1ClusterLocalModelSpec""" + inst_req_only = self.make_instance(include_optional=False) + inst_req_and_optional = self.make_instance(include_optional=True) + + +if __name__ == "__main__": + unittest.main() diff --git a/python/kserve/test/test_v1alpha1_local_model_node_group.py b/python/kserve/test/test_v1alpha1_local_model_node_group.py new file mode 100644 index 00000000000..aca4b86e82d --- /dev/null +++ b/python/kserve/test/test_v1alpha1_local_model_node_group.py @@ -0,0 +1,76 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# coding: utf-8 + +""" + KServe + + Python SDK for KServe # noqa: E501 + + The version of the OpenAPI document: v0.1 + Generated by: https://openapi-generator.tech +""" + + +from __future__ import absolute_import + +import datetime +import unittest + +from kserve.models.v1alpha1_local_model_node_group import ( # noqa: E501 + V1alpha1LocalModelNodeGroup, +) +from kserve.rest import ApiException + +import kserve + + +class TestV1alpha1LocalModelNodeGroup(unittest.TestCase): + """V1alpha1LocalModelNodeGroup unit test stubs""" + + def setUp(self): + pass + + def tearDown(self): + pass + + def make_instance(self, include_optional): + """Test V1alpha1LocalModelNodeGroup + include_option is a boolean, when False only required + params are included, when True both required and + optional params are included""" + # model = kserve.models.v1alpha1_local_model_node_group.V1alpha1LocalModelNodeGroup() # noqa: E501 + if include_optional: + return V1alpha1LocalModelNodeGroup( + api_version="0", + kind="0", + metadata=None, + spec=kserve.models.v1alpha1_local_model_node_group_spec.V1alpha1LocalModelNodeGroupSpec( + storage_limit="1Gi", + persistent_volume_claim_spec="", + persistent_volume_spec="", + ), + ) + else: + return V1alpha1LocalModelNodeGroup() + + def testV1alpha1LocalModelNodeGroup(self): + """Test V1alpha1LocalModelNodeGroup""" + inst_req_only = self.make_instance(include_optional=False) + inst_req_and_optional = self.make_instance(include_optional=True) + + +if __name__ == "__main__": + unittest.main() diff --git a/python/kserve/test/test_v1alpha1_local_model_node_group_list.py b/python/kserve/test/test_v1alpha1_local_model_node_group_list.py new file mode 100644 index 00000000000..b0bdda7ab47 --- /dev/null +++ b/python/kserve/test/test_v1alpha1_local_model_node_group_list.py @@ -0,0 +1,96 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# coding: utf-8 + +""" + KServe + + Python SDK for KServe # noqa: E501 + + The version of the OpenAPI document: v0.1 + Generated by: https://openapi-generator.tech +""" + + +from __future__ import absolute_import + +import datetime +import unittest + +from kserve.models.v1alpha1_local_model_node_group_list import ( # noqa: E501 + V1alpha1LocalModelNodeGroupList, +) +from kserve.rest import ApiException + +import kserve + + +class TestV1alpha1LocalModelNodeGroupList(unittest.TestCase): + """V1alpha1LocalModelNodeGroupList unit test stubs""" + + def setUp(self): + pass + + def tearDown(self): + pass + + def make_instance(self, include_optional): + """Test V1alpha1LocalModelNodeGroupList + include_option is a boolean, when False only required + params are included, when True both required and + optional params are included""" + # model = kserve.models.v1alpha1_local_model_node_group_list.V1alpha1LocalModelNodeGroupList() # noqa: E501 + if include_optional: + return V1alpha1LocalModelNodeGroupList( + api_version="0", + items=[ + kserve.models.v1alpha1_local_model_node_group.V1alpha1LocalModelNodeGroup( + api_version="0", + kind="0", + metadata=None, + spec=kserve.models.v1alpha1_local_model_node_group_spec.V1alpha1LocalModelNodeGroupSpec( + storage_limit="1Gi", + persistent_volume_claim_spec="", + persistent_volume_spec="", + ), + ) + ], + kind="0", + metadata=None, + ) + else: + return V1alpha1LocalModelNodeGroupList( + items=[ + kserve.models.v1alpha1_local_model_node_group.V1alpha1LocalModelNodeGroup( + api_version="0", + kind="0", + metadata=None, + spec=kserve.models.v1alpha1_local_model_node_group_spec.V1alpha1LocalModelNodeGroupSpec( + storage_limit="1Gi", + persistent_volume_claim_spec="", + persistent_volume_spec="", + ), + ) + ], + ) + + def testV1alpha1LocalModelNodeGroupList(self): + """Test V1alpha1LocalModelNodeGroupList""" + inst_req_only = self.make_instance(include_optional=False) + inst_req_and_optional = self.make_instance(include_optional=True) + + +if __name__ == "__main__": + unittest.main() diff --git a/python/kserve/test/test_v1alpha1_local_model_node_group_spec.py b/python/kserve/test/test_v1alpha1_local_model_node_group_spec.py new file mode 100644 index 00000000000..af80b272794 --- /dev/null +++ b/python/kserve/test/test_v1alpha1_local_model_node_group_spec.py @@ -0,0 +1,75 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# coding: utf-8 + +""" + KServe + + Python SDK for KServe # noqa: E501 + + The version of the OpenAPI document: v0.1 + Generated by: https://openapi-generator.tech +""" + + +from __future__ import absolute_import + +import datetime +import unittest + +from kserve.models.v1alpha1_local_model_node_group_spec import ( # noqa: E501 + V1alpha1LocalModelNodeGroupSpec, +) +from kserve.rest import ApiException + +import kserve + + +class TestV1alpha1LocalModelNodeGroupSpec(unittest.TestCase): + """V1alpha1LocalModelNodeGroupSpec unit test stubs""" + + def setUp(self): + pass + + def tearDown(self): + pass + + def make_instance(self, include_optional): + """Test V1alpha1LocalModelNodeGroupSpec + include_option is a boolean, when False only required + params are included, when True both required and + optional params are included""" + # model = kserve.models.v1alpha1_local_model_node_group_spec.V1alpha1LocalModelNodeGroupSpec() # noqa: E501 + if include_optional: + return V1alpha1LocalModelNodeGroupSpec( + storage_limit="1Gi", + persistent_volume_claim_spec="", + persistent_volume_spec="", + ) + else: + return V1alpha1LocalModelNodeGroupSpec( + storage_limit="1Gi", + persistent_volume_claim_spec="", + persistent_volume_spec="", + ) + + def testV1alpha1LocalModelNodeGroupSpec(self): + """Test V1alpha1LocalModelNodeGroupSpec""" + inst_req_only = self.make_instance(include_optional=False) + inst_req_and_optional = self.make_instance(include_optional=True) + + +if __name__ == "__main__": + unittest.main() diff --git a/python/kserve/test/test_v1beta1_ingress_config.py b/python/kserve/test/test_v1beta1_ingress_config.py index c566b1da93e..48128c49137 100644 --- a/python/kserve/test/test_v1beta1_ingress_config.py +++ b/python/kserve/test/test_v1beta1_ingress_config.py @@ -50,7 +50,7 @@ def make_instance(self, include_optional): optional params are included""" # model = kserve.models.v1beta1_ingress_config.V1beta1IngressConfig() # noqa: E501 if include_optional: - return V1beta1IngressConfig(ingress_gateway="0", ingress_service="0") + return V1beta1IngressConfig(ingress_gateway="0") else: return V1beta1IngressConfig() diff --git a/python/kserve/test/test_v1beta1_local_model_config.py b/python/kserve/test/test_v1beta1_local_model_config.py new file mode 100644 index 00000000000..8897b594deb --- /dev/null +++ b/python/kserve/test/test_v1beta1_local_model_config.py @@ -0,0 +1,67 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# coding: utf-8 + +""" + KServe + + Python SDK for KServe # noqa: E501 + + The version of the OpenAPI document: v0.1 + Generated by: https://openapi-generator.tech +""" + + +from __future__ import absolute_import + +import datetime +import unittest + +from kserve.models.v1beta1_local_model_config import ( # noqa: E501 + V1beta1LocalModelConfig, +) +from kserve.rest import ApiException + +import kserve + + +class TestV1beta1LocalModelConfig(unittest.TestCase): + """V1beta1LocalModelConfig unit test stubs""" + + def setUp(self): + pass + + def tearDown(self): + pass + + def make_instance(self, include_optional): + """Test V1beta1LocalModelConfig + include_option is a boolean, when False only required + params are included, when True both required and + optional params are included""" + # model = kserve.models.v1beta1_local_model_config.V1beta1LocalModelConfig() # noqa: E501 + if include_optional: + return V1beta1LocalModelConfig(default_job_image="0", job_namespace="0") + else: + return V1beta1LocalModelConfig() + + def testV1beta1LocalModelConfig(self): + """Test V1beta1LocalModelConfig""" + inst_req_only = self.make_instance(include_optional=False) + inst_req_and_optional = self.make_instance(include_optional=True) + + +if __name__ == "__main__": + unittest.main() diff --git a/python/kserve/test/test_v1beta1_security_config.py b/python/kserve/test/test_v1beta1_security_config.py new file mode 100644 index 00000000000..ab588f47193 --- /dev/null +++ b/python/kserve/test/test_v1beta1_security_config.py @@ -0,0 +1,66 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# coding: utf-8 + +""" + KServe + + Python SDK for KServe # noqa: E501 + + The version of the OpenAPI document: v0.1 + Generated by: https://openapi-generator.tech +""" + + +from __future__ import absolute_import + +import unittest +import datetime + +import kserve +from kserve.models.v1beta1_security_config import V1beta1SecurityConfig # noqa: E501 +from kserve.rest import ApiException + + +class TestV1beta1SecurityConfig(unittest.TestCase): + """V1beta1SecurityConfig unit test stubs""" + + def setUp(self): + pass + + def tearDown(self): + pass + + def make_instance(self, include_optional): + """Test V1beta1SecurityConfig + include_option is a boolean, when False only required + params are included, when True both required and + optional params are included""" + # model = kserve.models.v1beta1_security_config.V1beta1SecurityConfig() # noqa: E501 + if include_optional: + return V1beta1SecurityConfig(auto_mount_service_account_token=True) + else: + return V1beta1SecurityConfig( + auto_mount_service_account_token=True, + ) + + def testV1beta1SecurityConfig(self): + """Test V1beta1SecurityConfig""" + inst_req_only = self.make_instance(include_optional=False) + inst_req_and_optional = self.make_instance(include_optional=True) + + +if __name__ == "__main__": + unittest.main() diff --git a/python/kserve/test/test_v1beta1_worker_spec.py b/python/kserve/test/test_v1beta1_worker_spec.py new file mode 100644 index 00000000000..9bdc07d2e4b --- /dev/null +++ b/python/kserve/test/test_v1beta1_worker_spec.py @@ -0,0 +1,105 @@ +# Copyright 2023 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# coding: utf-8 + +""" + KServe + + Python SDK for KServe # noqa: E501 + + The version of the OpenAPI document: v0.1 + Generated by: https://openapi-generator.tech +""" + + +from __future__ import absolute_import + +import unittest +import datetime + +import kserve +from kserve.models.v1beta1_worker_spec import V1beta1WorkerSpec # noqa: E501 +from kserve.rest import ApiException + + +class TestV1beta1WorkerSpec(unittest.TestCase): + """V1beta1WorkerSpec unit test stubs""" + + def setUp(self): + pass + + def tearDown(self): + pass + + def make_instance(self, include_optional): + """Test V1beta1WorkerSpec + include_option is a boolean, when False only required + params are included, when True both required and + optional params are included""" + # model = kserve.models.v1beta1_worker_spec.V1beta1WorkerSpec() # noqa: E501 + if include_optional: + return V1beta1WorkerSpec( + active_deadline_seconds=56, + affinity=None, + automount_service_account_token=True, + containers=[None], + dns_config=None, + dns_policy="0", + enable_service_links=True, + ephemeral_containers=[None], + host_aliases=[None], + host_ipc=True, + host_network=True, + host_pid=True, + host_users=True, + hostname="0", + image_pull_secrets=[None], + init_containers=[None], + node_name="0", + node_selector={"key": "0"}, + os=None, + overhead={"key": None}, + preemption_policy="0", + priority=56, + priority_class_name="0", + readiness_gates=[None], + resource_claims=[None], + restart_policy="0", + runtime_class_name="0", + scheduler_name="0", + scheduling_gates=[None], + security_context=None, + service_account="0", + service_account_name="0", + set_hostname_as_fqdn=True, + share_process_namespace=True, + size=56, + subdomain="0", + termination_grace_period_seconds=56, + tolerations=[None], + topology_spread_constraints=[None], + volumes=[None], + ) + else: + return V1beta1WorkerSpec() + + def testV1beta1WorkerSpec(self): + """Test V1beta1WorkerSpec""" + inst_req_only = self.make_instance(include_optional=False) + inst_req_and_optional = self.make_instance(include_optional=True) + + +if __name__ == "__main__": + unittest.main() diff --git a/python/lgb.Dockerfile b/python/lgb.Dockerfile index ebc83ae6f3f..285f5ea151f 100644 --- a/python/lgb.Dockerfile +++ b/python/lgb.Dockerfile @@ -1,12 +1,12 @@ -ARG PYTHON_VERSION=3.9 -ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bullseye +ARG PYTHON_VERSION=3.11 +ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bookworm ARG VENV_PATH=/prod_venv -FROM ${BASE_IMAGE} as builder +FROM ${BASE_IMAGE} AS builder # Install Poetry ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.7.1 +ARG POETRY_VERSION=1.8.3 # Required for building packages for arm64 arch RUN apt-get update && apt-get install -y --no-install-recommends python3-dev build-essential && apt-get clean && \ @@ -32,7 +32,7 @@ COPY lgbserver lgbserver RUN cd lgbserver && poetry install --no-interaction --no-cache -FROM ${BASE_IMAGE} as prod +FROM ${BASE_IMAGE} AS prod COPY third_party third_party diff --git a/python/lgbserver/lgbserver/__main__.py b/python/lgbserver/lgbserver/__main__.py index 1363a9abdb9..722de3e3eaf 100644 --- a/python/lgbserver/lgbserver/__main__.py +++ b/python/lgbserver/lgbserver/__main__.py @@ -42,13 +42,17 @@ try: model.load() # LightGBM doesn't support multi-process, so the number of http server workers should be 1. - kserve.ModelServer(workers=1).start([model] if model.ready else []) + kserve.ModelServer(workers=1).start([model]) except ModelMissingError: logger.error( - f"fail to load model {args.model_name} from dir {args.model_dir}," + f"failed to load model {args.model_name} from dir {args.model_dir}," f"trying to load from model repository." ) + # Case 1: Model will be loaded from model repository automatically, if present + # Case 2: In the event that the model repository is empty, it's possible that this is a scenario for + # multi-model serving. In such a case, models are loaded dynamically using the TrainedModel. + # Therefore, we start the server without any preloaded models model_repository = LightGBMModelRepository(args.model_dir, args.nthread) # LightGBM doesn't support multi-process, so the number of http server workers should be 1. server = kserve.ModelServer(workers=1, registered_models=model_repository) - server.start([model] if model.ready else []) + server.start([]) diff --git a/python/lgbserver/lgbserver/test_model.py b/python/lgbserver/lgbserver/test_model.py index 42354a13f5e..f700e55e0bb 100644 --- a/python/lgbserver/lgbserver/test_model.py +++ b/python/lgbserver/lgbserver/test_model.py @@ -84,7 +84,8 @@ def test_model(): ) infer_request = InferRequest(model_name="model", infer_inputs=[infer_input]) infer_response = model.predict(infer_request) - assert infer_response.to_rest()["outputs"] == [ + infer_dict, _ = infer_response.to_rest() + assert infer_dict["outputs"] == [ { "name": "output-0", "shape": [2, 3], diff --git a/python/lgbserver/poetry.lock b/python/lgbserver/poetry.lock index 61cfdb32365..26cd98e73aa 100644 --- a/python/lgbserver/poetry.lock +++ b/python/lgbserver/poetry.lock @@ -1,128 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. - 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Not intended for use outside KServe Frameworks Images." authors = ["Lin Yiming "] license = "https://github.com/kserve/kserve/blob/master/LICENSE" @@ -10,18 +10,18 @@ packages = [ ] [tool.poetry.dependencies] -python = ">=3.8,<3.12" +python = ">=3.9,<3.13" kserve = { path = "../kserve", extras = ["storage"], develop = true } -lightgbm = "~3.3.2" -pandas = "^1.3.5" +lightgbm = { version = "~4.5.0", extras = ["scikit-learn"] } +pandas = "^2.2.0" [tool.poetry.group.test] optional = true [tool.poetry.group.test.dependencies] -pytest = "^7.2.0" -pytest-asyncio = "^0.20.3" -pytest-cov = "^4.0.0" +pytest = "^7.4.4" +pytest-asyncio = ">=0.23.4, <1.0.0" +pytest-cov = "^5.0.0" mypy = "^0.991" [tool.poetry.group.dev] diff --git a/python/paddle.Dockerfile b/python/paddle.Dockerfile index c583c155f49..292faa7b716 100644 --- a/python/paddle.Dockerfile +++ b/python/paddle.Dockerfile @@ -1,12 +1,12 @@ -ARG PYTHON_VERSION=3.9 -ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bullseye +ARG PYTHON_VERSION=3.11 +ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bookworm ARG VENV_PATH=/prod_venv -FROM ${BASE_IMAGE} as builder +FROM ${BASE_IMAGE} AS builder # Install Poetry ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.7.1 +ARG POETRY_VERSION=1.8.3 # Required for building packages for arm64 arch RUN apt-get update && apt-get install -y --no-install-recommends python3-dev build-essential && apt-get clean && \ @@ -32,7 +32,7 @@ COPY paddleserver paddleserver RUN cd paddleserver && poetry install --no-interaction --no-cache -FROM ${BASE_IMAGE} as prod +FROM ${BASE_IMAGE} AS prod COPY third_party third_party diff --git a/python/paddleserver/paddleserver/test_model.py b/python/paddleserver/paddleserver/test_model.py index 81b9b01315b..532b7d90f50 100644 --- a/python/paddleserver/paddleserver/test_model.py +++ b/python/paddleserver/paddleserver/test_model.py @@ -66,6 +66,7 @@ def test_img(filename: str, expected: int): ) infer_request = InferRequest(model_name="model", infer_inputs=[infer_input]) response = server.predict(infer_request) - 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"pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] - [metadata] lock-version = "2.0" -python-versions = ">=3.8,<3.12" -content-hash = "749511e98a8095e8a00b0e0f0cf8d54b3c7aeb87fa9fbaab947fcc83867ef5a1" +python-versions = ">=3.9,<3.13" +content-hash = "512d6f4615fdb59afde04fdb5f8d039f9e451e2521fc0722ffa4ef1239573aa6" diff --git a/python/paddleserver/pyproject.toml b/python/paddleserver/pyproject.toml index 7fe72017f29..5e0bd3da89f 100644 --- a/python/paddleserver/pyproject.toml +++ b/python/paddleserver/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "paddleserver" -version = "0.13.0" +version = "0.14.0" description = "Model Server implementation for Paddle. Not intended for use outside KServe Frameworks Images" authors = ["Zhengyuan Zhang "] license = "https://github.com/kserve/kserve/blob/master/LICENSE" @@ -10,18 +10,19 @@ packages = [ ] [tool.poetry.dependencies] -python = ">=3.8,<3.12" +python = ">=3.9,<3.13" kserve = {path = "../kserve", extras = ["storage"], develop = true} -paddlepaddle = "^2.6.0" +paddlepaddle = {version="^2.6.1", markers = "platform_system != 'Windows'"} +setuptools = {version = "^70.0.0", python = "3.12"} # setuptools is not part of python 3.12 [tool.poetry.group.test] optional = true [tool.poetry.group.test.dependencies] -pytest = "^7.2.0" -pytest-cov = "^4.0.0" +pytest = "^7.4.4" +pytest-cov = "^5.0.0" mypy = "^0.991" -opencv-python = "^4.2.0" +opencv-python = "^4.10.0" [tool.poetry.group.dev] optional = true diff --git a/python/pmml.Dockerfile b/python/pmml.Dockerfile index f5991b829a9..9fa346b6f0c 100644 --- a/python/pmml.Dockerfile +++ b/python/pmml.Dockerfile @@ -1,20 +1,21 @@ -ARG PYTHON_VERSION=3.9 -ARG JAVA_VERSION=11 -ARG BASE_IMAGE=openjdk:${JAVA_VERSION}-slim +ARG PYTHON_VERSION=3.11 +ARG JAVA_VERSION=21 +ARG BASE_IMAGE=openjdk:${JAVA_VERSION}-slim-bookworm ARG VENV_PATH=/prod_venv -FROM ${BASE_IMAGE} as builder +FROM ${BASE_IMAGE} AS builder ARG PYTHON_VERSION # Install python RUN apt-get update && \ - apt-get install -y --no-install-recommends "python${PYTHON_VERSION}" "python${PYTHON_VERSION}-dev" "python${PYTHON_VERSION}-venv" gcc && \ + apt-get install -y --no-install-recommends "python${PYTHON_VERSION}" "python${PYTHON_VERSION}-dev" "python${PYTHON_VERSION}-venv" \ + gcc build-essential && \ apt-get clean && \ rm -rf /var/lib/apt/lists/* # Install Poetry ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.7.1 +ARG POETRY_VERSION=1.8.3 RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} ENV PATH="$PATH:${POETRY_HOME}/bin" @@ -36,7 +37,7 @@ COPY pmmlserver pmmlserver RUN cd pmmlserver && poetry install --no-interaction --no-cache -FROM ${BASE_IMAGE} as prod +FROM ${BASE_IMAGE} AS prod COPY third_party third_party diff --git a/python/pmmlserver/pmmlserver/model.py b/python/pmmlserver/pmmlserver/model.py index 863f0737cad..67aa2c59107 100644 --- a/python/pmmlserver/pmmlserver/model.py +++ b/python/pmmlserver/pmmlserver/model.py @@ -17,7 +17,7 @@ import pandas as pd from jpmml_evaluator import make_evaluator -from jpmml_evaluator.py4j import Py4JBackend, launch_gateway +from jpmml_evaluator.py4j import Py4JBackend from kserve.errors import ModelMissingError, InferenceError from kserve.storage import Storage from kserve import Model @@ -35,7 +35,6 @@ def __init__(self, name: str, model_dir: str): self.ready = False self.evaluator = None self.input_fields = [] - self._gateway = None self._backend = None def load(self) -> bool: @@ -52,9 +51,8 @@ def load(self) -> bool: "More than one model file is detected, " f"Only one is allowed within model_dir: {model_files}" ) - self._gateway = launch_gateway() - self._backend = Py4JBackend(self._gateway) - self.evaluator = make_evaluator(self._backend, model_files[0]).verify() + self._backend = Py4JBackend() + self.evaluator = make_evaluator(model_files[0], self._backend).verify() self.input_fields = [ inputField.getName() for inputField in self.evaluator.getInputFields() ] diff --git a/python/pmmlserver/pmmlserver/test_model.py b/python/pmmlserver/pmmlserver/test_model.py index aed7dd811c0..9cca99a34f5 100644 --- a/python/pmmlserver/pmmlserver/test_model.py +++ b/python/pmmlserver/pmmlserver/test_model.py @@ -65,5 +65,6 @@ def test_model_v2(): }, {"name": "Node_Id", "shape": [1], "datatype": "BYTES", "data": ["2"]}, ] - assert response.to_rest()["outputs"] == expect_result + infer_dict, _ = response.to_rest() + assert infer_dict["outputs"] == expect_result assert response.to_grpc().outputs[0].contents.bytes_contents == [b"setosa"] diff --git a/python/pmmlserver/poetry.lock b/python/pmmlserver/poetry.lock index 96571bb0778..f0eec3f034e 100644 --- a/python/pmmlserver/poetry.lock +++ b/python/pmmlserver/poetry.lock @@ -1,128 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. - 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Not intended for use outside KServe Frameworks Images." authors = ["AnyISalIn "] license = "https://github.com/kserve/kserve/blob/master/LICENSE" @@ -10,18 +10,19 @@ packages = [ ] [tool.poetry.dependencies] -python = ">=3.8,<3.12" +python = ">=3.9,<3.13" kserve = { path = "../kserve", extras = ["storage"], develop = true } -jpmml-evaluator = "~0.5.1" +jpmml-evaluator = "~0.10.3" +setuptools = {version = "^70.0.0", python = "3.12"} # https://github.com/jpmml/jpmml-evaluator-python/issues/27 [tool.poetry.group.test] optional = true [tool.poetry.group.test.dependencies] -pytest = "^7.2.0" -pytest-cov = "^4.0.0" +pytest = "^7.4.4" +pytest-cov = "^5.0.0" mypy = "^0.991" -pytest-asyncio = "^0.20.3" +pytest-asyncio = ">=0.23.4, <1.0.0" [tool.poetry.group.dev] optional = true diff --git a/python/sklearn.Dockerfile b/python/sklearn.Dockerfile index 930a44759a9..61a73d28975 100644 --- a/python/sklearn.Dockerfile +++ b/python/sklearn.Dockerfile @@ -1,12 +1,12 @@ -ARG PYTHON_VERSION=3.9 -ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bullseye +ARG PYTHON_VERSION=3.11 +ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bookworm ARG VENV_PATH=/prod_venv -FROM ${BASE_IMAGE} as builder +FROM ${BASE_IMAGE} AS builder # Install Poetry ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.7.1 +ARG POETRY_VERSION=1.8.3 # Required for building packages for arm64 arch RUN apt-get update && apt-get install -y --no-install-recommends python3-dev build-essential && apt-get clean && \ @@ -32,7 +32,7 @@ COPY sklearnserver sklearnserver RUN cd sklearnserver && poetry install --no-interaction --no-cache -FROM ${BASE_IMAGE} as prod +FROM ${BASE_IMAGE} AS prod COPY third_party third_party diff --git a/python/sklearnserver/poetry.lock b/python/sklearnserver/poetry.lock index c646d9e4c40..e3fc7a66df0 100644 --- a/python/sklearnserver/poetry.lock +++ b/python/sklearnserver/poetry.lock @@ -1,128 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. - 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"pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] - [metadata] lock-version = "2.0" -python-versions = ">=3.8,<3.12" -content-hash = "fd449bafb85c41035e60803d4821f34bb1485dc8fd8695f16d7ccb5a2c60af82" +python-versions = ">=3.9,<3.13" +content-hash = "d5d59da6e5ee3c1570fa501007aace4716b48d6846f2e826ed6dc4c75376b6d8" diff --git a/python/sklearnserver/pyproject.toml b/python/sklearnserver/pyproject.toml index 9e9b491ec77..0672b629b0c 100644 --- a/python/sklearnserver/pyproject.toml +++ b/python/sklearnserver/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "sklearnserver" -version = "0.13.0" +version = "0.14.0" description = "Model Server implementation for scikit-learn. Not intended for use outside KServe Frameworks Images." authors = ["singhan "] license = "https://github.com/kserve/kserve/blob/master/LICENSE" @@ -10,11 +10,11 @@ packages = [ ] [tool.poetry.dependencies] -python = ">=3.8,<3.12" +python = ">=3.9,<3.13" kserve = { path = "../kserve", extras = ["storage"], develop = true } -scikit-learn = "~1.3.0" -joblib = "^1.1.1" -pandas = "^1.3.5" +scikit-learn = "~1.5.1" +joblib = "^1.4.0" +pandas = "^2.2.0" [tool.poetry.group.test] optional = true @@ -23,7 +23,7 @@ optional = true pytest = "^7.2.0" pytest-cov = "^4.0.0" mypy = "^0.991" -pytest-asyncio = "^0.20.3" +pytest-asyncio = ">=0.23.4, <1.0.0" [tool.poetry.group.dev] optional = true diff --git a/python/sklearnserver/sklearnserver/__main__.py b/python/sklearnserver/sklearnserver/__main__.py index 9bca3337b15..2bf980fad0a 100644 --- a/python/sklearnserver/sklearnserver/__main__.py +++ b/python/sklearnserver/sklearnserver/__main__.py @@ -33,14 +33,17 @@ model = SKLearnModel(args.model_name, args.model_dir) try: model.load() - kserve.ModelServer().start([model] if model.ready else []) + kserve.ModelServer().start([model]) except ModelMissingError: logger.error( - f"fail to locate model file for model {args.model_name} under dir {args.model_dir}," + f"failed to locate model file for model {args.model_name} under dir {args.model_dir}," f"trying loading from model repository." ) - + # Case 1: Model will be loaded from model repository automatically, if present + # Case 2: In the event that the model repository is empty, it's possible that this is a scenario for + # multi-model serving. In such a case, models are loaded dynamically using the TrainedModel. + # Therefore, we start the server without any preloaded models kserve.ModelServer( registered_models=SKLearnModelRepository(args.model_dir) - ).start([model] if model.ready else []) + ).start([]) diff --git a/python/sklearnserver/sklearnserver/example_models/joblib/model/model.joblib b/python/sklearnserver/sklearnserver/example_models/joblib/model/model.joblib index 9165f145001..a6585f67481 100644 Binary files a/python/sklearnserver/sklearnserver/example_models/joblib/model/model.joblib and b/python/sklearnserver/sklearnserver/example_models/joblib/model/model.joblib differ diff --git a/python/sklearnserver/sklearnserver/example_models/pickle/model/model.pickle b/python/sklearnserver/sklearnserver/example_models/pickle/model/model.pickle index 476e9357db9..3b8ef043275 100644 Binary files a/python/sklearnserver/sklearnserver/example_models/pickle/model/model.pickle and b/python/sklearnserver/sklearnserver/example_models/pickle/model/model.pickle differ diff --git a/python/sklearnserver/sklearnserver/example_models/pkl/model/model.pkl b/python/sklearnserver/sklearnserver/example_models/pkl/model/model.pkl index 3dd061b5d2c..42a8219fe0f 100644 Binary files a/python/sklearnserver/sklearnserver/example_models/pkl/model/model.pkl and b/python/sklearnserver/sklearnserver/example_models/pkl/model/model.pkl differ diff --git a/python/sklearnserver/sklearnserver/test_model.py b/python/sklearnserver/sklearnserver/test_model.py index 2cd86469fae..e73ddc89025 100644 --- a/python/sklearnserver/sklearnserver/test_model.py +++ b/python/sklearnserver/sklearnserver/test_model.py @@ -92,7 +92,8 @@ def test_model_joblib(): ) infer_request = InferRequest(model_name="model", infer_inputs=[infer_input]) infer_response = model.predict(infer_request) - assert infer_response.to_rest()["outputs"][0]["data"] == [0] + infer_dict, _ = infer_response.to_rest() + assert infer_dict["outputs"][0]["data"] == [0] def test_mixedtype_model_joblib(): @@ -118,7 +119,8 @@ def test_mixedtype_model_joblib(): # test v2 infer call for mixed type input infer_request = create_v2_request(request=request, model_name="model") infer_response = model.predict(infer_request) - assert infer_response.to_rest()["outputs"][0]["data"] == [12.202832815138274] + infer_dict, _ = infer_response.to_rest() + assert infer_dict["outputs"][0]["data"] == [12.202832815138274] def test_model_pickle(): diff --git a/python/storage-initializer.Dockerfile b/python/storage-initializer.Dockerfile index 0e83b851dea..3cbc1763ff8 100644 --- a/python/storage-initializer.Dockerfile +++ b/python/storage-initializer.Dockerfile @@ -1,7 +1,6 @@ -ARG PYTHON_VERSION=3.9 ARG VENV_PATH=/prod_venv -FROM registry.access.redhat.com/ubi8/ubi-minimal:latest as builder +FROM registry.access.redhat.com/ubi8/ubi-minimal:latest AS builder # Install Python and dependencies RUN microdnf install -y --setopt=ubi-8-appstream-rpms.module_hotfixes=1 --disablerepo=* \ @@ -10,7 +9,7 @@ RUN microdnf install -y --setopt=ubi-8-appstream-rpms.module_hotfixes=1 --disabl # Install Poetry ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.7.1 +ARG POETRY_VERSION=1.8.3 RUN python -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} ENV PATH="$PATH:${POETRY_HOME}/bin" @@ -30,7 +29,7 @@ RUN pip install --no-cache-dir krbcontext==0.10 hdfs~=2.6.0 requests-kerberos==0 # Fixes Quay alert GHSA-2jv5-9r88-3w3p https://github.com/Kludex/python-multipart/security/advisories/GHSA-2jv5-9r88-3w3p RUN pip install --no-cache-dir starlette==0.36.2 -FROM registry.access.redhat.com/ubi8/ubi-minimal:latest as prod +FROM registry.access.redhat.com/ubi8/ubi-minimal:latest AS prod COPY third_party third_party @@ -52,5 +51,7 @@ RUN chmod +x /storage-initializer/scripts/initializer-entrypoint RUN mkdir /work WORKDIR /work +# Set a writable /mnt folder to avoid permission issue on Huggingface download. See https://huggingface.co/docs/hub/spaces-sdks-docker#permissions +RUN chown -R kserve:kserve /mnt USER 1000 ENTRYPOINT ["/storage-initializer/scripts/initializer-entrypoint"] diff --git a/python/storage-initializer/scripts/model.joblib b/python/storage-initializer/scripts/model.joblib new file mode 100644 index 00000000000..179d5f5d200 Binary files /dev/null and b/python/storage-initializer/scripts/model.joblib differ diff --git a/python/success_200_isvc.Dockerfile b/python/success_200_isvc.Dockerfile index 6bfd0f42c41..22db97f7358 100644 --- a/python/success_200_isvc.Dockerfile +++ b/python/success_200_isvc.Dockerfile @@ -1,15 +1,15 @@ -ARG PYTHON_VERSION=3.9 -ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bullseye +ARG PYTHON_VERSION=3.11 +ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bookworm ARG VENV_PATH=/prod_venv -FROM ${BASE_IMAGE} as builder +FROM ${BASE_IMAGE} AS builder RUN apt-get update && apt-get install -y gcc python3-dev && apt-get clean && \ rm -rf /var/lib/apt/lists/* # Install Poetry ARG POETRY_HOME=/opt/poetry -ARG POETRY_VERSION=1.7.1 +ARG POETRY_VERSION=1.8.3 RUN python3 -m venv ${POETRY_HOME} && ${POETRY_HOME}/bin/pip install poetry==${POETRY_VERSION} ENV PATH="$PATH:${POETRY_HOME}/bin" @@ -33,7 +33,7 @@ COPY test_resources/graph/success_200_isvc success_200_isvc RUN cd success_200_isvc && poetry install --no-interaction --no-cache -FROM ${BASE_IMAGE} as prod +FROM ${BASE_IMAGE} AS prod COPY third_party third_party diff --git a/python/test_resources/graph/error_404_isvc/model.py b/python/test_resources/graph/error_404_isvc/model.py index 0364f02b254..455c8f6150f 100644 --- a/python/test_resources/graph/error_404_isvc/model.py +++ b/python/test_resources/graph/error_404_isvc/model.py @@ -18,7 +18,7 @@ import kserve from fastapi import HTTPException -from kserve import logging +from kserve import logging, InferResponse from kserve.model import InferRequest, ModelInferRequest @@ -32,8 +32,10 @@ def load(self): self.ready = True def predict( - 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a/python/test_resources/graph/error_404_isvc/pyproject.toml +++ b/python/test_resources/graph/error_404_isvc/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "error_404_isvc" -version = "0.13.0" +version = "0.14.0" description = "Custom isvc that always returns 404 with a JSON message" authors = ["The KServe Authors"] license = "https://github.com/kserve/kserve/blob/master/LICENSE" @@ -9,7 +9,7 @@ packages = [ ] [tool.poetry.dependencies] -python = ">=3.9,<3.12" +python = ">=3.9,<3.13" kserve = {path = "../../../kserve", develop = true} [tool.poetry.group.dev] diff --git a/python/test_resources/graph/success_200_isvc/model.py b/python/test_resources/graph/success_200_isvc/model.py index 5b4fac71c56..23c150b1b10 100644 --- a/python/test_resources/graph/success_200_isvc/model.py +++ b/python/test_resources/graph/success_200_isvc/model.py @@ -16,7 +16,7 @@ from typing import Dict, Union import kserve -from kserve import logging +from kserve import InferResponse, logging from kserve.model import InferRequest, ModelInferRequest @@ -30,9 +30,11 @@ def load(self): self.ready = True def predict( - self, payload: Union[Dict, InferRequest, ModelInferRequest], headers - ) -> Dict: - return {"message": "SUCCESS"} + self, + payload: Union[Dict, InferRequest, ModelInferRequest], + headers: Dict[str, str] = None, + ) -> Union[Dict, InferResponse]: + return {"predictions": [{"message": "SUCCESS"}]} parser = argparse.ArgumentParser(parents=[kserve.model_server.parser]) diff --git a/python/test_resources/graph/success_200_isvc/poetry.lock b/python/test_resources/graph/success_200_isvc/poetry.lock index b7be81911d6..bd00bd5de7f 100644 --- a/python/test_resources/graph/success_200_isvc/poetry.lock +++ b/python/test_resources/graph/success_200_isvc/poetry.lock @@ -1,128 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. - -[[package]] -name = "aiohttp" -version = "3.9.5" -description = "Async http client/server framework 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a/python/test_resources/graph/success_200_isvc/pyproject.toml +++ b/python/test_resources/graph/success_200_isvc/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "success_200_isvc" -version = "0.13.0" +version = "0.14.0" description = "Custom isvc that always returns 200 with a JSON SUCCESS message" authors = ["The KServe Authors"] license = "https://github.com/kserve/kserve/blob/master/LICENSE" @@ -9,7 +9,7 @@ packages = [ ] [tool.poetry.dependencies] -python = ">=3.9,<3.12" +python = ">=3.9,<3.13" kserve = {path = "../../../kserve", develop = true} [tool.poetry.group.dev] diff --git a/python/xgb.Dockerfile b/python/xgb.Dockerfile index fabfac9aa8d..5ba57eadb16 100644 --- a/python/xgb.Dockerfile +++ b/python/xgb.Dockerfile @@ -1,12 +1,12 @@ -ARG PYTHON_VERSION=3.9 -ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bullseye +ARG PYTHON_VERSION=3.11 +ARG BASE_IMAGE=python:${PYTHON_VERSION}-slim-bookworm ARG VENV_PATH=/prod_venv -FROM ${BASE_IMAGE} as builder +FROM ${BASE_IMAGE} AS builder 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Not intended for use outside KServe Frameworks Images." authors = ["Ellis Tarn "] license = "https://github.com/kserve/kserve/blob/master/LICENSE" @@ -10,19 +10,19 @@ packages = [ ] [tool.poetry.dependencies] -python = ">=3.8,<3.12" +python = ">=3.9,<3.13" kserve = { path = "../kserve", extras = ["storage"], develop = true } -xgboost = "~2.0.2" +xgboost = "~2.1.1" [tool.poetry.group.test] optional = true [tool.poetry.group.test.dependencies] -scikit-learn = "~1.2.2" -pytest = "^7.2.0" -pytest-cov = "^4.0.0" +scikit-learn = "~1.5.1" +pytest = "^7.4.4" +pytest-cov = "^5.0.0" mypy = "^0.991" -pytest-asyncio = "^0.20.3" +pytest-asyncio = ">=0.23.4, <1.0.0" [tool.poetry.group.dev] optional = true diff --git a/python/xgbserver/xgbserver/__main__.py b/python/xgbserver/xgbserver/__main__.py index 0baac9f2825..da7bcf04495 100644 --- a/python/xgbserver/xgbserver/__main__.py +++ b/python/xgbserver/xgbserver/__main__.py @@ -41,13 +41,16 @@ model = XGBoostModel(args.model_name, args.model_dir, args.nthread) try: model.load() - kserve.ModelServer().start([model] if model.ready else []) + kserve.ModelServer().start([model]) except ModelMissingError: logger.error( - f"fail to locate model file for model {args.model_name} under dir {args.model_dir}," + f"failed to locate model file for model {args.model_name} under dir {args.model_dir}," f"trying loading from model repository." ) - + # Case 1: Model will be loaded from model repository automatically, if present + # Case 2: In the event that the model repository is empty, it's possible that this is a scenario for + # multi-model serving. In such a case, models are loaded dynamically using the TrainedModel. + # Therefore, we start the server without any preloaded models kserve.ModelServer( registered_models=XGBoostModelRepository(args.model_dir, args.nthread) - ).start([model] if model.ready else []) + ).start([]) diff --git a/python/xgbserver/xgbserver/test_model.py b/python/xgbserver/xgbserver/test_model.py index 5422fb87400..04c9557012c 100644 --- a/python/xgbserver/xgbserver/test_model.py +++ b/python/xgbserver/xgbserver/test_model.py @@ -55,7 +55,8 @@ def test_bst_model(): ) infer_request = InferRequest(model_name="model", infer_inputs=[infer_input]) infer_response = model.predict(infer_request) - assert infer_response.to_rest()["outputs"][0]["data"] == [0] + infer_dict, _ = infer_response.to_rest() + assert infer_dict["outputs"][0]["data"] == [0] def test_json_model(): @@ -86,7 +87,8 @@ def test_json_model(): ) infer_request = InferRequest(model_name="model", infer_inputs=[infer_input]) infer_response = model.predict(infer_request) - assert infer_response.to_rest()["outputs"][0]["data"] == [0] + infer_dict, _ = infer_response.to_rest() + assert infer_dict["outputs"][0]["data"] == [0] def test_ubj_model(): @@ -117,4 +119,5 @@ def test_ubj_model(): ) infer_request = InferRequest(model_name="model", infer_inputs=[infer_input]) infer_response = model.predict(infer_request) - assert infer_response.to_rest()["outputs"][0]["data"] == [0] + infer_dict, _ = infer_response.to_rest() + assert infer_dict["outputs"][0]["data"] == [0] diff --git a/qpext/go.mod b/qpext/go.mod index c8e3fab6c82..206752fa8e8 100644 --- a/qpext/go.mod +++ b/qpext/go.mod @@ -1,14 +1,16 @@ module github.com/kserve/kserve/qpext -go 1.21 +go 1.22.0 + +toolchain go1.22.6 require ( github.com/hashicorp/go-multierror v1.1.1 - github.com/prometheus/client_model v0.5.0 - github.com/prometheus/common v0.46.0 - github.com/stretchr/testify v1.8.2 - go.uber.org/zap v1.26.0 - knative.dev/serving v0.40.1 + github.com/prometheus/client_model v0.6.1 + github.com/prometheus/common v0.57.0 + github.com/stretchr/testify v1.9.0 + go.uber.org/zap v1.27.0 + knative.dev/serving v0.42.2 ) require ( @@ -18,63 +20,65 @@ require ( github.com/beorn7/perks v1.0.1 // indirect github.com/blendle/zapdriver v1.3.1 // indirect github.com/census-instrumentation/opencensus-proto v0.4.1 // indirect - github.com/cespare/xxhash/v2 v2.2.0 // indirect - github.com/davecgh/go-spew v1.1.1 // indirect - github.com/evanphx/json-patch/v5 v5.8.0 // indirect + github.com/cespare/xxhash/v2 v2.3.0 // indirect + github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect + github.com/evanphx/json-patch/v5 v5.9.0 // indirect + github.com/fxamacker/cbor/v2 v2.7.0 // indirect github.com/go-kit/log v0.2.1 // indirect github.com/go-logfmt/logfmt v0.6.0 // indirect - github.com/go-logr/logr v1.3.0 // indirect + github.com/go-logr/logr v1.4.2 // indirect github.com/gogo/protobuf v1.3.2 // indirect github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect - github.com/golang/protobuf v1.5.3 // indirect + github.com/golang/protobuf v1.5.4 // indirect github.com/google/go-cmp v0.6.0 // indirect - github.com/google/go-containerregistry v0.15.2 // indirect + github.com/google/go-containerregistry v0.20.2 // indirect github.com/google/gofuzz v1.2.0 // indirect - github.com/gorilla/websocket v1.5.1 // indirect - github.com/grpc-ecosystem/grpc-gateway/v2 v2.15.2 // indirect + github.com/gorilla/websocket v1.5.3 // indirect + github.com/grpc-ecosystem/grpc-gateway/v2 v2.22.0 // indirect github.com/hashicorp/errwrap v1.1.0 // indirect github.com/hashicorp/golang-lru v1.0.2 // indirect github.com/json-iterator/go v1.1.12 // indirect github.com/kelseyhightower/envconfig v1.4.0 // indirect + github.com/klauspost/compress v1.17.9 // indirect github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect github.com/modern-go/reflect2 v1.0.2 // indirect + github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect github.com/opencontainers/go-digest v1.0.0 // indirect - github.com/openzipkin/zipkin-go v0.4.2 // indirect + github.com/openzipkin/zipkin-go v0.4.3 // indirect github.com/pkg/errors v0.9.1 // indirect - github.com/pmezard/go-difflib v1.0.0 // indirect - github.com/prometheus/client_golang v1.18.0 // indirect - github.com/prometheus/procfs v0.12.0 // indirect - github.com/prometheus/statsd_exporter v0.23.1 // indirect + github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect + github.com/prometheus/client_golang v1.20.2 // indirect + github.com/prometheus/procfs v0.15.1 // indirect + github.com/prometheus/statsd_exporter v0.27.1 // indirect + github.com/x448/float16 v0.8.4 // indirect go.opencensus.io v0.24.0 // indirect go.uber.org/atomic v1.11.0 // indirect go.uber.org/automaxprocs v1.5.3 // indirect go.uber.org/multierr v1.11.0 // indirect - golang.org/x/net v0.23.0 // indirect - golang.org/x/oauth2 v0.16.0 // indirect - golang.org/x/sync v0.6.0 // indirect - golang.org/x/sys v0.18.0 // indirect - golang.org/x/term v0.18.0 // indirect - golang.org/x/text v0.14.0 // indirect - golang.org/x/time v0.5.0 // indirect + golang.org/x/net v0.28.0 // indirect + golang.org/x/oauth2 v0.22.0 // indirect + golang.org/x/sync v0.8.0 // indirect + golang.org/x/sys v0.24.0 // indirect + golang.org/x/term v0.23.0 // indirect + golang.org/x/text v0.17.0 // indirect + golang.org/x/time v0.6.0 // indirect gomodules.xyz/jsonpatch/v2 v2.4.0 // indirect - google.golang.org/api v0.155.0 // indirect - google.golang.org/appengine v1.6.8 // indirect - google.golang.org/genproto v0.0.0-20231211222908-989df2bf70f3 // indirect - google.golang.org/genproto/googleapis/api v0.0.0-20231211222908-989df2bf70f3 // indirect - google.golang.org/genproto/googleapis/rpc v0.0.0-20231212172506-995d672761c0 // indirect - google.golang.org/grpc v1.60.1 // indirect - google.golang.org/protobuf v1.33.0 // indirect + google.golang.org/api v0.195.0 // indirect + google.golang.org/genproto/googleapis/api v0.0.0-20240827150818-7e3bb234dfed // indirect + google.golang.org/genproto/googleapis/rpc v0.0.0-20240827150818-7e3bb234dfed // indirect + google.golang.org/grpc v1.66.0 // indirect + google.golang.org/protobuf v1.34.2 // indirect gopkg.in/inf.v0 v0.9.1 // indirect gopkg.in/yaml.v2 v2.4.0 // indirect gopkg.in/yaml.v3 v3.0.1 // indirect - k8s.io/api v0.28.5 // indirect - k8s.io/apimachinery v0.28.5 // indirect - k8s.io/client-go v0.28.5 // indirect - k8s.io/klog/v2 v2.100.1 // indirect - k8s.io/utils v0.0.0-20230505201702-9f6742963106 // indirect - knative.dev/networking v0.0.0-20240116081125-ce0738abf051 // indirect - knative.dev/pkg v0.0.0-20240116073220-b488e7be5902 // indirect + k8s.io/api v0.31.0 // indirect + k8s.io/apimachinery v0.31.0 // indirect + k8s.io/client-go v0.31.0 // indirect + k8s.io/klog/v2 v2.130.1 // indirect + k8s.io/utils v0.0.0-20240821151609-f90d01438635 // indirect + knative.dev/networking v0.0.0-20240815142417-37fdbdd0854b // indirect + knative.dev/pkg v0.0.0-20240815051656-89743d9bbf7c // indirect sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd // indirect - sigs.k8s.io/structured-merge-diff/v4 v4.2.3 // indirect + sigs.k8s.io/structured-merge-diff/v4 v4.4.1 // indirect sigs.k8s.io/yaml v1.4.0 // indirect ) diff --git a/qpext/go.sum b/qpext/go.sum index 70c63938489..98173ccffb1 100644 --- a/qpext/go.sum +++ b/qpext/go.sum @@ -1,3 +1,4 @@ +cel.dev/expr v0.15.0/go.mod h1:TRSuuV7DlVCE/uwv5QbAiW/v8l5O8C4eEPHeu7gf7Sg= cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU= @@ -13,12 +14,17 @@ cloud.google.com/go v0.56.0/go.mod h1:jr7tqZxxKOVYizybht9+26Z/gUq7tiRzu+ACVAMbKV cloud.google.com/go v0.57.0/go.mod h1:oXiQ6Rzq3RAkkY7N6t3TcE6jE+CIBBbA36lwQ1JyzZs= cloud.google.com/go v0.62.0/go.mod h1:jmCYTdRCQuc1PHIIJ/maLInMho30T/Y0M4hTdTShOYc= cloud.google.com/go v0.65.0/go.mod h1:O5N8zS7uWy9vkA9vayVHs65eM1ubvY4h553ofrNHObY= +cloud.google.com/go v0.115.1/go.mod h1:DuujITeaufu3gL68/lOFIirVNJwQeyf5UXyi+Wbgknc= +cloud.google.com/go/auth v0.9.1/go.mod h1:Sw8ocT5mhhXxFklyhT12Eiy0ed6tTrPMCJjSI8KhYLk= +cloud.google.com/go/auth/oauth2adapt v0.2.4/go.mod h1:jC/jOpwFP6JBxhB3P5Rr0a9HLMC/Pe3eaL4NmdvqPtc= cloud.google.com/go/bigquery v1.0.1/go.mod h1:i/xbL2UlR5RvWAURpBYZTtm/cXjCha9lbfbpx4poX+o= cloud.google.com/go/bigquery v1.3.0/go.mod h1:PjpwJnslEMmckchkHFfq+HTD2DmtT67aNFKH1/VBDHE= cloud.google.com/go/bigquery v1.4.0/go.mod h1:S8dzgnTigyfTmLBfrtrhyYhwRxG72rYxvftPBK2Dvzc= cloud.google.com/go/bigquery v1.5.0/go.mod h1:snEHRnqQbz117VIFhE8bmtwIDY80NLUZUMb4Nv6dBIg= cloud.google.com/go/bigquery v1.7.0/go.mod h1://okPTzCYNXSlb24MZs83e2Do+h+VXtc4gLoIoXIAPc= cloud.google.com/go/bigquery v1.8.0/go.mod h1:J5hqkt3O0uAFnINi6JXValWIb1v0goeZM77hZzJN/fQ= +cloud.google.com/go/compute v1.19.3/go.mod h1:qxvISKp/gYnXkSAD1ppcSOveRAmzxicEv/JlizULFrI= +cloud.google.com/go/compute/metadata v0.5.0/go.mod h1:aHnloV2TPI38yx4s9+wAZhHykWvVCfu7hQbF+9CWoiY= cloud.google.com/go/datastore v1.0.0/go.mod h1:LXYbyblFSglQ5pkeyhO+Qmw7ukd3C+pD7TKLgZqpHYE= cloud.google.com/go/datastore v1.1.0/go.mod h1:umbIZjpQpHh4hmRpGhH4tLFup+FVzqBi1b3c64qFpCk= cloud.google.com/go/pubsub v1.0.1/go.mod h1:R0Gpsv3s54REJCy4fxDixWD93lHJMoZTyQ2kNxGRt3I= @@ -37,53 +43,107 @@ contrib.go.opencensus.io/exporter/prometheus v0.4.2/go.mod h1:dvEHbiKmgvbr5pjaF9 contrib.go.opencensus.io/exporter/zipkin v0.1.2 h1:YqE293IZrKtqPnpwDPH/lOqTWD/s3Iwabycam74JV3g= contrib.go.opencensus.io/exporter/zipkin v0.1.2/go.mod h1:mP5xM3rrgOjpn79MM8fZbj3gsxcuytSqtH0dxSWW1RE= dmitri.shuralyov.com/gpu/mtl v0.0.0-20190408044501-666a987793e9/go.mod h1:H6x//7gZCb22OMCxBHrMx7a5I7Hp++hsVxbQ4BYO7hU= +github.com/Azure/azure-sdk-for-go v68.0.0+incompatible/go.mod h1:9XXNKU+eRnpl9moKnB4QOLf1HestfXbmab5FXxiDBjc= +github.com/Azure/go-autorest v14.2.0+incompatible/go.mod h1:r+4oMnoxhatjLLJ6zxSWATqVooLgysK6ZNox3g/xq24= +github.com/Azure/go-autorest/autorest v0.11.29/go.mod h1:ZtEzC4Jy2JDrZLxvWs8LrBWEBycl1hbT1eknI8MtfAs= +github.com/Azure/go-autorest/autorest/adal v0.9.23/go.mod h1:5pcMqFkdPhviJdlEy3kC/v1ZLnQl0MH6XA5YCcMhy4c= +github.com/Azure/go-autorest/autorest/azure/auth v0.5.11/go.mod h1:84w/uV8E37feW2NCJ08uT9VBfjfUHpgLVnG2InYD6cg= +github.com/Azure/go-autorest/autorest/azure/cli v0.4.6/go.mod h1:piCfgPho7BiIDdEQ1+g4VmKyD5y+p/XtSNqE6Hc4QD0= +github.com/Azure/go-autorest/autorest/date v0.3.0/go.mod h1:BI0uouVdmngYNUzGWeSYnokU+TrmwEsOqdt8Y6sso74= +github.com/Azure/go-autorest/logger v0.2.1/go.mod h1:T9E3cAhj2VqvPOtCYAvby9aBXkZmbF5NWuPV8+WeEW8= +github.com/Azure/go-autorest/tracing v0.6.0/go.mod h1:+vhtPC754Xsa23ID7GlGsrdKBpUA79WCAKPPZVC2DeU= github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU= github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo= +github.com/IBM/sarama v1.43.1/go.mod h1:GG5q1RURtDNPz8xxJs3mgX6Ytak8Z9eLhAkJPObe2xE= +github.com/Microsoft/go-winio v0.6.1/go.mod h1:LRdKpFKfdobln8UmuiYcKPot9D2v6svN5+sAH+4kjUM= github.com/Shopify/sarama v1.19.0/go.mod h1:FVkBWblsNy7DGZRfXLU0O9RCGt5g3g3yEuWXgklEdEo= github.com/Shopify/toxiproxy v2.1.4+incompatible/go.mod h1:OXgGpZ6Cli1/URJOF1DMxUHB2q5Ap20/P/eIdh4G0pI= +github.com/ahmetb/gen-crd-api-reference-docs v0.3.1-0.20210609063737-0067dc6dcea2/go.mod h1:TdjdkYhlOifCQWPs1UdTma97kQQMozf5h26hTuG70u8= +github.com/alecthomas/kingpin/v2 v2.4.0/go.mod h1:0gyi0zQnjuFk8xrkNKamJoyUo382HRL7ATRpFZCw6tE= github.com/alecthomas/template v0.0.0-20160405071501-a0175ee3bccc/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc= github.com/alecthomas/template v0.0.0-20190718012654-fb15b899a751/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc= github.com/alecthomas/units v0.0.0-20151022065526-2efee857e7cf/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0= github.com/alecthomas/units v0.0.0-20190717042225-c3de453c63f4/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0= github.com/alecthomas/units v0.0.0-20190924025748-f65c72e2690d/go.mod h1:rBZYJk541a8SKzHPHnH3zbiI+7dagKZ0cgpgrD7Fyho= github.com/alecthomas/units v0.0.0-20211218093645-b94a6e3cc137/go.mod h1:OMCwj8VM1Kc9e19TLln2VL61YJF0x1XFtfdL4JdbSyE= +github.com/alecthomas/units v0.0.0-20240626203959-61d1e3462e30/go.mod h1:fvzegU4vN3H1qMT+8wDmzjAcDONcgo2/SZ/TyfdUOFs= github.com/antihax/optional v1.0.0/go.mod h1:uupD/76wgC+ih3iEmQUL+0Ugr19nfwCT1kdvxnR2qWY= +github.com/armon/go-socks5 v0.0.0-20160902184237-e75332964ef5/go.mod h1:wHh0iHkYZB8zMSxRWpUBQtwG5a7fFgvEO+odwuTv2gs= +github.com/aws/aws-sdk-go-v2 v1.16.16/go.mod h1:SwiyXi/1zTUZ6KIAmLK5V5ll8SiURNUYOqTerZPaF9k= +github.com/aws/aws-sdk-go-v2/config v1.17.8/go.mod h1:UkCI3kb0sCdvtjiXYiU4Zx5h07BOpgBTtkPu/49r+kA= +github.com/aws/aws-sdk-go-v2/credentials v1.12.21/go.mod h1:O+4XyAt4e+oBAoIwNUYkRg3CVMscaIJdmZBOcPgJ8D8= +github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.12.17/go.mod h1:yIkQcCDYNsZfXpd5UX2Cy+sWA1jPgIhGTw9cOBzfVnQ= +github.com/aws/aws-sdk-go-v2/internal/configsources v1.1.23/go.mod h1:2DFxAQ9pfIRy0imBCJv+vZ2X6RKxves6fbnEuSry6b4= +github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.4.17/go.mod h1:pRwaTYCJemADaqCbUAxltMoHKata7hmB5PjEXeu0kfg= +github.com/aws/aws-sdk-go-v2/internal/ini v1.3.24/go.mod h1:jULHjqqjDlbyTa7pfM7WICATnOv+iOhjletM3N0Xbu8= +github.com/aws/aws-sdk-go-v2/service/ecr v1.17.18/go.mod h1:DQtDYmexqR+z+B6HBCvY7zK/tuXKv6Zy/IwOXOK3eow= +github.com/aws/aws-sdk-go-v2/service/ecrpublic v1.13.17/go.mod h1:r1Vuka0kyzqN0sZm4lYTXf0Vhl+o/mTLq6vKpBBZYaQ= +github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.9.17/go.mod h1:4nYOrY41Lrbk2170/BGkcJKBhws9Pfn8MG3aGqjjeFI= +github.com/aws/aws-sdk-go-v2/service/sso v1.11.23/go.mod h1:/w0eg9IhFGjGyyncHIQrXtU8wvNsTJOP0R6PPj0wf80= +github.com/aws/aws-sdk-go-v2/service/ssooidc v1.13.6/go.mod h1:csZuQY65DAdFBt1oIjO5hhBR49kQqop4+lcuCjf2arA= +github.com/aws/aws-sdk-go-v2/service/sts v1.16.19/go.mod h1:h4J3oPZQbxLhzGnk+j9dfYHi5qIOVJ5kczZd658/ydM= +github.com/aws/smithy-go v1.13.3/go.mod h1:Tg+OJXh4MB2R/uN61Ko2f6hTZwB/ZYGOtib8J3gBHzA= +github.com/awslabs/amazon-ecr-credential-helper/ecr-login v0.0.0-20221004211355-a250ad2ca1e3/go.mod h1:m06KtrZgOloUaePAQMv+Ha8kRmTnKdozTHZrweepIrw= github.com/beorn7/perks v0.0.0-20180321164747-3a771d992973/go.mod h1:Dwedo/Wpr24TaqPxmxbtue+5NUziq4I4S80YR8gNf3Q= github.com/beorn7/perks v1.0.0/go.mod h1:KWe93zE9D1o94FZ5RNwFwVgaQK1VOXiVxmqh+CedLV8= github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM= github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw= +github.com/blang/semver/v4 v4.0.0/go.mod h1:IbckMUScFkM3pff0VJDNKRiT6TG/YpiHIM2yvyW5YoQ= github.com/blendle/zapdriver v1.3.1 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h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw= @@ -338,26 +451,31 @@ go.opencensus.io v0.22.4/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw= go.opencensus.io v0.23.0/go.mod h1:XItmlyltB5F7CS4xOC1DcqMoFqwtC6OG2xF7mCv7P7E= go.opencensus.io v0.24.0 h1:y73uSU6J157QMP2kn2r30vwW1A2W2WFwSCGnAVxeaD0= go.opencensus.io v0.24.0/go.mod h1:vNK8G9p7aAivkbmorf4v+7Hgx+Zs0yY+0fOtgBfjQKo= +go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.49.0/go.mod h1:Mjt1i1INqiaoZOMGR1RIUJN+i3ChKoFRqzrRQhlkbs0= +go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.49.0/go.mod h1:p8pYQP+m5XfbZm9fxtSKAbM6oIllS7s2AfxrChvc7iw= +go.opentelemetry.io/otel v1.24.0/go.mod h1:W7b9Ozg4nkF5tWI5zsXkaKKDjdVjpD4oAt9Qi/MArHo= +go.opentelemetry.io/otel/metric v1.24.0/go.mod h1:VYhLe1rFfxuTXLgj4CBiyz+9WYBA8pNGJgDcSFRKBco= +go.opentelemetry.io/otel/trace v1.24.0/go.mod h1:HPc3Xr/cOApsBI154IU0OI0HJexz+aw5uPdbs3UCjNU= go.uber.org/atomic v1.4.0/go.mod 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h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto= -golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc= +golang.org/x/crypto v0.26.0/go.mod h1:GY7jblb9wI+FOo5y8/S2oY4zWP07AkOJ4+jxCqdqn54= golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA= golang.org/x/exp v0.0.0-20190306152737-a1d7652674e8/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA= golang.org/x/exp v0.0.0-20190510132918-efd6b22b2522/go.mod h1:ZjyILWgesfNpC6sMxTJOJm9Kp84zZh5NQWvqDGG3Qr8= @@ -368,6 +486,7 @@ golang.org/x/exp v0.0.0-20191227195350-da58074b4299/go.mod h1:2RIsYlXP63K8oxa1u0 golang.org/x/exp v0.0.0-20200119233911-0405dc783f0a/go.mod h1:2RIsYlXP63K8oxa1u096TMicItID8zy7Y6sNkU49FU4= golang.org/x/exp v0.0.0-20200207192155-f17229e696bd/go.mod h1:J/WKrq2StrnmMY6+EHIKF9dgMWnmCNThgcyBT1FY9mM= golang.org/x/exp v0.0.0-20200224162631-6cc2880d07d6/go.mod h1:3jZMyOhIsHpP37uCMkUooju7aAi5cS1Q23tOzKc+0MU= +golang.org/x/exp v0.0.0-20240808152545-0cdaa3abc0fa/go.mod h1:akd2r19cwCdwSwWeIdzYQGa/EZZyqcOdwWiwj5L5eKQ= golang.org/x/image v0.0.0-20190227222117-0694c2d4d067/go.mod h1:kZ7UVZpmo3dzQBMxlp+ypCbDeSB+sBbTgSJuh5dn5js= golang.org/x/image v0.0.0-20190802002840-cff245a6509b/go.mod h1:FeLwcggjj3mMvU+oOTbSwawSJRM1uh48EjtB4UJZlP0= golang.org/x/lint v0.0.0-20181026193005-c67002cb31c3/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE= @@ -388,9 +507,8 @@ golang.org/x/mod v0.1.1-0.20191105210325-c90efee705ee/go.mod h1:QqPTAvyqsEbceGzB golang.org/x/mod v0.1.1-0.20191107180719-034126e5016b/go.mod h1:QqPTAvyqsEbceGzBzNggFXnrqF1CaUcvgkdR5Ot7KZg= golang.org/x/mod v0.2.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= golang.org/x/mod v0.3.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= -golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4= -golang.org/x/mod v0.14.0 h1:dGoOF9QVLYng8IHTm7BAyWqCqSheQ5pYWGhzW00YJr0= -golang.org/x/mod v0.14.0/go.mod h1:hTbmBsO62+eylJbnUtE2MGJUyE7QWk4xUqPFrRgJ+7c= +golang.org/x/mod v0.20.0 h1:utOm6MM3R3dnawAiJgn0y+xvuYRsm1RKM/4giyfDgV0= +golang.org/x/mod v0.20.0/go.mod h1:hTbmBsO62+eylJbnUtE2MGJUyE7QWk4xUqPFrRgJ+7c= golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20180906233101-161cd47e91fd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= @@ -423,13 +541,11 @@ golang.org/x/net v0.0.0-20200707034311-ab3426394381/go.mod h1:/O7V0waA8r7cgGh81R golang.org/x/net v0.0.0-20200822124328-c89045814202/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA= golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= golang.org/x/net v0.0.0-20201110031124-69a78807bb2b/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= -golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg= golang.org/x/net v0.0.0-20210525063256-abc453219eb5/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= golang.org/x/net v0.0.0-20220127200216-cd36cc0744dd/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk= golang.org/x/net v0.0.0-20220225172249-27dd8689420f/go.mod h1:CfG3xpIq0wQ8r1q4Su4UZFWDARRcnwPjda9FqA0JpMk= -golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c= -golang.org/x/net v0.23.0 h1:7EYJ93RZ9vYSZAIb2x3lnuvqO5zneoD6IvWjuhfxjTs= -golang.org/x/net v0.23.0/go.mod h1:JKghWKKOSdJwpW2GEx0Ja7fmaKnMsbu+MWVZTokSYmg= +golang.org/x/net v0.28.0 h1:a9JDOJc5GMUJ0+UDqmLT86WiEy7iWyIhz8gz8E4e5hE= +golang.org/x/net v0.28.0/go.mod h1:yqtgsTWOOnlGLG9GFRrK3++bGOUEkNBoHZc8MEDWPNg= golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U= golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= @@ -437,8 +553,8 @@ golang.org/x/oauth2 v0.0.0-20191202225959-858c2ad4c8b6/go.mod h1:gOpvHmFTYa4Iltr golang.org/x/oauth2 v0.0.0-20200107190931-bf48bf16ab8d/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= golang.org/x/oauth2 v0.0.0-20210514164344-f6687ab2804c/go.mod h1:KelEdhl1UZF7XfJ4dDtk6s++YSgaE7mD/BuKKDLBl4A= golang.org/x/oauth2 v0.0.0-20220223155221-ee480838109b/go.mod h1:DAh4E804XQdzx2j+YRIaUnCqCV2RuMz24cGBJ5QYIrc= -golang.org/x/oauth2 v0.16.0 h1:aDkGMBSYxElaoP81NpoUoz2oo2R2wHdZpGToUxfyQrQ= -golang.org/x/oauth2 v0.16.0/go.mod h1:hqZ+0LWXsiVoZpeld6jVt06P3adbS2Uu911W1SsJv2o= +golang.org/x/oauth2 v0.22.0 h1:BzDx2FehcG7jJwgWLELCdmLuxk2i+x9UDpSiss2u0ZA= +golang.org/x/oauth2 v0.22.0/go.mod h1:XYTD2NtWslqkgxebSiOHnXEap4TF09sJSc7H1sXbhtI= golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20181221193216-37e7f081c4d4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= @@ -450,9 +566,8 @@ golang.org/x/sync v0.0.0-20200625203802-6e8e738ad208/go.mod h1:RxMgew5VJxzue5/jJ golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20201207232520-09787c993a3a/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20220601150217-0de741cfad7f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= -golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= -golang.org/x/sync v0.6.0 h1:5BMeUDZ7vkXGfEr1x9B4bRcTH4lpkTkpdh0T/J+qjbQ= -golang.org/x/sync v0.6.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk= +golang.org/x/sync v0.8.0 h1:3NFvSEYkUoMifnESzZl15y791HH1qU2xm6eCJU5ZPXQ= +golang.org/x/sync v0.8.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk= golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= golang.org/x/sys v0.0.0-20180905080454-ebe1bf3edb33/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= golang.org/x/sys v0.0.0-20180909124046-d0be0721c37e/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= @@ -495,13 +610,12 @@ golang.org/x/sys v0.0.0-20211216021012-1d35b9e2eb4e/go.mod h1:oPkhp1MJrh7nUepCBc golang.org/x/sys v0.0.0-20220114195835-da31bd327af9/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220708085239-5a0f0661e09d/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= -golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= -golang.org/x/sys v0.18.0 h1:DBdB3niSjOA/O0blCZBqDefyWNYveAYMNF1Wum0DYQ4= -golang.org/x/sys v0.18.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA= +golang.org/x/sys v0.24.0 h1:Twjiwq9dn6R1fQcyiK+wQyHWfaz/BJB+YIpzU/Cv3Xg= +golang.org/x/sys v0.24.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA= golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo= golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8= -golang.org/x/term v0.18.0 h1:FcHjZXDMxI8mM3nwhX9HlKop4C0YQvCVCdwYl2wOtE8= -golang.org/x/term v0.18.0/go.mod h1:ILwASektA3OnRv7amZ1xhE/KTR+u50pbXfZ03+6Nx58= +golang.org/x/term v0.23.0 h1:F6D4vR+EHoL9/sWAWgAR1H2DcHr4PareCbAaCo1RpuU= +golang.org/x/term v0.23.0/go.mod h1:DgV24QBUrK6jhZXl+20l6UWznPlwAHm1Q1mGHtydmSk= golang.org/x/text v0.0.0-20170915032832-14c0d48ead0c/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= golang.org/x/text v0.3.1-0.20180807135948-17ff2d5776d2/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= @@ -509,14 +623,13 @@ golang.org/x/text v0.3.2/go.mod h1:bEr9sfX3Q8Zfm5fL9x+3itogRgK3+ptLWKqgva+5dAk= golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ= golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ= golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ= -golang.org/x/text v0.3.8/go.mod h1:E6s5w1FMmriuDzIBO73fBruAKo1PCIq6d2Q6DHfQ8WQ= -golang.org/x/text v0.14.0 h1:ScX5w1eTa3QqT8oi6+ziP7dTV1S2+ALU0bI+0zXKWiQ= -golang.org/x/text v0.14.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU= +golang.org/x/text v0.17.0 h1:XtiM5bkSOt+ewxlOE/aE/AKEHibwj/6gvWMl9Rsh0Qc= +golang.org/x/text v0.17.0/go.mod h1:BuEKDfySbSR4drPmRPG/7iBdf8hvFMuRexcpahXilzY= golang.org/x/time v0.0.0-20181108054448-85acf8d2951c/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= golang.org/x/time v0.0.0-20190308202827-9d24e82272b4/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= golang.org/x/time v0.0.0-20191024005414-555d28b269f0/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ= -golang.org/x/time v0.5.0 h1:o7cqy6amK/52YcAKIPlM3a+Fpj35zvRj2TP+e1xFSfk= -golang.org/x/time v0.5.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM= +golang.org/x/time v0.6.0 h1:eTDhh4ZXt5Qf0augr54TN6suAUudPcawVZeIAPU7D4U= +golang.org/x/time v0.6.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM= golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ= golang.org/x/tools v0.0.0-20190114222345-bf090417da8b/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ= golang.org/x/tools v0.0.0-20190226205152-f727befe758c/go.mod h1:9Yl7xja0Znq3iFh3HoIrodX9oNMXvdceNzlUR8zjMvY= @@ -559,9 +672,8 @@ golang.org/x/tools v0.0.0-20200729194436-6467de6f59a7/go.mod h1:njjCfa9FT2d7l9Bc golang.org/x/tools v0.0.0-20200804011535-6c149bb5ef0d/go.mod h1:njjCfa9FT2d7l9Bc6FUM5FLjQPp3cFF28FI3qnDFljA= golang.org/x/tools v0.0.0-20200825202427-b303f430e36d/go.mod h1:njjCfa9FT2d7l9Bc6FUM5FLjQPp3cFF28FI3qnDFljA= golang.org/x/tools v0.0.0-20210106214847-113979e3529a/go.mod h1:emZCQorbCU4vsT4fOWvOPXz4eW1wZW4PmDk9uLelYpA= -golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc= -golang.org/x/tools v0.17.0 h1:FvmRgNOcs3kOa+T20R1uhfP9F6HgG2mfxDv1vrx1Htc= -golang.org/x/tools v0.17.0/go.mod h1:xsh6VxdV005rRVaS6SSAf9oiAqljS7UZUacMZ8Bnsps= +golang.org/x/tools v0.24.0 h1:J1shsA93PJUEVaUSaay7UXAyE8aimq3GW0pjlolpa24= +golang.org/x/tools v0.24.0/go.mod h1:YhNqVBIfWHdzvTLs0d8LCuMhkKUgSUKldakyV7W/WDQ= golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= @@ -585,16 +697,15 @@ google.golang.org/api v0.25.0/go.mod h1:lIXQywCXRcnZPGlsd8NbLnOjtAoL6em04bJ9+z0M google.golang.org/api v0.28.0/go.mod h1:lIXQywCXRcnZPGlsd8NbLnOjtAoL6em04bJ9+z0MncE= google.golang.org/api v0.29.0/go.mod h1:Lcubydp8VUV7KeIHD9z2Bys/sm/vGKnG1UHuDBSrHWM= google.golang.org/api v0.30.0/go.mod h1:QGmEvQ87FHZNiUVJkT14jQNYJ4ZJjdRF23ZXz5138Fc= -google.golang.org/api v0.155.0 h1:vBmGhCYs0djJttDNynWo44zosHlPvHmA0XiN2zP2DtA= -google.golang.org/api v0.155.0/go.mod h1:GI5qK5f40kCpHfPn6+YzGAByIKWv8ujFnmoWm7Igduk= +google.golang.org/api v0.195.0 h1:Ude4N8FvTKnnQJHU48RFI40jOBgIrL8Zqr3/QeST6yU= +google.golang.org/api v0.195.0/go.mod h1:DOGRWuv3P8TU8Lnz7uQc4hyNqrBpMtD9ppW3wBJurgc= google.golang.org/appengine v1.1.0/go.mod h1:EbEs0AVv82hx2wNQdGPgUI5lhzA/G0D9YwlJXL52JkM= google.golang.org/appengine v1.4.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4= google.golang.org/appengine v1.5.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4= google.golang.org/appengine v1.6.1/go.mod h1:i06prIuMbXzDqacNJfV5OdTW448YApPu5ww/cMBSeb0= google.golang.org/appengine v1.6.5/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc= google.golang.org/appengine v1.6.6/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc= -google.golang.org/appengine v1.6.8 h1:IhEN5q69dyKagZPYMSdIjS2HqprW324FRQZJcGqPAsM= -google.golang.org/appengine v1.6.8/go.mod h1:1jJ3jBArFh5pcgW8gCtRJnepW8FzD1V44FJffLiz/Ds= +google.golang.org/appengine v1.6.7/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc= google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8/go.mod h1:JiN7NxoALGmiZfu7CAH4rXhgtRTLTxftemlI0sWmxmc= google.golang.org/genproto v0.0.0-20190307195333-5fe7a883aa19/go.mod h1:VzzqZJRnGkLBvHegQrXjBqPurQTc5/KpmUdxsrq26oE= google.golang.org/genproto v0.0.0-20190418145605-e7d98fc518a7/go.mod h1:VzzqZJRnGkLBvHegQrXjBqPurQTc5/KpmUdxsrq26oE= @@ -626,12 +737,12 @@ google.golang.org/genproto v0.0.0-20200618031413-b414f8b61790/go.mod h1:jDfRM7Fc google.golang.org/genproto v0.0.0-20200729003335-053ba62fc06f/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no= google.golang.org/genproto v0.0.0-20200804131852-c06518451d9c/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no= google.golang.org/genproto v0.0.0-20200825200019-8632dd797987/go.mod h1:FWY/as6DDZQgahTzZj3fqbO1CbirC29ZNUFHwi0/+no= -google.golang.org/genproto v0.0.0-20231211222908-989df2bf70f3 h1:1hfbdAfFbkmpg41000wDVqr7jUpK/Yo+LPnIxxGzmkg= -google.golang.org/genproto v0.0.0-20231211222908-989df2bf70f3/go.mod h1:5RBcpGRxr25RbDzY5w+dmaqpSEvl8Gwl1x2CICf60ic= -google.golang.org/genproto/googleapis/api v0.0.0-20231211222908-989df2bf70f3 h1:EWIeHfGuUf00zrVZGEgYFxok7plSAXBGcH7NNdMAWvA= -google.golang.org/genproto/googleapis/api v0.0.0-20231211222908-989df2bf70f3/go.mod h1:k2dtGpRrbsSyKcNPKKI5sstZkrNCZwpU/ns96JoHbGg= -google.golang.org/genproto/googleapis/rpc v0.0.0-20231212172506-995d672761c0 h1:/jFB8jK5R3Sq3i/lmeZO0cATSzFfZaJq1J2Euan3XKU= -google.golang.org/genproto/googleapis/rpc v0.0.0-20231212172506-995d672761c0/go.mod h1:FUoWkonphQm3RhTS+kOEhF8h0iDpm4tdXolVCeZ9KKA= +google.golang.org/genproto v0.0.0-20240823204242-4ba0660f739c/go.mod h1:2rC5OendXvZ8wGEo/cSLheztrZDZaSoHanUcd1xtZnw= +google.golang.org/genproto/googleapis/api v0.0.0-20240827150818-7e3bb234dfed h1:3RgNmBoI9MZhsj3QxC+AP/qQhNwpCLOvYDYYsFrhFt0= +google.golang.org/genproto/googleapis/api v0.0.0-20240827150818-7e3bb234dfed/go.mod h1:OCdP9MfskevB/rbYvHTsXTtKC+3bHWajPdoKgjcYkfo= +google.golang.org/genproto/googleapis/bytestream v0.0.0-20240823204242-4ba0660f739c/go.mod h1:gQizMG9jZ0L2ADJaM+JdZV4yTCON/CQpnHRPoM+54w4= +google.golang.org/genproto/googleapis/rpc v0.0.0-20240827150818-7e3bb234dfed h1:J6izYgfBXAI3xTKLgxzTmUltdYaLsuBxFCgDHWJ/eXg= +google.golang.org/genproto/googleapis/rpc v0.0.0-20240827150818-7e3bb234dfed/go.mod h1:UqMtugtsSgubUsoxbuAoiCXvqvErP7Gf0so0mK9tHxU= google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c= google.golang.org/grpc v1.20.0/go.mod h1:chYK+tFQF0nDUGJgXMSgLCQk3phJEuONr2DCgLDdAQM= google.golang.org/grpc v1.20.1/go.mod h1:10oTOabMzJvdu6/UiuZezV6QK5dSlG84ov/aaiqXj38= @@ -646,8 +757,8 @@ google.golang.org/grpc v1.29.1/go.mod h1:itym6AZVZYACWQqET3MqgPpjcuV5QH3BxFS3Iji google.golang.org/grpc v1.30.0/go.mod h1:N36X2cJ7JwdamYAgDz+s+rVMFjt3numwzf/HckM8pak= google.golang.org/grpc v1.31.0/go.mod h1:N36X2cJ7JwdamYAgDz+s+rVMFjt3numwzf/HckM8pak= google.golang.org/grpc v1.33.2/go.mod h1:JMHMWHQWaTccqQQlmk3MJZS+GWXOdAesneDmEnv2fbc= -google.golang.org/grpc v1.60.1 h1:26+wFr+cNqSGFcOXcabYC0lUVJVRa2Sb2ortSK7VrEU= -google.golang.org/grpc v1.60.1/go.mod h1:OlCHIeLYqSSsLi6i49B5QGdzaMZK9+M7LXN2FKz4eGM= +google.golang.org/grpc v1.66.0 h1:DibZuoBznOxbDQxRINckZcUvnCEvrW9pcWIE2yF9r1c= +google.golang.org/grpc v1.66.0/go.mod h1:s3/l6xSSCURdVfAnL+TqCNMyTDAGN6+lZeVxnZR128Y= google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8= google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0= google.golang.org/protobuf v0.0.0-20200228230310-ab0ca4ff8a60/go.mod h1:cfTl7dwQJ+fmap5saPgwCLgHXTUD7jkjRqWcaiX5VyM= @@ -662,8 +773,8 @@ google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp0 google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc= google.golang.org/protobuf v1.28.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I= google.golang.org/protobuf v1.28.1/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I= -google.golang.org/protobuf v1.33.0 h1:uNO2rsAINq/JlFpSdYEKIZ0uKD/R9cpdv0T+yoGwGmI= -google.golang.org/protobuf v1.33.0/go.mod h1:c6P6GXX6sHbq/GpV6MGZEdwhWPcYBgnhAHhKbcUYpos= +google.golang.org/protobuf v1.34.2 h1:6xV6lTsCfpGD21XK49h7MhtcApnLqkfYgPcdHftf6hg= +google.golang.org/protobuf v1.34.2/go.mod 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h1:qjx8mGObPmV2aSZepjQjbmb2ihdVs8cGKBraizNC69E= +sigs.k8s.io/structured-merge-diff/v4 v4.4.1 h1:150L+0vs/8DA78h1u02ooW1/fFq/Lwr+sGiqlzvrtq4= +sigs.k8s.io/structured-merge-diff/v4 v4.4.1/go.mod h1:N8hJocpFajUSSeSJ9bOZ77VzejKZaXsTtZo4/u7Io08= sigs.k8s.io/yaml v1.4.0 h1:Mk1wCc2gy/F0THH0TAp1QYyJNzRm2KCLy3o5ASXVI5E= sigs.k8s.io/yaml v1.4.0/go.mod h1:Ejl7/uTz7PSA4eKMyQCUTnhZYNmLIl+5c2lQPGR2BPY= diff --git a/qpext/qpext.Dockerfile b/qpext/qpext.Dockerfile index 030ff144a8f..b7e9ceab2b2 100644 --- a/qpext/qpext.Dockerfile +++ b/qpext/qpext.Dockerfile @@ -1,5 +1,5 @@ # Build the inference qpext binary -FROM golang:1.21 as builder +FROM golang:1.22 AS builder # Copy in the go src WORKDIR /go/src/github.com/kserve/kserve/qpext diff --git a/release/RELEASE_PROCESS_v2.md b/release/RELEASE_PROCESS_v2.md index 51071bd3d63..8d4ce04206a 100644 --- a/release/RELEASE_PROCESS_v2.md +++ b/release/RELEASE_PROCESS_v2.md @@ -43,8 +43,10 @@ Create a branch from the master and do the following: 1. [VERSION](../python/VERSION) to `${MAJOR}.${MINOR}.${PATCH}rc${RELEASE_CANDIDATE_VERSION}` (note that the dash before "rc" is removed intentionally to meet [PyPI package version requirements](https://packaging.python.org/en/latest/specifications/version-specifiers/#public-version-identifiers)) 2. [quick_install.sh](../hack/quick_install.sh#L36) to `v${MAJOR}.${MINOR}.${PATCH}-rc${RELEASE_CANDIDATE_VERSION}` 3. [Chart.yaml in kserve-crd](../charts/kserve-crd/Chart.yaml#L3) to `v${MAJOR}.${MINOR}.${PATCH}-rc${RELEASE_CANDIDATE_VERSION}` - 4. [Chart.yaml in kserve-resources](../charts/kserve-resources/Chart.yaml#L3) to `v${MAJOR}.${MINOR}.${PATCH}-rc${RELEASE_CANDIDATE_VERSION}` - 5. [values.yaml in kserve-resources](../charts/kserve-resources/values.yaml#L2) to `v${MAJOR}.${MINOR}.${PATCH}-rc${RELEASE_CANDIDATE_VERSION}`. In addition, bump `modelmeshVersion` if it a newer version of ModelMesh is available. + 4. [Chart.yaml in kserve-crd-minimal](../charts/kserve-crd-minimal/Chart.yaml#L3) to `v${MAJOR}.${MINOR}.${PATCH}-rc${RELEASE_CANDIDATE_VERSION}` + 5. [Chart.yaml in kserve-resources](../charts/kserve-resources/Chart.yaml#L3) to `v${MAJOR}.${MINOR}.${PATCH}-rc${RELEASE_CANDIDATE_VERSION}` + 6. [values.yaml in kserve-resources](../charts/kserve-resources/values.yaml#L2) to `v${MAJOR}.${MINOR}.${PATCH}-rc${RELEASE_CANDIDATE_VERSION}`. In addition, bump `modelmeshVersion` if it a newer version of ModelMesh is available. + 7. Run `pre-commit run` to update the Helm chart documentation 2. Add a new version `v${MAJOR}.${MINOR}.${PATCH}-rc${RELEASE_CANDIDATE_VERSION}` in the `RELEASES` array in [generate-install.sh](../hack/generate-install.sh). Example: Refer [this commit](https://github.com/rachitchauhan43/kserve/commit/6e9bd24ea137a3619da3297b4ff000379f7b2b38#diff-5f8f3e3a8ca601067664c7bf00c05aa2290a6ba625312754856ec873b840b6dbR42) 3. Generate install manifest `./hack/generate-install.sh $VERSION`. 4. Run `./hack/python-release.sh` to update pyproject.toml files for all packages. @@ -88,9 +90,10 @@ This will be the last commit before the release and last one to be cherry-picked 1. [VERSION](../python/VERSION) to `${MAJOR}.${MINOR}.${PATCH}` 2. [quick_install.sh](../hack/quick_install.sh#L36) to `v${MAJOR}.${MINOR}.${PATCH}` 3. [Chart.yaml in kserve-crd](../charts/kserve-crd/Chart.yaml#L3) to `v${MAJOR}.${MINOR}.${PATCH}` - 4. [Chart.yaml in kserve-resources](../charts/kserve-resources/Chart.yaml#L3) to `v${MAJOR}.${MINOR}.${PATCH}` - 5. [values.yaml in kserve-resources](../charts/kserve-resources/values.yaml#L2) to `v${MAJOR}.${MINOR}.${PATCH}` - 6. [Chart.yaml in kserve-crd-minimal](../charts/kserve-crd-minimal/Chart.yaml#L2) to `v${MAJOR}.${MINOR}.${PATCH}` + 4. [Chart.yaml in kserve-crd-minimal](../charts/kserve-crd-minimal/Chart.yaml#L3) to `v${MAJOR}.${MINOR}.${PATCH}` + 5. [Chart.yaml in kserve-resources](../charts/kserve-resources/Chart.yaml#L3) to `v${MAJOR}.${MINOR}.${PATCH}` + 6. [values.yaml in kserve-resources](../charts/kserve-resources/values.yaml#L2) to `v${MAJOR}.${MINOR}.${PATCH}` + 7. Run `pre-commit run` to update the Helm chart documentation 2. Add a new version `v${MAJOR}.${MINOR}.${PATCH}` in the `RELEASES` array in [generate-install.sh](../hack/generate-install.sh). Example: Refer [this commit](https://github.com/rachitchauhan43/kserve/commit/6e9bd24ea137a3619da3297b4ff000379f7b2b38#diff-5f8f3e3a8ca601067664c7bf00c05aa2290a6ba625312754856ec873b840b6dbR42) 3. Generate install manifest `./hack/generate-install.sh $VERSION`. 4. Run `./hack/python-release.sh` to update pyproject.toml files for all packages. diff --git a/router.Dockerfile b/router.Dockerfile index 109cdab354b..09ca7ba7774 100644 --- a/router.Dockerfile +++ b/router.Dockerfile @@ -8,8 +8,8 @@ COPY go.sum go.sum RUN go mod download -COPY pkg/ pkg/ COPY cmd/ cmd/ +COPY pkg/ pkg/ # Build USER root @@ -18,7 +18,7 @@ RUN CGO_ENABLED=0 go build -a -o router ./cmd/router # Copy the inference-router into a thin image FROM registry.access.redhat.com/ubi8/ubi-minimal:latest RUN microdnf install -y --disablerepo=* --enablerepo=ubi-8-baseos-rpms shadow-utils && \ - microdnf clean all && \ + microdnf clean all && \ useradd kserve -m -u 1000 RUN microdnf remove -y shadow-utils COPY third_party/ third_party/ diff --git a/test/crds/serving.kserve.io_inferenceservices.yaml b/test/crds/serving.kserve.io_inferenceservices.yaml index 2af70c1da6c..7d98a67c25d 100644 --- a/test/crds/serving.kserve.io_inferenceservices.yaml +++ b/test/crds/serving.kserve.io_inferenceservices.yaml @@ -1,1903 +1,94 @@ -#apiVersion: apiextensions.k8s.io/v1 -#kind: CustomResourceDefinition -#metadata: -# annotations: -# controller-gen.kubebuilder.io/version: v0.12.0 -# name: clusterservingruntimes.serving.kserve.io -#spec: -# group: serving.kserve.io -# names: -# kind: ClusterServingRuntime -# listKind: ClusterServingRuntimeList -# plural: clusterservingruntimes -# singular: clusterservingruntime -# scope: Cluster -# versions: -# - additionalPrinterColumns: -# - jsonPath: .spec.disabled -# name: Disabled -# type: boolean -# - jsonPath: .spec.supportedModelFormats[*].name -# name: ModelType -# type: string -# - jsonPath: .spec.containers[*].name -# name: Containers -# type: string -# - jsonPath: .metadata.creationTimestamp -# name: Age -# type: date -# name: v1alpha1 -# schema: -# openAPIV3Schema: -# properties: -# apiVersion: -# type: string -# kind: -# type: string -# metadata: -# type: object -# spec: -# properties: -# affinity: -# properties: -# nodeAffinity: -# properties: -# preferredDuringSchedulingIgnoredDuringExecution: -# items: -# properties: -# preference: -# properties: -# matchExpressions: -# items: -# properties: -# key: -# type: string -# operator: -# type: string -# values: -# items: -# type: string -# type: array -# required: -# - key -# - operator -# type: object -# type: array -# matchFields: -# items: -# properties: -# key: -# type: string -# operator: -# type: string -# values: -# items: -# type: string -# type: array -# required: -# - key -# - operator -# type: object -# type: array -# type: object -# x-kubernetes-map-type: atomic -# weight: -# format: int32 -# type: integer -# required: -# - preference -# - weight -# type: object -# type: array -# requiredDuringSchedulingIgnoredDuringExecution: -# properties: -# nodeSelectorTerms: -# items: -# properties: -# matchExpressions: -# items: -# properties: -# key: -# type: string -# operator: -# type: string -# values: -# items: -# type: string -# type: array -# required: -# - key -# - operator -# type: object -# type: array -# matchFields: -# items: -# properties: -# key: -# type: string -# operator: -# type: string -# values: -# items: -# type: string -# type: array -# required: -# - key -# - operator -# type: object -# type: array -# type: object -# x-kubernetes-map-type: atomic -# type: array -# required: -# - nodeSelectorTerms -# type: object -# x-kubernetes-map-type: atomic -# type: object -# podAffinity: -# properties: -# preferredDuringSchedulingIgnoredDuringExecution: -# items: -# properties: -# podAffinityTerm: -# properties: -# labelSelector: -# properties: -# matchExpressions: -# items: -# properties: -# key: -# type: string -# operator: -# type: string -# values: -# items: -# type: string -# type: array -# required: -# - key -# - operator -# type: object -# type: array -# matchLabels: -# additionalProperties: -# type: string -# type: object -# type: object -# x-kubernetes-map-type: atomic -# namespaceSelector: -# properties: -# matchExpressions: -# items: -# properties: -# key: -# type: string -# operator: -# type: string -# values: -# items: -# type: string -# type: array -# required: -# - key -# - operator -# type: object -# type: array -# matchLabels: -# additionalProperties: -# type: string -# type: object -# type: object -# x-kubernetes-map-type: atomic -# namespaces: -# items: -# type: string -# type: array -# topologyKey: -# type: string -# required: -# - topologyKey -# type: object -# weight: -# format: int32 -# type: integer -# required: -# - podAffinityTerm -# - weight -# type: object -# type: array -# requiredDuringSchedulingIgnoredDuringExecution: -# items: -# properties: -# labelSelector: -# properties: -# matchExpressions: -# items: -# properties: -# key: -# type: string -# operator: -# type: string -# values: -# items: -# type: string -# type: array -# required: -# - key -# - operator -# type: object -# type: array -# matchLabels: -# additionalProperties: -# type: string -# type: object -# type: object -# x-kubernetes-map-type: atomic -# namespaceSelector: -# properties: -# matchExpressions: -# items: -# properties: -# key: -# type: string -# operator: -# type: string -# values: -# items: -# type: string -# type: array -# required: -# - key -# - operator -# type: object -# type: array -# matchLabels: -# additionalProperties: -# type: string -# type: object -# type: object -# x-kubernetes-map-type: atomic -# namespaces: -# items: -# type: string -# type: array -# topologyKey: -# type: string -# required: -# - topologyKey -# type: object -# type: array -# type: object -# podAntiAffinity: -# properties: -# preferredDuringSchedulingIgnoredDuringExecution: -# items: -# properties: -# podAffinityTerm: -# properties: -# labelSelector: -# properties: -# matchExpressions: -# items: -# properties: -# key: -# type: string -# operator: -# type: string -# values: -# items: -# type: string -# type: array -# required: -# - key -# - operator -# type: object -# type: array -# matchLabels: -# additionalProperties: -# type: string -# type: object -# type: object -# x-kubernetes-map-type: atomic -# namespaceSelector: -# properties: -# matchExpressions: -# items: -# properties: -# key: -# type: string -# operator: -# type: string -# values: -# items: -# type: string -# type: array -# required: -# - key -# - operator -# type: object -# type: array -# matchLabels: -# additionalProperties: -# type: string -# type: object -# type: object -# x-kubernetes-map-type: atomic -# namespaces: -# items: -# type: string -# type: array -# topologyKey: -# type: string -# required: -# - topologyKey -# type: object -# weight: -# format: int32 -# type: integer -# required: -# - podAffinityTerm -# - weight -# type: object -# type: array -# requiredDuringSchedulingIgnoredDuringExecution: -# items: -# properties: -# labelSelector: -# properties: -# matchExpressions: -# items: -# properties: -# key: -# type: string -# operator: -# type: string -# values: -# items: -# type: string -# type: array -# required: -# - key -# - operator -# type: object -# type: array -# matchLabels: -# additionalProperties: -# type: string -# type: object -# type: object -# x-kubernetes-map-type: atomic -# namespaceSelector: -# properties: -# matchExpressions: -# items: -# properties: -# key: -# type: string -# operator: -# type: string -# values: -# items: -# type: string -# type: array -# required: -# - key -# - operator -# type: object -# type: array -# matchLabels: -# additionalProperties: -# type: string -# type: object -# type: object -# x-kubernetes-map-type: atomic -# namespaces: -# items: -# type: string -# type: array -# topologyKey: -# type: string -# required: -# - topologyKey -# type: object -# type: array -# type: object -# type: object -# annotations: -# additionalProperties: -# type: string -# type: object -# builtInAdapter: -# properties: -# env: -# items: -# properties: -# name: -# type: string -# value: -# type: string -# valueFrom: -# properties: -# configMapKeyRef: -# properties: -# key: -# type: string -# name: -# type: string -# optional: -# type: boolean -# required: -# - key -# type: object -# x-kubernetes-map-type: atomic -# fieldRef: -# properties: -# apiVersion: -# type: string -# fieldPath: -# type: string -# required: -# - fieldPath -# type: object -# x-kubernetes-map-type: atomic -# resourceFieldRef: -# properties: -# containerName: -# type: string -# divisor: -# anyOf: -# - type: integer -# - type: string -# pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ -# x-kubernetes-int-or-string: true -# resource: -# type: string -# required: -# - resource -# type: object -# x-kubernetes-map-type: atomic -# secretKeyRef: -# properties: -# key: -# type: string -# name: -# type: string -# optional: -# type: boolean -# required: -# - key -# type: object -# x-kubernetes-map-type: atomic -# type: object -# required: -# - name -# type: object -# type: array -# memBufferBytes: -# type: integer -# modelLoadingTimeoutMillis: -# type: integer -# runtimeManagementPort: -# type: integer -# serverType: -# type: string -# type: object -# containers: -# items: -# properties: -# args: -# items: -# type: string -# type: array -# command: -# items: -# type: string -# type: array -# env: -# items: -# properties: -# name: -# type: string -# value: -# type: string -# valueFrom: -# properties: -# configMapKeyRef: -# properties: -# key: -# type: string -# name: -# type: string -# optional: -# type: boolean -# required: -# - key -# type: object -# x-kubernetes-map-type: atomic -# fieldRef: -# properties: -# apiVersion: -# type: string -# fieldPath: -# type: string -# required: -# - fieldPath -# type: object -# x-kubernetes-map-type: atomic -# resourceFieldRef: -# properties: -# containerName: -# type: string -# divisor: -# anyOf: -# - type: integer -# - type: string -# pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ -# x-kubernetes-int-or-string: true -# resource: -# type: string -# required: -# - resource -# type: object -# x-kubernetes-map-type: atomic -# secretKeyRef: -# properties: -# key: -# type: string -# name: -# type: string -# optional: -# type: boolean -# required: -# - key -# type: object -# x-kubernetes-map-type: atomic -# type: object -# required: -# - name -# type: object -# type: array -# envFrom: -# items: -# properties: -# configMapRef: -# properties: -# name: -# type: string -# optional: -# type: boolean -# type: object -# x-kubernetes-map-type: atomic -# prefix: -# type: string -# secretRef: -# properties: -# name: -# type: string -# optional: -# type: boolean -# type: object -# x-kubernetes-map-type: atomic -# type: object -# type: array -# image: -# type: string -# imagePullPolicy: -# type: string -# lifecycle: -# properties: -# postStart: -# properties: -# exec: -# properties: -# command: -# items: -# type: string -# type: array -# type: object -# httpGet: -# properties: -# host: -# type: string -# httpHeaders: -# items: -# properties: -# name: -# type: string -# value: -# type: string -# required: -# - name -# - value -# type: object -# type: array -# path: -# type: string -# port: -# anyOf: -# - type: integer -# - type: string -# x-kubernetes-int-or-string: true -# scheme: -# type: string -# required: -# - port -# type: object -# tcpSocket: -# properties: -# host: -# type: string -# port: -# anyOf: -# - type: integer -# - type: string -# x-kubernetes-int-or-string: true -# required: -# - port -# type: object -# type: object -# preStop: -# properties: -# exec: -# properties: -# command: -# items: -# type: string -# type: array -# type: object -# httpGet: -# properties: -# host: -# type: string -# httpHeaders: -# items: -# properties: -# name: -# type: string -# value: -# type: string -# required: -# - name -# - value -# type: object -# type: array -# path: -# type: string -# port: -# anyOf: -# - type: integer -# - type: string -# x-kubernetes-int-or-string: true -# scheme: -# type: string -# required: -# - port -# type: object -# tcpSocket: -# properties: -# host: -# type: string -# port: -# anyOf: -# - type: integer -# - type: string -# x-kubernetes-int-or-string: true -# required: -# - port -# type: object -# type: object -# type: object -# livenessProbe: -# properties: -# exec: -# properties: -# command: -# items: -# type: string -# type: array -# type: object -# failureThreshold: -# format: int32 -# type: integer -# grpc: -# properties: -# port: -# format: int32 -# type: integer -# service: -# type: string -# required: -# - port -# type: object -# httpGet: -# properties: -# host: -# type: string -# httpHeaders: -# items: -# properties: -# name: -# type: string -# value: -# type: string -# required: -# - name -# - value -# type: object -# type: array -# path: -# type: string -# port: -# anyOf: -# - type: integer -# - type: string -# x-kubernetes-int-or-string: true -# scheme: -# type: string -# required: -# - port -# type: object -# initialDelaySeconds: -# format: int32 -# type: integer -# periodSeconds: -# format: int32 -# type: integer -# successThreshold: -# format: int32 -# type: integer -# tcpSocket: -# properties: -# host: -# type: string -# port: -# anyOf: -# - type: integer -# - type: string -# x-kubernetes-int-or-string: true -# required: -# - port -# type: object -# terminationGracePeriodSeconds: -# format: int64 -# type: integer -# timeoutSeconds: -# format: int32 -# type: integer -# type: object -# name: -# type: string -# ports: -# items: -# properties: -# containerPort: -# format: int32 -# type: integer -# hostIP: -# type: string -# hostPort: -# format: int32 -# type: integer -# name: -# type: string -# protocol: -# default: TCP -# type: string -# required: -# - containerPort -# type: object -# type: array -# x-kubernetes-list-map-keys: -# - containerPort -# - protocol -# x-kubernetes-list-type: map -# readinessProbe: -# properties: -# exec: -# properties: -# command: -# items: -# type: string -# type: array -# type: object -# failureThreshold: -# format: int32 -# type: integer -# grpc: -# properties: -# port: -# format: int32 -# type: integer -# service: -# type: string -# required: -# - port -# type: object -# httpGet: -# properties: -# host: -# type: string -# httpHeaders: -# items: -# properties: -# name: -# type: string -# value: -# type: string -# required: -# - name -# - value -# type: object -# type: array -# path: -# type: string -# port: -# anyOf: -# - type: integer -# - type: string -# x-kubernetes-int-or-string: true -# scheme: -# type: string -# required: -# - port -# type: object -# initialDelaySeconds: -# format: int32 -# type: integer -# periodSeconds: -# format: int32 -# type: integer -# successThreshold: -# format: int32 -# type: integer -# tcpSocket: -# properties: -# host: -# type: string -# port: -# anyOf: -# - type: integer -# - type: string -# x-kubernetes-int-or-string: true -# required: -# - port -# type: object -# terminationGracePeriodSeconds: -# format: int64 -# type: integer -# timeoutSeconds: -# format: int32 -# type: integer -# type: object -# resizePolicy: -# items: -# properties: -# resourceName: -# type: string -# restartPolicy: -# type: string -# required: -# - resourceName -# - restartPolicy -# type: object -# type: array -# x-kubernetes-list-type: atomic -# resources: -# properties: -# claims: -# items: -# properties: -# name: -# type: string -# required: -# - name -# type: object -# type: array -# x-kubernetes-list-map-keys: -# - name -# x-kubernetes-list-type: map -# limits: -# additionalProperties: -# anyOf: -# - type: integer -# - type: string -# pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ -# x-kubernetes-int-or-string: true -# type: object -# requests: -# additionalProperties: -# anyOf: -# - type: integer -# - type: string -# pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ -# x-kubernetes-int-or-string: true -# type: object -# type: object -# restartPolicy: -# type: string -# securityContext: -# properties: -# allowPrivilegeEscalation: -# type: boolean -# capabilities: -# properties: -# add: -# items: -# type: string -# type: array -# drop: -# items: -# type: string -# type: array -# type: object -# privileged: -# type: boolean -# procMount: -# type: string -# readOnlyRootFilesystem: -# type: boolean -# runAsGroup: -# format: int64 -# type: integer -# runAsNonRoot: -# type: boolean -# runAsUser: -# format: int64 -# type: integer -# seLinuxOptions: -# properties: -# level: -# type: string -# role: -# type: string -# type: -# type: string -# user: -# type: string -# type: object -# seccompProfile: -# properties: -# localhostProfile: -# type: string -# type: -# type: string -# required: -# - type -# type: object -# windowsOptions: -# properties: -# gmsaCredentialSpec: -# type: string -# gmsaCredentialSpecName: -# type: string -# hostProcess: -# type: boolean -# runAsUserName: -# type: string -# type: object -# type: object -# startupProbe: -# properties: -# exec: -# properties: -# command: -# items: -# type: string -# type: array -# type: object -# failureThreshold: -# format: int32 -# type: integer -# grpc: -# properties: -# port: -# format: int32 -# type: integer -# service: -# type: string -# required: -# - port -# type: object -# httpGet: -# properties: -# host: -# type: string -# httpHeaders: -# items: -# properties: -# name: -# type: string -# value: -# type: string -# required: -# - name -# - value -# type: object -# type: array -# path: -# type: string -# port: -# anyOf: -# - type: integer -# - type: string -# x-kubernetes-int-or-string: true -# scheme: -# type: string -# required: -# - port -# type: object -# initialDelaySeconds: -# format: int32 -# type: integer -# periodSeconds: -# format: int32 -# type: integer -# successThreshold: -# format: int32 -# type: integer -# tcpSocket: -# properties: -# host: -# type: string -# port: -# anyOf: -# - type: integer -# - type: string -# x-kubernetes-int-or-string: true -# required: -# - port -# type: object -# terminationGracePeriodSeconds: -# format: int64 -# type: integer -# timeoutSeconds: -# format: int32 -# type: integer -# type: object -# stdin: -# type: boolean -# stdinOnce: -# type: boolean -# terminationMessagePath: -# type: string -# terminationMessagePolicy: -# type: string -# tty: -# type: boolean -# volumeDevices: -# items: -# properties: -# devicePath: -# type: string -# name: -# type: string -# required: -# - devicePath -# - name -# type: object -# type: array -# volumeMounts: -# items: -# properties: -# mountPath: -# type: string -# mountPropagation: -# type: string -# name: -# type: string -# readOnly: -# type: boolean -# subPath: -# type: string -# subPathExpr: -# type: string -# required: -# - mountPath -# - name -# type: object -# type: array -# workingDir: -# type: string -# required: -# - name -# type: object -# type: array -# disabled: -# type: boolean -# grpcDataEndpoint: -# type: string -# grpcEndpoint: -# type: string -# httpDataEndpoint: -# type: string -# imagePullSecrets: -# items: -# properties: -# name: -# type: string -# type: object -# x-kubernetes-map-type: atomic -# type: array -# labels: -# additionalProperties: -# type: string -# type: object -# multiModel: -# type: boolean -# nodeSelector: -# additionalProperties: -# type: string -# type: object -# protocolVersions: -# items: -# type: string -# type: array -# replicas: -# type: integer -# storageHelper: -# properties: -# disabled: -# type: boolean -# type: object -# supportedModelFormats: -# items: -# properties: -# autoSelect: -# type: boolean -# name: -# type: string -# priority: -# format: int32 -# minimum: 1 -# type: integer -# version: -# type: string -# required: -# - name -# type: object -# type: array -# tolerations: -# items: -# properties: -# effect: -# type: string -# key: -# type: string -# operator: -# type: string -# tolerationSeconds: -# format: int64 -# type: integer -# value: -# type: string -# type: object -# type: array -# volumes: -# items: -# properties: -# awsElasticBlockStore: -# properties: -# fsType: -# type: string -# partition: -# format: int32 -# type: integer -# readOnly: -# type: boolean -# volumeID: -# type: string -# required: -# - volumeID -# type: object -# azureDisk: -# properties: -# cachingMode: -# type: string -# diskName: -# type: string -# diskURI: -# type: string -# fsType: -# type: string -# kind: -# type: string -# readOnly: -# type: boolean -# required: -# - diskName -# - diskURI -# type: object -# azureFile: -# properties: -# readOnly: -# type: boolean -# secretName: -# type: string -# shareName: -# type: string -# required: -# - secretName -# - shareName -# type: object -# cephfs: -# properties: -# monitors: -# items: -# type: string -# type: array -# path: -# type: string -# readOnly: -# type: boolean -# secretFile: -# type: string -# secretRef: -# properties: -# name: -# type: string -# type: object -# x-kubernetes-map-type: atomic -# user: -# type: string -# required: -# - monitors -# type: object -# cinder: -# properties: -# fsType: -# type: string -# readOnly: -# type: boolean -# secretRef: -# properties: -# name: -# type: string -# type: object -# x-kubernetes-map-type: atomic -# volumeID: -# type: string -# required: -# - volumeID -# type: object -# configMap: -# properties: -# defaultMode: -# format: int32 -# type: integer -# items: -# items: -# properties: -# key: -# type: string -# mode: -# format: int32 -# type: integer -# path: -# type: string -# required: -# - key -# - path -# type: object -# type: array -# name: -# type: string -# optional: -# type: boolean -# type: object -# x-kubernetes-map-type: atomic -# csi: -# properties: -# driver: -# type: string -# fsType: -# type: string -# nodePublishSecretRef: -# properties: -# name: -# type: string -# type: object -# x-kubernetes-map-type: atomic -# readOnly: -# type: boolean -# volumeAttributes: -# additionalProperties: -# type: string -# type: object -# required: -# - driver -# type: object -# downwardAPI: -# properties: -# defaultMode: -# format: int32 -# type: integer -# items: -# items: -# properties: -# fieldRef: -# properties: -# apiVersion: -# type: string -# fieldPath: -# type: string -# required: -# - fieldPath -# type: object -# x-kubernetes-map-type: atomic -# mode: -# format: int32 -# type: integer -# path: -# type: string -# resourceFieldRef: -# properties: -# containerName: -# type: string -# divisor: -# anyOf: -# - type: integer -# - type: string -# pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ -# x-kubernetes-int-or-string: true -# resource: -# type: string -# required: -# - resource -# type: object -# x-kubernetes-map-type: atomic -# required: -# - path -# type: object -# type: array -# type: object -# emptyDir: -# properties: -# medium: -# type: string -# sizeLimit: -# anyOf: -# - type: integer -# - type: string -# pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ -# x-kubernetes-int-or-string: true -# type: object -# ephemeral: -# properties: -# volumeClaimTemplate: -# properties: -# metadata: -# type: object -# spec: -# properties: -# accessModes: -# items: -# type: string -# type: array -# dataSource: -# properties: -# apiGroup: -# type: string -# kind: -# type: string -# name: -# type: string -# required: -# - kind -# - name -# type: object -# x-kubernetes-map-type: atomic -# dataSourceRef: -# properties: -# apiGroup: -# type: string -# kind: -# type: string -# name: -# type: string -# namespace: -# type: string -# required: -# - kind -# - name -# type: object -# resources: -# properties: -# claims: -# items: -# properties: -# name: -# type: string -# required: -# - name -# type: object -# type: array -# x-kubernetes-list-map-keys: -# - name -# x-kubernetes-list-type: map -# limits: -# additionalProperties: -# anyOf: -# - type: integer -# - type: string -# pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ -# x-kubernetes-int-or-string: true -# type: object -# requests: -# additionalProperties: -# anyOf: -# - type: integer -# - type: string -# pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ -# x-kubernetes-int-or-string: true -# type: object -# type: object -# selector: -# properties: -# matchExpressions: -# items: -# properties: -# key: -# type: string -# operator: -# type: string -# values: -# items: -# type: string -# type: array -# required: -# - key -# - operator -# type: object -# type: array -# matchLabels: -# additionalProperties: -# type: string -# type: object -# type: object -# x-kubernetes-map-type: atomic -# storageClassName: -# type: string -# volumeMode: -# type: string -# volumeName: -# type: string -# type: object -# required: -# - spec -# type: object -# type: object -# fc: -# properties: -# fsType: -# type: string -# lun: -# format: int32 -# type: integer -# readOnly: -# type: boolean -# targetWWNs: -# items: -# type: string -# type: array -# wwids: -# items: -# type: string -# type: array -# type: object -# flexVolume: -# properties: -# driver: -# type: string -# fsType: -# type: string -# options: -# additionalProperties: -# type: string -# type: object -# readOnly: -# type: boolean -# secretRef: -# properties: -# name: -# type: string -# type: object -# x-kubernetes-map-type: atomic -# required: -# - driver -# type: object -# flocker: -# properties: -# datasetName: -# type: string -# datasetUUID: -# type: string -# type: object -# gcePersistentDisk: -# properties: -# fsType: -# type: string -# partition: -# format: int32 -# type: integer -# pdName: -# type: string -# readOnly: -# type: boolean -# required: -# - pdName -# type: object -# gitRepo: -# properties: -# directory: -# type: string -# repository: -# type: string -# revision: -# type: string -# required: -# - repository -# type: object -# glusterfs: -# properties: -# endpoints: -# type: string -# path: -# type: string -# readOnly: -# type: boolean -# required: -# - endpoints -# - path -# type: object -# hostPath: -# properties: -# path: -# type: string -# type: -# type: string -# required: -# - path -# type: object -# iscsi: -# properties: -# chapAuthDiscovery: -# type: boolean -# chapAuthSession: -# type: boolean -# fsType: -# type: string -# initiatorName: -# type: string -# iqn: -# type: string -# iscsiInterface: -# type: string -# lun: -# format: int32 -# type: integer -# portals: -# items: -# type: string -# type: array -# readOnly: -# type: boolean -# secretRef: -# properties: -# name: -# type: string -# type: object -# x-kubernetes-map-type: atomic -# targetPortal: -# type: string -# required: -# - iqn -# - lun -# - targetPortal -# type: object -# name: -# type: string -# nfs: -# properties: -# path: -# type: string -# readOnly: -# type: boolean -# server: -# type: string -# required: -# - path -# - server -# type: object -# persistentVolumeClaim: -# properties: -# claimName: -# type: string -# readOnly: -# type: boolean -# required: -# - claimName -# type: object -# photonPersistentDisk: -# properties: -# fsType: -# type: string -# pdID: -# type: string -# required: -# - pdID -# type: object -# portworxVolume: -# properties: -# fsType: -# type: string -# readOnly: -# type: boolean -# volumeID: -# type: string -# required: -# - volumeID -# type: object -# projected: -# properties: -# defaultMode: -# format: int32 -# type: integer -# sources: -# items: -# properties: -# configMap: -# properties: -# items: -# items: -# properties: -# key: -# type: string -# mode: -# format: int32 -# type: integer -# path: -# type: string -# required: -# - key -# - path -# type: object -# type: array -# name: -# type: string -# optional: -# type: boolean -# type: object -# x-kubernetes-map-type: atomic -# downwardAPI: -# properties: -# items: -# items: -# properties: -# fieldRef: -# properties: -# apiVersion: -# type: string -# fieldPath: -# type: string -# required: -# - fieldPath -# type: object -# x-kubernetes-map-type: atomic -# mode: -# format: int32 -# type: integer -# path: -# type: string -# resourceFieldRef: -# properties: -# containerName: -# type: string -# divisor: -# anyOf: -# - type: integer -# - type: string -# pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ -# x-kubernetes-int-or-string: true -# resource: -# type: string -# required: -# - resource -# type: object -# x-kubernetes-map-type: atomic -# required: -# - path -# type: object -# type: array -# type: object -# secret: -# properties: -# items: -# items: -# properties: -# key: -# type: string -# mode: -# format: int32 -# type: integer -# path: -# type: string -# required: -# - key -# - path -# type: object -# type: array -# name: -# type: string -# optional: -# type: boolean -# type: object -# x-kubernetes-map-type: atomic -# serviceAccountToken: -# properties: -# audience: -# type: string -# expirationSeconds: -# format: int64 -# type: integer -# path: -# type: string -# required: -# - path -# type: object -# type: object -# type: array -# type: object -# quobyte: -# properties: -# group: -# type: string -# readOnly: -# type: boolean -# registry: -# type: string -# tenant: -# type: string -# user: -# type: string -# volume: -# type: string -# required: -# - registry -# - volume -# type: object -# rbd: -# properties: -# fsType: -# type: string -# image: -# type: string -# keyring: -# type: string -# monitors: -# items: -# type: string -# type: array -# pool: -# type: string -# readOnly: -# type: boolean -# secretRef: -# properties: -# name: -# type: string -# type: object -# x-kubernetes-map-type: atomic -# user: -# type: string -# required: -# - image -# - monitors -# type: object -# scaleIO: -# properties: -# fsType: -# type: string -# gateway: -# type: string -# protectionDomain: -# type: string -# readOnly: -# type: boolean -# secretRef: -# properties: -# name: -# type: string -# type: object -# x-kubernetes-map-type: atomic -# sslEnabled: -# type: boolean -# storageMode: -# type: string -# storagePool: -# type: string -# system: -# type: string -# volumeName: -# type: string -# required: -# - gateway -# - secretRef -# - system -# type: object -# secret: -# properties: -# defaultMode: -# format: int32 -# type: integer -# items: -# items: -# properties: -# key: -# type: string -# mode: -# format: int32 -# type: integer -# path: -# type: string -# required: -# - key -# - path -# type: object -# type: array -# optional: -# type: boolean -# secretName: -# type: string -# type: object -# storageos: -# properties: -# fsType: -# type: string -# readOnly: -# type: boolean -# secretRef: -# properties: -# name: -# type: string -# type: object -# x-kubernetes-map-type: atomic -# volumeName: -# type: string -# volumeNamespace: -# type: string -# type: object -# vsphereVolume: -# properties: -# fsType: -# type: string -# storagePolicyID: -# type: string -# storagePolicyName: -# type: string -# volumePath: -# type: string -# required: -# - volumePath -# type: object -# required: -# - name -# type: object -# type: array -# required: -# - containers -# type: object -# status: -# type: object -# type: object -# served: true -# storage: true -# subresources: {} -#--- apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 + name: clusterlocalmodels.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ClusterLocalModel + listKind: ClusterLocalModelList + plural: clusterlocalmodels + singular: clusterlocalmodel + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + modelSize: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + nodeGroup: + type: string + sourceModelUri: + type: string + x-kubernetes-validations: + - message: StorageUri is immutable + rule: self == oldSelf + required: + - modelSize + - nodeGroup + - sourceModelUri + type: object + status: + properties: + copies: + properties: + available: + type: integer + failed: + type: integer + total: + type: integer + type: object + inferenceServices: + items: + properties: + name: + type: string + namespace: + type: string + type: object + type: array + nodeStatus: + additionalProperties: + enum: + - "" + - NodeNotReady + - NodeDownloadPending + - NodeDownloading + - NodeDownloaded + - NodeDownloadError + - NodeDeleting + - NodeDeletionError + - NodeDeleted + type: string + type: object + type: object + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 name: clusterstoragecontainers.serving.kserve.io spec: group: serving.kserve.io @@ -1928,10 +119,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -1946,6 +139,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -1984,6 +178,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -1996,12 +191,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -2012,6 +211,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -2019,6 +219,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -2033,6 +234,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -2050,6 +252,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -2062,6 +265,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -2083,6 +294,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -2100,6 +312,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -2112,6 +325,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -2134,6 +355,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -2144,6 +366,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -2164,6 +387,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -2238,6 +462,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -2248,6 +473,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -2268,6 +494,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -2358,16 +585,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -2423,6 +661,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -2433,6 +672,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -2453,6 +693,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -2515,6 +756,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -2526,6 +770,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -2535,6 +781,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -2549,6 +798,9 @@ spec: type: string type: object type: array + workloadType: + default: initContainer + type: string required: - container - supportedUriFormats @@ -2561,7 +813,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: inferencegraphs.serving.kserve.io spec: group: serving.kserve.io @@ -2616,11 +868,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -2632,11 +886,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic weight: @@ -2647,6 +903,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: properties: nodeSelectorTerms: @@ -2663,11 +920,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -2679,14 +938,17 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic type: array + x-kubernetes-list-type: atomic required: - nodeSelectorTerms type: object @@ -2712,17 +974,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -2736,11 +1010,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -2751,6 +1027,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -2764,6 +1041,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -2780,17 +1058,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -2804,11 +1094,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -2819,12 +1111,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object podAntiAffinity: properties: @@ -2846,17 +1140,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -2870,11 +1176,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -2885,6 +1193,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -2898,6 +1207,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -2914,17 +1224,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -2938,11 +1260,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -2953,12 +1277,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object type: object maxReplicas: @@ -3092,7 +1418,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: inferenceservices.serving.kserve.io spec: group: serving.kserve.io @@ -3164,11 +1490,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -3180,11 +1508,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic weight: @@ -3195,6 +1525,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: properties: nodeSelectorTerms: @@ -3211,11 +1542,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -3227,14 +1560,17 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic type: array + x-kubernetes-list-type: atomic required: - nodeSelectorTerms type: object @@ -3260,17 +1596,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -3284,11 +1632,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -3299,6 +1649,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -3312,6 +1663,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -3328,17 +1680,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -3352,11 +1716,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -3367,12 +1733,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object podAntiAffinity: properties: @@ -3394,17 +1762,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -3418,11 +1798,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -3433,6 +1815,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -3446,6 +1829,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -3462,17 +1846,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -3486,11 +1882,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -3501,12 +1899,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object type: object annotations: @@ -3519,10 +1919,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic config: additionalProperties: type: string @@ -3541,6 +1943,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -3579,6 +1982,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -3591,12 +1995,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -3607,6 +2015,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -3614,6 +2023,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -3628,6 +2038,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -3645,6 +2056,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -3657,6 +2069,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -3678,6 +2098,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -3695,6 +2116,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -3707,6 +2129,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -3729,6 +2159,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -3739,6 +2170,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -3759,6 +2191,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -3829,6 +2262,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -3839,6 +2273,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -3859,6 +2294,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -3947,16 +2383,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -4012,6 +2459,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -4022,6 +2470,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -4042,6 +2491,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4121,6 +2571,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -4132,6 +2585,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -4141,6 +2596,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -4168,10 +2626,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -4186,6 +2646,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -4224,6 +2685,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -4236,12 +2698,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -4252,6 +2718,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -4259,6 +2726,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -4273,6 +2741,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -4290,6 +2759,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4302,6 +2772,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -4323,6 +2801,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -4340,6 +2819,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4352,6 +2832,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -4374,6 +2862,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -4384,6 +2873,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -4404,6 +2894,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4476,6 +2967,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -4486,6 +2978,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -4506,6 +2999,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4594,16 +3088,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -4659,6 +3164,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -4669,6 +3175,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -4689,6 +3196,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4751,6 +3259,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -4762,6 +3273,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -4771,6 +3284,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -4801,6 +3317,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic options: items: properties: @@ -4810,10 +3327,12 @@ spec: type: string type: object type: array + x-kubernetes-list-type: atomic searches: items: type: string type: array + x-kubernetes-list-type: atomic type: object dnsPolicy: type: string @@ -4826,8 +3345,11 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic ip: type: string + required: + - ip type: object type: array hostIPC: @@ -4844,6 +3366,7 @@ spec: items: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -4855,10 +3378,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -4873,6 +3398,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -4911,6 +3437,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -4923,12 +3450,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -4939,6 +3470,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -4946,6 +3478,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -4960,6 +3493,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -4977,6 +3511,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -4989,6 +3524,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -5010,6 +3553,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -5027,6 +3571,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5039,6 +3584,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -5061,6 +3614,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -5071,6 +3625,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -5091,6 +3646,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5165,6 +3721,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -5175,6 +3732,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -5195,6 +3753,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5285,16 +3844,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -5350,6 +3920,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -5360,6 +3931,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -5380,6 +3952,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -5442,6 +4015,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -5453,6 +4029,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -5462,6 +4040,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -5474,6 +4055,10 @@ spec: type: object logger: properties: + metadataHeaders: + items: + type: string + type: array mode: enum: - all @@ -5571,6 +4156,15 @@ spec: x-kubernetes-list-type: map securityContext: properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object fsGroup: format: int64 type: integer @@ -5609,6 +4203,7 @@ spec: format: int64 type: integer type: array + x-kubernetes-list-type: atomic sysctls: items: properties: @@ -5621,6 +4216,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic windowsOptions: properties: gmsaCredentialSpec: @@ -5681,11 +4277,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -5774,6 +4372,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic path: type: string readOnly: @@ -5783,6 +4382,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -5800,6 +4400,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -5828,7 +4429,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -5843,6 +4446,7 @@ spec: nodePublishSecretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -5898,6 +4502,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object emptyDir: properties: @@ -5922,6 +4527,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic dataSource: properties: apiGroup: @@ -5951,18 +4557,6 @@ spec: type: object resources: properties: - claims: - items: - properties: - name: - type: string - required: - - name - type: object - type: array - x-kubernetes-list-map-keys: - - name - x-kubernetes-list-type: map limits: additionalProperties: anyOf: @@ -5993,11 +4587,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -6006,6 +4602,8 @@ spec: x-kubernetes-map-type: atomic storageClassName: type: string + volumeAttributesClassName: + type: string volumeMode: type: string volumeName: @@ -6028,10 +4626,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic wwids: items: type: string type: array + x-kubernetes-list-type: atomic type: object flexVolume: properties: @@ -6048,6 +4648,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -6128,11 +4729,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic readOnly: type: boolean secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -6194,12 +4797,51 @@ spec: sources: items: properties: - configMap: + clusterTrustBundle: properties: - items: - items: - properties: - key: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: type: string mode: format: int32 @@ -6211,7 +4853,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -6257,6 +4901,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object secret: properties: @@ -6275,7 +4920,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -6295,6 +4942,7 @@ spec: type: object type: object type: array + x-kubernetes-list-type: atomic type: object quobyte: properties: @@ -6326,6 +4974,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic pool: type: string readOnly: @@ -6333,6 +4982,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -6355,6 +5005,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -6393,6 +5044,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic optional: type: boolean secretName: @@ -6407,6 +5059,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -6458,11 +5111,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -6474,11 +5129,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic weight: @@ -6489,6 +5146,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: properties: nodeSelectorTerms: @@ -6505,11 +5163,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchFields: items: properties: @@ -6521,14 +5181,17 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic type: array + x-kubernetes-list-type: atomic required: - nodeSelectorTerms type: object @@ -6554,17 +5217,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -6578,11 +5253,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -6593,6 +5270,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -6606,6 +5284,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -6622,17 +5301,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -6646,11 +5337,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -6661,12 +5354,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object podAntiAffinity: properties: @@ -6688,17 +5383,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -6712,11 +5419,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -6727,6 +5436,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: @@ -6740,6 +5450,7 @@ spec: - weight type: object type: array + x-kubernetes-list-type: atomic requiredDuringSchedulingIgnoredDuringExecution: items: properties: @@ -6756,17 +5467,29 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic namespaceSelector: properties: matchExpressions: @@ -6780,11 +5503,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -6795,12 +5520,14 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic topologyKey: type: string required: - topologyKey type: object type: array + x-kubernetes-list-type: atomic type: object type: object annotations: @@ -6831,10 +5558,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -6849,6 +5578,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -6887,6 +5617,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -6899,12 +5630,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -6915,6 +5650,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -6922,6 +5658,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -6936,6 +5673,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -6953,6 +5691,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -6965,6 +5704,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -6986,6 +5733,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -7003,6 +5751,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7015,6 +5764,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -7037,6 +5794,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -7047,6 +5805,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -7067,6 +5826,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7139,6 +5899,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -7149,6 +5910,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -7169,6 +5931,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7257,16 +6020,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -7322,6 +6096,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -7332,6 +6107,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -7352,6 +6128,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7414,6 +6191,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -7425,6 +6205,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -7434,6 +6216,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -7464,6 +6249,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic options: items: properties: @@ -7473,10 +6259,12 @@ spec: type: string type: object type: array + x-kubernetes-list-type: atomic searches: items: type: string type: array + x-kubernetes-list-type: atomic type: object dnsPolicy: type: string @@ -7489,8 +6277,11 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic ip: type: string + required: + - ip type: object type: array hostIPC: @@ -7509,10 +6300,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -7527,6 +6320,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -7565,6 +6359,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -7577,12 +6372,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -7593,6 +6392,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -7600,6 +6400,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -7614,6 +6415,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -7631,6 +6433,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7643,6 +6446,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -7664,6 +6475,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -7681,6 +6493,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7693,6 +6506,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -7715,6 +6536,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -7725,6 +6547,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -7745,6 +6568,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7817,6 +6641,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -7827,6 +6652,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -7847,6 +6673,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -7935,16 +6762,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -8000,6 +6838,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -8010,6 +6849,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -8030,6 +6870,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8107,6 +6948,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -8118,6 +6962,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -8127,6 +6973,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -8134,6 +6983,7 @@ spec: items: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -8145,10 +6995,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -8163,6 +7015,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -8201,6 +7054,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -8213,12 +7067,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -8229,6 +7087,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -8236,6 +7095,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -8250,6 +7110,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -8267,6 +7128,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8279,6 +7141,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -8300,6 +7170,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -8317,6 +7188,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8329,6 +7201,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -8351,6 +7231,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -8361,6 +7242,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -8381,6 +7263,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8455,6 +7338,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -8465,6 +7349,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -8485,6 +7370,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8575,16 +7461,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -8640,6 +7537,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -8650,6 +7548,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -8670,6 +7569,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8732,6 +7632,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -8743,6 +7646,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -8752,6 +7657,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string required: @@ -8768,10 +7676,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -8786,6 +7696,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -8824,6 +7735,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -8836,12 +7748,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -8852,6 +7768,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -8859,6 +7776,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -8873,6 +7791,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -8890,6 +7809,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8902,6 +7822,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -8923,6 +7851,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -8940,6 +7869,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -8952,6 +7882,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -8974,6 +7912,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -8984,6 +7923,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -9004,6 +7944,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9076,6 +8017,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -9086,6 +8028,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -9106,6 +8049,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9194,16 +8138,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -9259,6 +8214,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -9269,6 +8225,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -9289,6 +8246,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9366,6 +8324,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -9377,6 +8338,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -9386,11 +8349,18 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object logger: properties: + metadataHeaders: + items: + type: string + type: array mode: enum: - all @@ -9410,10 +8380,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -9428,6 +8400,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -9466,6 +8439,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -9478,12 +8452,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -9494,6 +8472,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -9501,6 +8480,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -9515,6 +8495,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -9532,6 +8513,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9544,6 +8526,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -9565,6 +8555,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -9582,6 +8573,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9594,6 +8586,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -9616,6 +8616,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -9626,6 +8627,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -9646,6 +8648,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9727,6 +8730,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -9737,6 +8741,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -9757,6 +8762,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -9847,16 +8853,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -9912,6 +8929,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -9922,6 +8940,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -9942,6 +8961,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10019,6 +9039,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -10030,6 +9053,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -10039,6 +9064,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -10055,10 +9083,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -10073,6 +9103,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -10111,6 +9142,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -10123,12 +9155,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -10139,6 +9175,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -10146,6 +9183,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -10160,6 +9198,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -10177,6 +9216,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10189,6 +9229,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -10210,6 +9258,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -10227,6 +9276,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10239,6 +9289,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -10261,6 +9319,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -10271,6 +9330,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -10291,6 +9351,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10363,6 +9424,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -10373,6 +9435,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -10393,6 +9456,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10481,16 +9545,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -10546,6 +9621,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -10556,6 +9632,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -10576,6 +9653,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10653,6 +9731,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -10664,6 +9745,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -10673,6 +9756,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -10695,10 +9781,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -10713,6 +9801,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -10751,6 +9840,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -10763,12 +9853,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -10779,6 +9873,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -10786,6 +9881,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -10800,6 +9896,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -10817,6 +9914,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10829,6 +9927,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -10850,6 +9956,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -10867,6 +9974,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -10879,6 +9987,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -10901,6 +10017,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -10911,6 +10028,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -10931,6 +10049,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -11003,6 +10122,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -11013,6 +10133,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -11033,6 +10154,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -11121,16 +10243,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -11186,6 +10319,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -11196,6 +10330,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -11216,6 +10351,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -11293,6 +10429,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -11304,6 +10443,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -11313,6 +10454,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -11322,10 +10466,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -11340,6 +10486,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -11378,6 +10525,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -11390,12 +10538,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -11406,6 +10558,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -11413,6 +10566,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -11427,6 +10581,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -11444,6 +10599,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -11456,6 +10612,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -11477,6 +10641,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -11494,6 +10659,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -11506,6 +10672,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -11528,6 +10702,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -11538,6 +10713,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -11558,6 +10734,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -11630,6 +10807,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -11640,6 +10818,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -11660,6 +10839,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -11748,16 +10928,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -11813,6 +11004,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -11823,6 +11015,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -11843,6 +11036,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -11920,6 +11114,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -11931,6 +11128,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -11940,6 +11139,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -11956,10 +11158,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -11974,6 +11178,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -12012,6 +11217,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -12024,12 +11230,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -12040,6 +11250,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -12047,6 +11258,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -12061,6 +11273,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -12078,6 +11291,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -12090,6 +11304,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -12111,6 +11333,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -12128,6 +11351,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -12140,6 +11364,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -12162,6 +11394,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -12172,6 +11405,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -12192,6 +11426,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -12264,6 +11499,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -12274,6 +11510,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -12294,6 +11531,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -12382,16 +11620,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -12447,6 +11696,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -12457,6 +11707,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -12477,6 +11728,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -12554,6 +11806,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -12565,6 +11820,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -12574,6 +11831,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -12634,6 +11894,15 @@ spec: x-kubernetes-list-type: map securityContext: properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object fsGroup: format: int64 type: integer @@ -12672,6 +11941,7 @@ spec: format: int64 type: integer type: array + x-kubernetes-list-type: atomic sysctls: items: properties: @@ -12684,6 +11954,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic windowsOptions: properties: gmsaCredentialSpec: @@ -12710,10 +11981,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -12728,6 +12001,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -12766,6 +12040,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -12778,12 +12053,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -12794,6 +12073,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -12801,6 +12081,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -12815,6 +12096,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -12832,6 +12114,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -12844,6 +12127,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -12865,6 +12156,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -12882,6 +12174,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -12894,6 +12187,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -12916,6 +12217,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -12926,6 +12228,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -12946,6 +12249,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -13018,6 +12322,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -13028,6 +12333,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -13048,6 +12354,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -13136,16 +12443,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -13201,6 +12519,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -13211,6 +12530,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -13231,6 +12551,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -13308,6 +12629,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -13319,6 +12643,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -13328,6 +12654,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -13339,10 +12668,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -13357,6 +12688,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -13395,6 +12727,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -13407,12 +12740,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -13423,6 +12760,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -13430,6 +12768,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -13444,6 +12783,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -13461,6 +12801,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -13473,6 +12814,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -13494,6 +12843,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -13511,6 +12861,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -13523,6 +12874,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -13545,6 +12904,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -13555,6 +12915,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -13575,6 +12936,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -13647,6 +13009,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -13657,6 +13020,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -13677,6 +13041,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -13765,16 +13130,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -13830,6 +13206,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -13840,6 +13217,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -13860,6 +13238,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -13937,6 +13316,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -13948,6 +13330,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -13957,6 +13341,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -13998,11 +13385,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -14044,10 +13433,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic command: items: type: string type: array + x-kubernetes-list-type: atomic env: items: properties: @@ -14062,6 +13453,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -14100,6 +13492,7 @@ spec: key: type: string name: + default: "" type: string optional: type: boolean @@ -14112,12 +13505,16 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map envFrom: items: properties: configMapRef: properties: name: + default: "" type: string optional: type: boolean @@ -14128,6 +13525,7 @@ spec: secretRef: properties: name: + default: "" type: string optional: type: boolean @@ -14135,6 +13533,7 @@ spec: x-kubernetes-map-type: atomic type: object type: array + x-kubernetes-list-type: atomic image: type: string imagePullPolicy: @@ -14149,6 +13548,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -14166,6 +13566,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -14178,6 +13579,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -14199,6 +13608,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object httpGet: properties: @@ -14216,6 +13626,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -14228,6 +13639,14 @@ spec: required: - port type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object tcpSocket: properties: host: @@ -14250,6 +13669,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -14260,6 +13680,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -14280,6 +13701,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -14352,6 +13774,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -14362,6 +13785,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -14382,6 +13806,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -14470,16 +13895,27 @@ spec: properties: allowPrivilegeEscalation: type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object capabilities: properties: add: items: type: string type: array + x-kubernetes-list-type: atomic drop: items: type: string type: array + x-kubernetes-list-type: atomic type: object privileged: type: boolean @@ -14535,6 +13971,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object failureThreshold: format: int32 @@ -14545,6 +13982,7 @@ spec: format: int32 type: integer service: + default: "" type: string required: - port @@ -14565,6 +14003,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -14642,6 +14081,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map volumeMounts: items: properties: @@ -14653,6 +14095,8 @@ spec: type: string readOnly: type: boolean + recursiveReadOnly: + type: string subPath: type: string subPathExpr: @@ -14662,6 +14106,9 @@ spec: - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map workingDir: type: string type: object @@ -14718,6 +14165,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic path: type: string readOnly: @@ -14727,6 +14175,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -14744,6 +14193,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -14772,7 +14222,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -14787,6 +14239,7 @@ spec: nodePublishSecretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -14842,6 +14295,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object emptyDir: properties: @@ -14866,6 +14320,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic dataSource: properties: apiGroup: @@ -14895,18 +14350,6 @@ spec: type: object resources: properties: - claims: - items: - properties: - name: - type: string - required: - - name - type: object - type: array - x-kubernetes-list-map-keys: - - name - x-kubernetes-list-type: map limits: additionalProperties: anyOf: @@ -14937,11 +14380,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string @@ -14950,6 +14395,8 @@ spec: x-kubernetes-map-type: atomic storageClassName: type: string + volumeAttributesClassName: + type: string volumeMode: type: string volumeName: @@ -14972,10 +14419,12 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic wwids: items: type: string type: array + x-kubernetes-list-type: atomic type: object flexVolume: properties: @@ -14992,6 +14441,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -15072,11 +14522,13 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic readOnly: type: boolean secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -15138,6 +14590,45 @@ spec: sources: items: properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object configMap: properties: items: @@ -15155,7 +14646,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -15201,6 +14694,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic type: object secret: properties: @@ -15219,7 +14713,9 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean @@ -15239,6 +14735,7 @@ spec: type: object type: object type: array + x-kubernetes-list-type: atomic type: object quobyte: properties: @@ -15270,6 +14767,7 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic pool: type: string readOnly: @@ -15277,6 +14775,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -15299,6 +14798,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -15337,6 +14837,7 @@ spec: - path type: object type: array + x-kubernetes-list-type: atomic optional: type: boolean secretName: @@ -15351,6 +14852,7 @@ spec: secretRef: properties: name: + default: "" type: string type: object x-kubernetes-map-type: atomic @@ -15376,1154 +14878,835 @@ spec: - name type: object type: array - xgboost: + workerSpec: properties: - args: - items: - type: string - type: array - command: - items: - type: string - type: array - env: - items: - properties: - name: - type: string - value: - type: string - valueFrom: - properties: - configMapKeyRef: - properties: - key: - type: string - name: - type: string - optional: - type: boolean - required: - - key - type: object - x-kubernetes-map-type: atomic - fieldRef: - properties: - apiVersion: - type: string - fieldPath: - type: string - required: - - fieldPath - type: object - x-kubernetes-map-type: atomic - resourceFieldRef: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: properties: - containerName: - type: string - divisor: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - resource: - type: string - required: - - resource - type: object - x-kubernetes-map-type: atomic - secretKeyRef: - properties: - key: - type: string - name: - type: string - optional: - type: boolean + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer required: - - key + - preference + - weight type: object - x-kubernetes-map-type: atomic - type: object - required: - - name - type: object - type: array - envFrom: - items: - properties: - configMapRef: - properties: - name: - type: string - optional: - type: boolean - type: object - x-kubernetes-map-type: atomic - prefix: - type: string - secretRef: - properties: - name: - type: string - optional: - type: boolean - type: object - x-kubernetes-map-type: atomic - type: object - type: array - image: - type: string - imagePullPolicy: - type: string - lifecycle: - properties: - postStart: - properties: - exec: - properties: - command: - items: - type: string - type: array - type: object - httpGet: + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: properties: - host: - type: string - httpHeaders: + nodeSelectorTerms: items: properties: - name: - type: string - value: - type: string - required: - - name - - value + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic type: object + x-kubernetes-map-type: atomic type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: - type: string - required: - - port - type: object - tcpSocket: - properties: - host: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true + x-kubernetes-list-type: atomic required: - - port + - nodeSelectorTerms type: object + x-kubernetes-map-type: atomic type: object - preStop: + podAffinity: properties: - exec: - properties: - command: - items: - type: string - type: array - type: object - httpGet: - properties: - host: - type: string - httpHeaders: - items: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: properties: - name: - type: string - value: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: type: string required: - - name - - value + - topologyKey type: object - type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: - type: string - required: - - port - type: object - tcpSocket: - properties: - host: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - required: - - port - type: object - type: object - type: object - livenessProbe: - properties: - exec: - properties: - command: - items: - type: string + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object type: array - type: object - failureThreshold: - format: int32 - type: integer - grpc: - properties: - port: - format: int32 - type: integer - service: - type: string - required: - - port - type: object - httpGet: - properties: - host: - type: string - httpHeaders: + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: items: properties: - name: - type: string - value: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: type: string required: - - name - - value + - topologyKey type: object type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: - type: string - type: object - initialDelaySeconds: - format: int32 - type: integer - periodSeconds: - format: int32 - type: integer - successThreshold: - format: int32 - type: integer - tcpSocket: - properties: - host: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true + x-kubernetes-list-type: atomic type: object - terminationGracePeriodSeconds: - format: int64 - type: integer - timeoutSeconds: - format: int32 - type: integer - type: object - name: - type: string - ports: - items: - properties: - containerPort: - format: int32 - type: integer - hostIP: - type: string - hostPort: - format: int32 - type: integer - name: - type: string - protocol: - default: TCP - type: string - required: - - containerPort - type: object - type: array - x-kubernetes-list-map-keys: - - containerPort - - protocol - x-kubernetes-list-type: map - protocolVersion: - type: string - readinessProbe: - properties: - exec: + podAntiAffinity: properties: - command: + preferredDuringSchedulingIgnoredDuringExecution: items: - type: string + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object type: array - type: object - failureThreshold: - format: int32 - type: integer - grpc: - properties: - port: - format: int32 - type: integer - service: - type: string - required: - - port - type: object - httpGet: - properties: - host: - type: string - httpHeaders: + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: items: properties: - name: - type: string - value: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: type: string required: - - name - - value + - topologyKey type: object type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: - type: string + x-kubernetes-list-type: atomic type: object - initialDelaySeconds: - format: int32 - type: integer - periodSeconds: - format: int32 - type: integer - successThreshold: - format: int32 - type: integer - tcpSocket: - properties: - host: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - type: object - terminationGracePeriodSeconds: - format: int64 - type: integer - timeoutSeconds: - format: int32 - type: integer type: object - resizePolicy: + automountServiceAccountToken: + type: boolean + containers: items: properties: - resourceName: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: type: string - restartPolicy: + imagePullPolicy: type: string - required: - - resourceName - - restartPolicy - type: object - type: array - x-kubernetes-list-type: atomic - resources: - properties: - claims: - items: + lifecycle: properties: - name: - type: string - required: - - name - type: object - type: array - x-kubernetes-list-map-keys: - - name - x-kubernetes-list-type: map - limits: - additionalProperties: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - type: object - requests: - additionalProperties: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - type: object - type: object - restartPolicy: - type: string - runtimeVersion: - type: string - securityContext: - properties: - allowPrivilegeEscalation: - type: boolean - capabilities: - properties: - add: - items: - type: string - type: array - drop: - items: - type: string - type: array - type: object - privileged: - type: boolean - procMount: - type: string - readOnlyRootFilesystem: - type: boolean - runAsGroup: - format: int64 - type: integer - runAsNonRoot: - type: boolean - runAsUser: - format: int64 - type: integer - seLinuxOptions: - properties: - level: - type: string - role: - type: string - type: - type: string - user: - type: string - type: object - seccompProfile: - properties: - localhostProfile: - type: string - type: - type: string - required: - - type - type: object - windowsOptions: - properties: - gmsaCredentialSpec: - type: string - gmsaCredentialSpecName: - type: string - hostProcess: - type: boolean - runAsUserName: - type: string - type: object - type: object - startupProbe: - properties: - exec: - properties: - command: - items: - type: string - type: array - type: object - failureThreshold: - format: int32 - type: integer - grpc: - properties: - port: - format: int32 - type: integer - service: - type: string - required: - - port - type: object - httpGet: - properties: - host: - type: string - httpHeaders: - items: + postStart: properties: - name: - type: string - value: - type: string - required: - - name - - value - type: object - type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: - type: string - required: - - port - type: object - initialDelaySeconds: - format: int32 - type: integer - periodSeconds: - format: int32 - type: integer - successThreshold: - format: int32 - type: integer - tcpSocket: - properties: - host: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - required: - - port - type: object - terminationGracePeriodSeconds: - format: int64 - type: integer - timeoutSeconds: - format: int32 - type: integer - type: object - stdin: - type: boolean - stdinOnce: - type: boolean - storage: - properties: - key: - type: string - parameters: - additionalProperties: - type: string - type: object - path: - type: string - schemaPath: - type: string - type: object - storageUri: - type: string - terminationMessagePath: - type: string - terminationMessagePolicy: - type: string - tty: - type: boolean - volumeDevices: - items: - properties: - devicePath: - type: string - name: - type: string - required: - - devicePath - - name - type: object - type: array - volumeMounts: - items: - properties: - mountPath: - type: string - mountPropagation: - type: string - name: - type: string - readOnly: - type: boolean - subPath: - type: string - subPathExpr: - type: string - required: - - mountPath - - name - type: object - type: array - workingDir: - type: string - type: object - type: object - transformer: - properties: - activeDeadlineSeconds: - format: int64 - type: integer - affinity: - properties: - nodeAffinity: - properties: - preferredDuringSchedulingIgnoredDuringExecution: - items: - properties: - preference: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchFields: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - type: object - x-kubernetes-map-type: atomic - weight: - format: int32 - type: integer - required: - - preference - - weight - type: object - type: array - requiredDuringSchedulingIgnoredDuringExecution: - properties: - nodeSelectorTerms: - items: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchFields: - items: - properties: - key: - type: string - operator: + exec: + properties: + command: + items: type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - type: object - x-kubernetes-map-type: atomic - type: array - required: - - nodeSelectorTerms - type: object - x-kubernetes-map-type: atomic - type: object - podAffinity: - properties: - preferredDuringSchedulingIgnoredDuringExecution: - items: - properties: - podAffinityTerm: - properties: - labelSelector: + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: properties: - matchExpressions: + host: + type: string + httpHeaders: items: properties: - key: + name: type: string - operator: + value: type: string - values: - items: - type: string - type: array required: - - key - - operator + - name + - value type: object type: array - matchLabels: - additionalProperties: + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: type: string - type: object + type: array + x-kubernetes-list-type: atomic type: object - x-kubernetes-map-type: atomic - namespaceSelector: + httpGet: properties: - matchExpressions: + host: + type: string + httpHeaders: items: properties: - key: + name: type: string - operator: + value: type: string - values: - items: - type: string - type: array required: - - key - - operator + - name + - value type: object type: array - matchLabels: - additionalProperties: - type: string - type: object + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port type: object - x-kubernetes-map-type: atomic - namespaces: - items: - type: string - type: array - topologyKey: - type: string - required: - - topologyKey - type: object - weight: - format: int32 - type: integer - required: - - podAffinityTerm - - weight + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object type: object - type: array - requiredDuringSchedulingIgnoredDuringExecution: - items: + livenessProbe: properties: - labelSelector: + exec: properties: - matchExpressions: + command: items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: type: string - type: object + type: array + x-kubernetes-list-type: atomic type: object - x-kubernetes-map-type: atomic - namespaceSelector: + failureThreshold: + format: int32 + type: integer + grpc: properties: - matchExpressions: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: items: properties: - key: + name: type: string - operator: + value: type: string - values: - items: - type: string - type: array required: - - key - - operator + - name + - value type: object type: array - matchLabels: - additionalProperties: - type: string - type: object + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port type: object - x-kubernetes-map-type: atomic - namespaces: - items: - type: string - type: array - topologyKey: - type: string - required: - - topologyKey - type: object - type: array - type: object - podAntiAffinity: - properties: - preferredDuringSchedulingIgnoredDuringExecution: - items: - properties: - podAffinityTerm: + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: properties: - labelSelector: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: - type: string - type: object - type: object - x-kubernetes-map-type: atomic - namespaceSelector: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: - type: string - type: object - type: object - x-kubernetes-map-type: atomic - namespaces: - items: - type: string - type: array - topologyKey: + host: type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true required: - - topologyKey + - port type: object - weight: + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: format: int32 type: integer - required: - - podAffinityTerm - - weight type: object - type: array - requiredDuringSchedulingIgnoredDuringExecution: - items: + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: properties: - labelSelector: + exec: properties: - matchExpressions: + command: items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: type: string - type: object + type: array + x-kubernetes-list-type: atomic type: object - x-kubernetes-map-type: atomic - namespaceSelector: + failureThreshold: + format: int32 + type: integer + grpc: properties: - matchExpressions: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: items: properties: - key: + name: type: string - operator: + value: type: string - values: - items: - type: string - type: array required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: - type: string - type: object - type: object - x-kubernetes-map-type: atomic - namespaces: - items: - type: string - type: array - topologyKey: - type: string - required: - - topologyKey - type: object - type: array - type: object - type: object - annotations: - additionalProperties: - type: string - type: object - automountServiceAccountToken: - type: boolean - batcher: - properties: - maxBatchSize: - type: integer - maxLatency: - type: integer - timeout: - type: integer - type: object - canaryTrafficPercent: - format: int64 - type: integer - containerConcurrency: - format: int64 - type: integer - containers: - items: - properties: - args: - items: - type: string - type: array - command: - items: - type: string - type: array - env: - items: - properties: - name: - type: string - value: - type: string - valueFrom: - properties: - configMapKeyRef: - properties: - key: - type: string - name: - type: string - optional: - type: boolean - required: - - key - type: object - x-kubernetes-map-type: atomic - fieldRef: - properties: - apiVersion: - type: string - fieldPath: - type: string - required: - - fieldPath - type: object - x-kubernetes-map-type: atomic - resourceFieldRef: - properties: - containerName: - type: string - divisor: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - resource: - type: string - required: - - resource - type: object - x-kubernetes-map-type: atomic - secretKeyRef: - properties: - key: - type: string - name: - type: string - optional: - type: boolean - required: - - key - type: object - x-kubernetes-map-type: atomic - type: object - required: - - name - type: object - type: array - envFrom: - items: - properties: - configMapRef: - properties: - name: - type: string - optional: - type: boolean - type: object - x-kubernetes-map-type: atomic - prefix: - type: string - secretRef: - properties: - name: - type: string - optional: - type: boolean - type: object - x-kubernetes-map-type: atomic - type: object - type: array - image: - type: string - imagePullPolicy: - type: string - lifecycle: - properties: - postStart: - properties: - exec: - properties: - command: - items: - type: string - type: array - type: object - httpGet: - properties: - host: - type: string - httpHeaders: - items: - properties: - name: - type: string - value: - type: string - required: - - name - - value + - name + - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -16536,6 +15719,15 @@ spec: required: - port type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer tcpSocket: properties: host: @@ -16548,8 +15740,132 @@ spec: required: - port type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer type: object - preStop: + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: properties: exec: properties: @@ -16557,6 +15873,21 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port type: object httpGet: properties: @@ -16574,6 +15905,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -16586,6 +15918,15 @@ spec: required: - port type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer tcpSocket: properties: host: @@ -16598,595 +15939,332 @@ spec: required: - port type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer type: object - type: object - livenessProbe: - properties: - exec: - properties: - command: - items: + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: type: string - type: array - type: object - failureThreshold: - format: int32 - type: integer - grpc: - properties: - port: - format: int32 - type: integer - service: - type: string - required: - - port - type: object - httpGet: - properties: - host: - type: string - httpHeaders: - items: - properties: - name: - type: string - value: - type: string - required: - - name - - value - type: object - type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: - type: string - type: object - initialDelaySeconds: - format: int32 - type: integer - periodSeconds: - format: int32 - type: integer - successThreshold: - format: int32 - type: integer - tcpSocket: - properties: - host: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - required: - - port - type: object - terminationGracePeriodSeconds: - format: int64 - type: integer - timeoutSeconds: - format: int32 - type: integer - type: object - name: - type: string - ports: - items: - properties: - containerPort: - format: int32 - type: integer - hostIP: - type: string - hostPort: - format: int32 - type: integer - name: - type: string - protocol: - default: TCP - type: string - required: - - containerPort - type: object - type: array - x-kubernetes-list-map-keys: - - containerPort - - protocol - x-kubernetes-list-type: map - readinessProbe: - properties: - exec: - properties: - command: - items: + name: type: string - type: array - type: object - failureThreshold: - format: int32 - type: integer - grpc: - properties: - port: - format: int32 - type: integer - service: - type: string - required: - - port - type: object - httpGet: - properties: - host: - type: string - httpHeaders: - items: - properties: - name: - type: string - value: - type: string - required: - - name - - value - type: object - type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: - type: string - type: object - initialDelaySeconds: - format: int32 - type: integer - periodSeconds: - format: int32 - type: integer - successThreshold: - format: int32 - type: integer - tcpSocket: - properties: - host: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - required: - - port - type: object - terminationGracePeriodSeconds: - format: int64 - type: integer - timeoutSeconds: - format: int32 - type: integer - type: object - resizePolicy: - items: - properties: - resourceName: - type: string - restartPolicy: - type: string - required: - - resourceName - - restartPolicy - type: object - type: array - x-kubernetes-list-type: atomic - resources: - properties: - claims: + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: items: properties: + mountPath: + type: string + mountPropagation: + type: string name: type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string required: + - mountPath - name type: object type: array x-kubernetes-list-map-keys: - - name + - mountPath x-kubernetes-list-type: map - limits: - additionalProperties: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - type: object - requests: - additionalProperties: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - type: object + workingDir: + type: string + required: + - name type: object - restartPolicy: - type: string - securityContext: - properties: - allowPrivilegeEscalation: - type: boolean - capabilities: + type: array + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + x-kubernetes-list-type: atomic + options: + items: properties: - add: - items: - type: string - type: array - drop: - items: - type: string - type: array + name: + type: string + value: + type: string type: object - privileged: - type: boolean - procMount: + type: array + x-kubernetes-list-type: atomic + searches: + items: type: string - readOnlyRootFilesystem: - type: boolean - runAsGroup: - format: int64 - type: integer - runAsNonRoot: - type: boolean - runAsUser: - format: int64 - type: integer - seLinuxOptions: - properties: - level: - type: string - role: - type: string - type: - type: string - user: - type: string - type: object - seccompProfile: - properties: - localhostProfile: - type: string - type: - type: string - required: - - type - type: object - windowsOptions: - properties: - gmsaCredentialSpec: - type: string - gmsaCredentialSpecName: - type: string - hostProcess: - type: boolean - runAsUserName: - type: string - type: object - type: object - startupProbe: + type: array + x-kubernetes-list-type: atomic + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + ephemeralContainers: + items: properties: - exec: - properties: - command: - items: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: type: string - type: array - type: object - failureThreshold: - format: int32 - type: integer - grpc: - properties: - port: - format: int32 - type: integer - service: - type: string - required: - - port - type: object - httpGet: - properties: - host: - type: string - httpHeaders: - items: + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: properties: name: + default: "" type: string - value: + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" type: string - required: - - name - - value + optional: + type: boolean type: object - type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: - type: string - required: - - port - type: object - initialDelaySeconds: - format: int32 - type: integer - periodSeconds: - format: int32 - type: integer - successThreshold: - format: int32 - type: integer - tcpSocket: + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: properties: - host: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - required: - - port + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object type: object - terminationGracePeriodSeconds: - format: int64 - type: integer - timeoutSeconds: - format: int32 - type: integer - type: object - stdin: - type: boolean - stdinOnce: - type: boolean - terminationMessagePath: - type: string - terminationMessagePolicy: - type: string - tty: - type: boolean - volumeDevices: - items: - properties: - devicePath: - type: string - name: - type: string - required: - - devicePath - - name - type: object - type: array - volumeMounts: - items: - properties: - mountPath: - type: string - mountPropagation: - type: string - name: - type: string - readOnly: - type: boolean - subPath: - type: string - subPathExpr: - type: string - required: - - mountPath - - name - type: object - type: array - workingDir: - type: string - required: - - name - type: object - type: array - deploymentStrategy: - properties: - rollingUpdate: - properties: - maxSurge: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - maxUnavailable: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - type: object - type: - type: string - type: object - dnsConfig: - properties: - nameservers: - items: - type: string - type: array - options: - items: - properties: - name: - type: string - value: - type: string - type: object - type: array - searches: - items: - type: string - type: array - type: object - dnsPolicy: - type: string - enableServiceLinks: - type: boolean - hostAliases: - items: - properties: - hostnames: - items: - type: string - type: array - ip: - type: string - type: object - type: array - hostIPC: - type: boolean - hostNetwork: - type: boolean - hostPID: - type: boolean - hostUsers: - type: boolean - hostname: - type: string - imagePullSecrets: - items: - properties: - name: - type: string - type: object - x-kubernetes-map-type: atomic - type: array - initContainers: - items: - properties: - args: - items: - type: string - type: array - command: - items: - type: string - type: array - env: - items: - properties: - name: - type: string - value: - type: string - valueFrom: - properties: - configMapKeyRef: - properties: - key: - type: string - name: - type: string - optional: - type: boolean - required: - - key - type: object - x-kubernetes-map-type: atomic - fieldRef: - properties: - apiVersion: - type: string - fieldPath: - type: string - required: - - fieldPath - type: object - x-kubernetes-map-type: atomic - resourceFieldRef: - properties: - containerName: - type: string - divisor: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - resource: - type: string - required: - - resource - type: object - x-kubernetes-map-type: atomic - secretKeyRef: - properties: - key: - type: string - name: - type: string - optional: - type: boolean - required: - - key - type: object - x-kubernetes-map-type: atomic - type: object - required: - - name - type: object - type: array - envFrom: - items: - properties: - configMapRef: - properties: - name: - type: string - optional: - type: boolean - type: object - x-kubernetes-map-type: atomic - prefix: - type: string - secretRef: - properties: - name: - type: string - optional: - type: boolean - type: object - x-kubernetes-map-type: atomic - type: object - type: array - image: - type: string - imagePullPolicy: - type: string - lifecycle: - properties: - postStart: + livenessProbe: properties: exec: properties: @@ -17194,6 +16272,21 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port type: object httpGet: properties: @@ -17211,6 +16304,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -17223,6 +16317,15 @@ spec: required: - port type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer tcpSocket: properties: host: @@ -17235,8 +16338,40 @@ spec: required: - port type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer type: object - preStop: + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: properties: exec: properties: @@ -17244,8 +16379,23 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic type: object - httpGet: + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: properties: host: type: string @@ -17261,6 +16411,7 @@ spec: - value type: object type: array + x-kubernetes-list-type: atomic path: type: string port: @@ -17273,6 +16424,15 @@ spec: required: - port type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer tcpSocket: properties: host: @@ -17285,455 +16445,5948 @@ spec: required: - port type: object - type: object - type: object - livenessProbe: - properties: - exec: - properties: - command: - items: - type: string - type: array - type: object - failureThreshold: - format: int32 - type: integer - grpc: - properties: - port: + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: format: int32 type: integer - service: - type: string - required: - - port type: object - httpGet: + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: properties: - host: - type: string - httpHeaders: + claims: items: properties: name: type: string - value: - type: string required: - name - - value type: object type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: - type: string - required: - - port + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object type: object - initialDelaySeconds: - format: int32 - type: integer - periodSeconds: - format: int32 - type: integer - successThreshold: - format: int32 - type: integer - tcpSocket: + restartPolicy: + type: string + securityContext: properties: - host: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - required: - - port - type: object - terminationGracePeriodSeconds: - format: int64 - type: integer - timeoutSeconds: - format: int32 - type: integer - type: object - name: - type: string - ports: - items: - properties: - containerPort: - format: int32 - type: integer - hostIP: - type: string - hostPort: - format: int32 - type: integer - name: - type: string - protocol: - default: TCP - type: string - required: - - containerPort - type: object - type: array - x-kubernetes-list-map-keys: - - containerPort - - protocol - x-kubernetes-list-type: map - readinessProbe: - properties: - exec: - properties: - command: - items: - type: string - type: array + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object type: object - failureThreshold: - format: int32 - type: integer - grpc: + startupProbe: properties: - port: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: format: int32 type: integer - service: - type: string - required: - - port type: object - httpGet: - properties: - host: - type: string - httpHeaders: - items: - properties: - name: - type: string - value: - type: string - required: - - name - - value - type: object - type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: - type: string - required: - - port - type: object - initialDelaySeconds: - format: int32 - type: integer - periodSeconds: - format: int32 - type: integer - successThreshold: - format: int32 - type: integer - tcpSocket: - properties: - host: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - required: - - port - type: object - terminationGracePeriodSeconds: - format: int64 - type: integer - timeoutSeconds: - format: int32 - type: integer - type: object - resizePolicy: - items: - properties: - resourceName: - type: string - restartPolicy: - type: string - required: - - resourceName - - restartPolicy - type: object - type: array - x-kubernetes-list-type: atomic - resources: - properties: - claims: + stdin: + type: boolean + stdinOnce: + type: boolean + targetContainerName: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: items: properties: + devicePath: + type: string name: type: string required: + - devicePath - name type: object type: array x-kubernetes-list-map-keys: - - name + - devicePath x-kubernetes-list-type: map - limits: - additionalProperties: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - type: object - requests: - additionalProperties: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - type: object - type: object - restartPolicy: - type: string - securityContext: - properties: - allowPrivilegeEscalation: - type: boolean - capabilities: - properties: - add: - items: + volumeMounts: + items: + properties: + mountPath: type: string - type: array - drop: - items: + mountPropagation: type: string - type: array - type: object - privileged: - type: boolean - procMount: + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: type: string - readOnlyRootFilesystem: - type: boolean - runAsGroup: - format: int64 - type: integer - runAsNonRoot: - type: boolean - runAsUser: - format: int64 - type: integer - seLinuxOptions: - properties: - level: - type: string - role: - type: string - type: - type: string - user: - type: string - type: object - seccompProfile: - properties: - localhostProfile: - type: string - type: - type: string - required: - - type - type: object - windowsOptions: - properties: - gmsaCredentialSpec: - type: string - gmsaCredentialSpecName: - type: string - hostProcess: - type: boolean - runAsUserName: - type: string - type: object + required: + - name type: object - startupProbe: + type: array + hostAliases: + items: properties: - exec: - properties: - command: - items: + hostnames: + items: + type: string + type: array + x-kubernetes-list-type: atomic + ip: + type: string + required: + - ip + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: type: string - type: array - type: object - failureThreshold: - format: int32 - type: integer - grpc: - properties: - port: - format: int32 - type: integer - service: - type: string - required: - - port - type: object - httpGet: - properties: - host: - type: string - httpHeaders: - items: + value: + type: string + valueFrom: properties: - name: - type: string - value: - type: string - required: - - name - - value - type: object - type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: - type: string - required: - - port - type: object - initialDelaySeconds: - format: int32 - type: integer - periodSeconds: - format: int32 - type: integer - successThreshold: - format: int32 - type: integer - tcpSocket: - properties: - host: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + required: + - name + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + x-kubernetes-list-type: atomic + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + size: + type: integer + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + type: object + xgboost: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + protocolVersion: + type: string + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + runtimeVersion: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + storage: + properties: + key: + type: string + parameters: + additionalProperties: + type: string + type: object + path: + type: string + schemaPath: + type: string + type: object + storageUri: + type: string + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + type: object + type: object + transformer: + properties: + activeDeadlineSeconds: + format: int64 + type: integer + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + automountServiceAccountToken: + type: boolean + batcher: + properties: + maxBatchSize: + type: integer + maxLatency: + type: integer + timeout: + type: integer + type: object + canaryTrafficPercent: + format: int64 + type: integer + containerConcurrency: + format: int64 + type: integer + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + deploymentStrategy: + properties: + rollingUpdate: + properties: + maxSurge: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + maxUnavailable: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + type: object + type: + type: string + type: object + dnsConfig: + properties: + nameservers: + items: + type: string + type: array + x-kubernetes-list-type: atomic + options: + items: + properties: + name: + type: string + value: + type: string + type: object + type: array + x-kubernetes-list-type: atomic + searches: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + dnsPolicy: + type: string + enableServiceLinks: + type: boolean + hostAliases: + items: + properties: + hostnames: + items: + type: string + type: array + x-kubernetes-list-type: atomic + ip: + type: string + required: + - ip + type: object + type: array + hostIPC: + type: boolean + hostNetwork: + type: boolean + hostPID: + type: boolean + hostUsers: + type: boolean + hostname: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + initContainers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: + properties: + devicePath: + type: string + name: + type: string + required: + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + labels: + additionalProperties: + type: string + type: object + logger: + properties: + metadataHeaders: + items: + type: string + type: array + mode: + enum: + - all + - request + - response + type: string + url: + type: string + type: object + maxReplicas: + type: integer + minReplicas: + type: integer + nodeName: + type: string + nodeSelector: + additionalProperties: + type: string + type: object + x-kubernetes-map-type: atomic + os: + properties: + name: + type: string + type: object + overhead: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + preemptionPolicy: + type: string + priority: + format: int32 + type: integer + priorityClassName: + type: string + readinessGates: + items: + properties: + conditionType: + type: string + required: + - conditionType + type: object + type: array + resourceClaims: + items: + properties: + name: + type: string + source: + properties: + resourceClaimName: + type: string + resourceClaimTemplateName: + type: string + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + restartPolicy: + type: string + runtimeClassName: + type: string + scaleMetric: + enum: + - cpu + - memory + - concurrency + - rps + type: string + scaleTarget: + type: integer + schedulerName: + type: string + schedulingGates: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + securityContext: + properties: + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + fsGroup: + format: int64 + type: integer + fsGroupChangePolicy: + type: string + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + supplementalGroups: + items: + format: int64 + type: integer + type: array + x-kubernetes-list-type: atomic + sysctls: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object + type: object + serviceAccount: + type: string + serviceAccountName: + type: string + setHostnameAsFQDN: + type: boolean + shareProcessNamespace: + type: boolean + subdomain: + type: string + terminationGracePeriodSeconds: + format: int64 + type: integer + timeout: + format: int64 + type: integer + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + topologySpreadConstraints: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + maxSkew: + format: int32 + type: integer + minDomains: + format: int32 + type: integer + nodeAffinityPolicy: + type: string + nodeTaintsPolicy: + type: string + topologyKey: + type: string + whenUnsatisfiable: + type: string + required: + - maxSkew + - topologyKey + - whenUnsatisfiable + type: object + type: array + x-kubernetes-list-map-keys: + - topologyKey + - whenUnsatisfiable + x-kubernetes-list-type: map + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: + properties: + metadata: + type: object + spec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: + properties: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object + type: object + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - required: - - port type: object - terminationGracePeriodSeconds: - format: int64 - type: integer - timeoutSeconds: + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: format: int32 type: integer + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string type: object - stdin: - type: boolean - stdinOnce: - type: boolean - terminationMessagePath: - type: string - terminationMessagePolicy: - type: string - tty: - type: boolean - volumeDevices: - items: - properties: - devicePath: - type: string - name: - type: string - required: - - devicePath - - name - type: object - type: array - volumeMounts: - items: - properties: - mountPath: - type: string - mountPropagation: - type: string - name: - type: string - readOnly: - type: boolean - subPath: - type: string - subPathExpr: - type: string - required: - - mountPath - - name - type: object - type: array - workingDir: + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + type: object + required: + - predictor + type: object + status: + properties: + address: + properties: + CACerts: + type: string + audience: + type: string + name: + type: string + url: + type: string + type: object + annotations: + additionalProperties: + type: string + type: object + components: + additionalProperties: + properties: + address: + properties: + CACerts: + type: string + audience: + type: string + name: + type: string + url: type: string - required: - - name type: object - type: array - labels: - additionalProperties: + grpcUrl: + type: string + latestCreatedRevision: + type: string + latestReadyRevision: + type: string + latestRolledoutRevision: + type: string + previousRolledoutRevision: + type: string + restUrl: + type: string + traffic: + items: + properties: + configurationName: + type: string + latestRevision: + type: boolean + percent: + format: int64 + type: integer + revisionName: + type: string + tag: + type: string + url: + type: string + type: object + type: array + url: + type: string + type: object + type: object + conditions: + items: + properties: + lastTransitionTime: + type: string + message: + type: string + reason: + type: string + severity: + type: string + status: + type: string + type: type: string + required: + - status + - type + type: object + type: array + modelStatus: + properties: + copies: + properties: + failedCopies: + default: 0 + type: integer + totalCopies: + type: integer + required: + - failedCopies type: object - logger: + lastFailureInfo: properties: - mode: + exitCode: + format: int32 + type: integer + location: + type: string + message: + type: string + modelRevisionName: + type: string + reason: enum: - - all - - request - - response + - ModelLoadFailed + - RuntimeUnhealthy + - RuntimeDisabled + - NoSupportingRuntime + - RuntimeNotRecognized + - InvalidPredictorSpec + type: string + time: + format: date-time + type: string + type: object + states: + properties: + activeModelState: + default: Pending + enum: + - "" + - Pending + - Standby + - Loading + - Loaded + - FailedToLoad + type: string + targetModelState: + default: "" + enum: + - "" + - Pending + - Standby + - Loading + - Loaded + - FailedToLoad + type: string + required: + - activeModelState + type: object + transitionStatus: + default: UpToDate + enum: + - "" + - UpToDate + - InProgress + - BlockedByFailedLoad + - InvalidSpec + type: string + required: + - transitionStatus + type: object + observedGeneration: + format: int64 + type: integer + url: + type: string + type: object + x-kubernetes-preserve-unknown-fields: true + type: object + served: true + storage: true + subresources: + status: {} +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: localmodelnodegroups.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: LocalModelNodeGroup + listKind: LocalModelNodeGroupList + plural: localmodelnodegroups + singular: localmodelnodegroup + scope: Cluster + versions: + - name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + persistentVolumeClaimSpec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string + type: object + persistentVolumeSpec: + properties: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: type: string - url: + diskName: type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI type: object - maxReplicas: - type: integer - minReplicas: - type: integer - nodeName: - type: string - nodeSelector: - additionalProperties: - type: string - type: object - x-kubernetes-map-type: atomic - os: + azureFile: properties: - name: + readOnly: + type: boolean + secretName: type: string + secretNamespace: + type: string + shareName: + type: string + required: + - secretName + - shareName type: object - overhead: + capacity: additionalProperties: anyOf: - type: integer @@ -17741,1408 +22394,2081 @@ spec: pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ x-kubernetes-int-or-string: true type: object - preemptionPolicy: - type: string - priority: - format: int32 - type: integer - priorityClassName: - type: string - readinessGates: - items: - properties: - conditionType: + cephfs: + properties: + monitors: + items: type: string - required: - - conditionType - type: object - type: array - resourceClaims: - items: - properties: - name: + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + claimRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + resourceVersion: + type: string + uid: + type: string + type: object + x-kubernetes-map-type: granular + csi: + properties: + controllerExpandSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + controllerPublishSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + driver: + type: string + fsType: + type: string + nodeExpandSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + nodePublishSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + nodeStageSecretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: type: string - source: - properties: - resourceClaimName: - type: string - resourceClaimTemplateName: - type: string - type: object - required: - - name - type: object + type: object + volumeHandle: + type: string + required: + - driver + - volumeHandle + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + glusterfs: + properties: + endpoints: + type: string + endpointsNamespace: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + type: string + namespace: + type: string + type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string + required: + - iqn + - lun + - targetPortal + type: object + local: + properties: + fsType: + type: string + path: + type: string + required: + - path + type: object + mountOptions: + items: + type: string type: array - x-kubernetes-list-map-keys: - - name - x-kubernetes-list-type: map - restartPolicy: - type: string - runtimeClassName: - type: string - scaleMetric: - enum: - - cpu - - memory - - concurrency - - rps - type: string - scaleTarget: - type: integer - schedulerName: + x-kubernetes-list-type: atomic + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + nodeAffinity: + properties: + required: + properties: + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + persistentVolumeReclaimPolicy: type: string - schedulingGates: - items: - properties: - name: - type: string - required: - - name - type: object - type: array - x-kubernetes-list-map-keys: - - name - x-kubernetes-list-type: map - securityContext: + photonPersistentDisk: properties: - fsGroup: - format: int64 - type: integer - fsGroupChangePolicy: + fsType: type: string - runAsGroup: - format: int64 - type: integer - runAsNonRoot: + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: type: boolean - runAsUser: - format: int64 - type: integer - seLinuxOptions: + volumeID: + type: string + required: + - volumeID + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: properties: - level: - type: string - role: - type: string - type: + name: type: string - user: + namespace: type: string type: object - seccompProfile: + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: properties: - localhostProfile: + name: type: string - type: + namespace: type: string - required: - - type type: object - supplementalGroups: - items: - format: int64 - type: integer - type: array - sysctls: - items: - properties: - name: - type: string - value: - type: string - required: - - name - - value - type: object - type: array - windowsOptions: + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + storageClassName: + type: string + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: properties: - gmsaCredentialSpec: + apiVersion: type: string - gmsaCredentialSpecName: + fieldPath: type: string - hostProcess: - type: boolean - runAsUserName: + kind: + type: string + name: + type: string + namespace: + type: string + resourceVersion: + type: string + uid: type: string type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string type: object - serviceAccount: - type: string - serviceAccountName: + volumeAttributesClassName: type: string - setHostnameAsFQDN: - type: boolean - shareProcessNamespace: - type: boolean - subdomain: + volumeMode: type: string - terminationGracePeriodSeconds: - format: int64 - type: integer - timeout: - format: int64 - type: integer - tolerations: - items: - properties: - effect: - type: string - key: - type: string - operator: - type: string - tolerationSeconds: - format: int64 - type: integer - value: - type: string - type: object - type: array - topologySpreadConstraints: - items: - properties: - labelSelector: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: - type: string - type: object - type: object - x-kubernetes-map-type: atomic - matchLabelKeys: - items: - type: string - type: array - x-kubernetes-list-type: atomic - maxSkew: - format: int32 - type: integer - minDomains: - format: int32 - type: integer - nodeAffinityPolicy: - type: string - nodeTaintsPolicy: - type: string - topologyKey: - type: string - whenUnsatisfiable: - type: string - required: - - maxSkew - - topologyKey - - whenUnsatisfiable - type: object - type: array - x-kubernetes-list-map-keys: - - topologyKey - - whenUnsatisfiable - x-kubernetes-list-type: map - volumes: - items: - properties: - awsElasticBlockStore: + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + type: object + storageLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + required: + - persistentVolumeClaimSpec + - persistentVolumeSpec + - storageLimit + type: object + status: + properties: + available: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + used: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + served: true + storage: true +--- +apiVersion: apiextensions.k8s.io/v1 +kind: CustomResourceDefinition +metadata: + annotations: + controller-gen.kubebuilder.io/version: v0.16.2 + name: servingruntimes.serving.kserve.io +spec: + group: serving.kserve.io + names: + kind: ServingRuntime + listKind: ServingRuntimeList + plural: servingruntimes + singular: servingruntime + scope: Namespaced + versions: + - additionalPrinterColumns: + - jsonPath: .spec.disabled + name: Disabled + type: boolean + - jsonPath: .spec.supportedModelFormats[*].name + name: ModelType + type: string + - jsonPath: .spec.containers[*].name + name: Containers + type: string + - jsonPath: .metadata.creationTimestamp + name: Age + type: date + name: v1alpha1 + schema: + openAPIV3Schema: + properties: + apiVersion: + type: string + kind: + type: string + metadata: + type: object + spec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: properties: - fsType: - type: string - partition: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: format: int32 type: integer - readOnly: - type: boolean - volumeID: - type: string - required: - - volumeID - type: object - azureDisk: - properties: - cachingMode: - type: string - diskName: - type: string - diskURI: - type: string - fsType: - type: string - kind: - type: string - readOnly: - type: boolean - required: - - diskName - - diskURI - type: object - azureFile: - properties: - readOnly: - type: boolean - secretName: - type: string - shareName: - type: string required: - - secretName - - shareName + - preference + - weight type: object - cephfs: - properties: - monitors: - items: - type: string - type: array - path: - type: string - readOnly: - type: boolean - secretFile: - type: string - secretRef: + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + properties: + nodeSelectorTerms: + items: properties: - name: - type: string + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic type: object x-kubernetes-map-type: atomic - user: - type: string - required: - - monitors - type: object - cinder: + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms + type: object + x-kubernetes-map-type: atomic + type: object + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: properties: - fsType: - type: string - readOnly: - type: boolean - secretRef: + podAffinityTerm: properties: - name: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: type: string + required: + - topologyKey type: object - x-kubernetes-map-type: atomic - volumeID: - type: string - required: - - volumeID - type: object - configMap: - properties: - defaultMode: + weight: format: int32 type: integer - items: - items: - properties: - key: - type: string - mode: - format: int32 - type: integer - path: - type: string - required: - - key - - path - type: object - type: array - name: - type: string - optional: - type: boolean - type: object - x-kubernetes-map-type: atomic - csi: - properties: - driver: - type: string - fsType: - type: string - nodePublishSecretRef: - properties: - name: - type: string - type: object - x-kubernetes-map-type: atomic - readOnly: - type: boolean - volumeAttributes: - additionalProperties: - type: string - type: object required: - - driver + - podAffinityTerm + - weight type: object - downwardAPI: + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: properties: - defaultMode: - format: int32 - type: integer - items: - items: - properties: - fieldRef: + labelSelector: + properties: + matchExpressions: + items: properties: - apiVersion: + key: type: string - fieldPath: + operator: type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic required: - - fieldPath + - key + - operator type: object - x-kubernetes-map-type: atomic - mode: - format: int32 - type: integer - path: + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: type: string - resourceFieldRef: + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: properties: - containerName: + key: type: string - divisor: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - resource: + operator: type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic required: - - resource + - key + - operator type: object - x-kubernetes-map-type: atomic - required: - - path - type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string type: array - type: object - emptyDir: - properties: - medium: + x-kubernetes-list-type: atomic + topologyKey: type: string - sizeLimit: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true + required: + - topologyKey type: object - ephemeral: + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: properties: - volumeClaimTemplate: + podAffinityTerm: properties: - metadata: - type: object - spec: + labelSelector: properties: - accessModes: + matchExpressions: items: - type: string + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object type: array - dataSource: - properties: - apiGroup: - type: string - kind: - type: string - name: - type: string - required: - - kind - - name - type: object - x-kubernetes-map-type: atomic - dataSourceRef: - properties: - apiGroup: - type: string - kind: - type: string - name: - type: string - namespace: - type: string - required: - - kind - - name - type: object - resources: - properties: - claims: - items: - properties: - name: - type: string - required: - - name - type: object - type: array - x-kubernetes-list-map-keys: - - name - x-kubernetes-list-type: map - limits: - additionalProperties: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - type: object - requests: - additionalProperties: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - type: object + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string type: object - selector: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: type: string - type: object + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string type: object - x-kubernetes-map-type: atomic - storageClassName: - type: string - volumeMode: - type: string - volumeName: - type: string type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string required: - - spec + - topologyKey type: object - type: object - fc: - properties: - fsType: - type: string - lun: + weight: format: int32 type: integer - readOnly: - type: boolean - targetWWNs: + required: + - podAffinityTerm + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: items: type: string type: array - wwids: + x-kubernetes-list-type: atomic + mismatchLabelKeys: items: type: string type: array - type: object - flexVolume: - properties: - driver: - type: string - fsType: - type: string - options: - additionalProperties: - type: string - type: object - readOnly: - type: boolean - secretRef: + x-kubernetes-list-type: atomic + namespaceSelector: properties: - name: - type: string + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object type: object x-kubernetes-map-type: atomic - required: - - driver - type: object - flocker: - properties: - datasetName: - type: string - datasetUUID: - type: string - type: object - gcePersistentDisk: - properties: - fsType: - type: string - partition: - format: int32 - type: integer - pdName: - type: string - readOnly: - type: boolean - required: - - pdName - type: object - gitRepo: - properties: - directory: - type: string - repository: - type: string - revision: - type: string - required: - - repository - type: object - glusterfs: - properties: - endpoints: - type: string - path: - type: string - readOnly: - type: boolean - required: - - endpoints - - path - type: object - hostPath: - properties: - path: - type: string - type: + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: type: string required: - - path + - topologyKey type: object - iscsi: + type: array + x-kubernetes-list-type: atomic + type: object + type: object + annotations: + additionalProperties: + type: string + type: object + builtInAdapter: + properties: + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: properties: - chapAuthDiscovery: - type: boolean - chapAuthSession: - type: boolean - fsType: - type: string - initiatorName: - type: string - iqn: - type: string - iscsiInterface: - type: string - lun: - format: int32 - type: integer - portals: - items: - type: string - type: array - readOnly: - type: boolean - secretRef: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: properties: + key: + type: string name: + default: "" type: string + optional: + type: boolean + required: + - key type: object x-kubernetes-map-type: atomic - targetPortal: - type: string - required: - - iqn - - lun - - targetPortal - type: object - name: - type: string - nfs: - properties: - path: - type: string - readOnly: - type: boolean - server: - type: string - required: - - path - - server - type: object - persistentVolumeClaim: - properties: - claimName: - type: string - readOnly: - type: boolean - required: - - claimName - type: object - photonPersistentDisk: - properties: - fsType: - type: string - pdID: - type: string - required: - - pdID - type: object - portworxVolume: - properties: - fsType: - type: string - readOnly: - type: boolean - volumeID: - type: string - required: - - volumeID type: object - projected: - properties: - defaultMode: - format: int32 - type: integer - sources: - items: + required: + - name + type: object + type: array + memBufferBytes: + type: integer + modelLoadingTimeoutMillis: + type: integer + runtimeManagementPort: + type: integer + serverType: + type: string + type: object + containers: + items: + properties: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: + items: + properties: + name: + type: string + value: + type: string + valueFrom: + properties: + configMapKeyRef: properties: - configMap: - properties: - items: - items: - properties: - key: - type: string - mode: - format: int32 - type: integer - path: - type: string - required: - - key - - path - type: object - type: array - name: - type: string - optional: - type: boolean - type: object - x-kubernetes-map-type: atomic - downwardAPI: - properties: - items: - items: - properties: - fieldRef: - properties: - apiVersion: - type: string - fieldPath: - type: string - required: - - fieldPath - type: object - x-kubernetes-map-type: atomic - mode: - format: int32 - type: integer - path: - type: string - resourceFieldRef: - properties: - containerName: - type: string - divisor: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - resource: - type: string - required: - - resource - type: object - x-kubernetes-map-type: atomic - required: - - path - type: object - type: array - type: object - secret: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: + type: string + imagePullPolicy: + type: string + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: properties: - items: - items: - properties: - key: - type: string - mode: - format: int32 - type: integer - path: - type: string - required: - - key - - path - type: object - type: array name: type: string - optional: - type: boolean + value: + type: string + required: + - name + - value type: object - x-kubernetes-map-type: atomic - serviceAccountToken: + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: properties: - audience: + name: type: string - expirationSeconds: - format: int64 - type: integer - path: + value: type: string required: - - path + - name + - value type: object - type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string type: array + x-kubernetes-list-type: atomic type: object - quobyte: + failureThreshold: + format: int32 + type: integer + grpc: properties: - group: - type: string - readOnly: - type: boolean - registry: - type: string - tenant: - type: string - user: - type: string - volume: + port: + format: int32 + type: integer + service: + default: "" type: string required: - - registry - - volume + - port type: object - rbd: + httpGet: properties: - fsType: - type: string - image: - type: string - keyring: + host: type: string - monitors: + httpHeaders: items: - type: string + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object type: array - pool: + x-kubernetes-list-type: atomic + path: type: string - readOnly: - type: boolean - secretRef: - properties: - name: - type: string - type: object - x-kubernetes-map-type: atomic - user: + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: type: string required: - - image - - monitors + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: + type: string + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic type: object - scaleIO: + failureThreshold: + format: int32 + type: integer + grpc: properties: - fsType: - type: string - gateway: - type: string - protectionDomain: - type: string - readOnly: - type: boolean - secretRef: - properties: - name: - type: string - type: object - x-kubernetes-map-type: atomic - sslEnabled: - type: boolean - storageMode: - type: string - storagePool: - type: string - system: - type: string - volumeName: + port: + format: int32 + type: integer + service: + default: "" type: string required: - - gateway - - secretRef - - system + - port type: object - secret: + httpGet: properties: - defaultMode: - format: int32 - type: integer - items: + host: + type: string + httpHeaders: items: properties: - key: + name: type: string - mode: - format: int32 - type: integer - path: + value: type: string required: - - key - - path + - name + - value type: object type: array - optional: - type: boolean - secretName: + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: type: string + required: + - port type: object - storageos: + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: properties: - fsType: + host: type: string - readOnly: - type: boolean - secretRef: - properties: - name: - type: string - type: object - x-kubernetes-map-type: atomic - volumeName: + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: + items: + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object + type: array + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: + type: string + securityContext: + properties: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: type: string - volumeNamespace: + type: type: string + required: + - type type: object - vsphereVolume: + capabilities: properties: - fsType: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: + type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: type: string - storagePolicyID: + role: type: string - storagePolicyName: + type: type: string - volumePath: + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: type: string required: - - volumePath + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string type: object - required: - - name - type: object - type: array - type: object - required: - - predictor - type: object - status: - properties: - address: - properties: - CACerts: - type: string - audience: - type: string - name: - type: string - url: - type: string - type: object - annotations: - additionalProperties: - type: string - type: object - components: - additionalProperties: - properties: - address: - properties: - CACerts: - type: string - audience: - type: string - name: - type: string - url: - type: string type: object - grpcUrl: - type: string - latestCreatedRevision: - type: string - latestReadyRevision: - type: string - latestRolledoutRevision: - type: string - previousRolledoutRevision: - type: string - restUrl: - type: string - traffic: - items: - properties: - configurationName: - type: string - latestRevision: - type: boolean - percent: - format: int64 - type: integer - revisionName: - type: string - tag: - type: string - url: - type: string - type: object - type: array - url: - type: string - type: object - type: object - conditions: - items: - properties: - lastTransitionTime: - type: string - message: - type: string - reason: - type: string - severity: - type: string - status: - type: string - type: - type: string - required: - - status - - type - type: object - type: array - modelStatus: - properties: - copies: - properties: - failedCopies: - default: 0 - type: integer - totalCopies: - type: integer - required: - - failedCopies - type: object - lastFailureInfo: - properties: - exitCode: - format: int32 - type: integer - location: - type: string - message: - type: string - modelRevisionName: - type: string - reason: - enum: - - ModelLoadFailed - - RuntimeUnhealthy - - RuntimeDisabled - - NoSupportingRuntime - - RuntimeNotRecognized - - InvalidPredictorSpec - type: string - time: - format: date-time - type: string - type: object - states: - properties: - activeModelState: - default: Pending - enum: - - "" - - Pending - - Standby - - Loading - - Loaded - - FailedToLoad - type: string - targetModelState: - default: "" - enum: - - "" - - Pending - - Standby - - Loading - - Loaded - - FailedToLoad - type: string - required: - - activeModelState - type: object - transitionStatus: - default: UpToDate - enum: - - "" - - UpToDate - - InProgress - - BlockedByFailedLoad - - InvalidSpec - type: string - required: - - transitionStatus - type: object - observedGeneration: - format: int64 - type: integer - url: - type: string - type: object - x-kubernetes-preserve-unknown-fields: true - type: object - served: true - storage: true - subresources: - status: {} ---- -apiVersion: apiextensions.k8s.io/v1 -kind: CustomResourceDefinition -metadata: - annotations: - controller-gen.kubebuilder.io/version: v0.12.0 - name: servingruntimes.serving.kserve.io -spec: - group: serving.kserve.io - names: - kind: ServingRuntime - listKind: ServingRuntimeList - plural: servingruntimes - singular: servingruntime - scope: Namespaced - versions: - - additionalPrinterColumns: - - jsonPath: .spec.disabled - name: Disabled - type: boolean - - jsonPath: .spec.supportedModelFormats[*].name - name: ModelType - type: string - - jsonPath: .spec.containers[*].name - name: Containers - type: string - - jsonPath: .metadata.creationTimestamp - name: Age - type: date - name: v1alpha1 - schema: - openAPIV3Schema: - properties: - apiVersion: - type: string - kind: - type: string - metadata: - type: object - spec: - properties: - affinity: - properties: - nodeAffinity: - properties: - preferredDuringSchedulingIgnoredDuringExecution: - items: + startupProbe: + properties: + exec: properties: - preference: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchFields: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - type: object - x-kubernetes-map-type: atomic - weight: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: format: int32 type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string required: - - preference - - weight + - port type: object - type: array - requiredDuringSchedulingIgnoredDuringExecution: + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: + type: string + terminationMessagePolicy: + type: string + tty: + type: boolean + volumeDevices: + items: properties: - nodeSelectorTerms: - items: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchFields: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - type: object - x-kubernetes-map-type: atomic - type: array + devicePath: + type: string + name: + type: string required: - - nodeSelectorTerms + - devicePath + - name type: object - x-kubernetes-map-type: atomic - type: object - podAffinity: - properties: - preferredDuringSchedulingIgnoredDuringExecution: - items: + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + disabled: + type: boolean + grpcDataEndpoint: + type: string + grpcEndpoint: + type: string + hostIPC: + type: boolean + httpDataEndpoint: + type: string + imagePullSecrets: + items: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + type: array + labels: + additionalProperties: + type: string + type: object + multiModel: + type: boolean + nodeSelector: + additionalProperties: + type: string + type: object + protocolVersions: + items: + type: string + type: array + replicas: + type: integer + storageHelper: + properties: + disabled: + type: boolean + type: object + supportedModelFormats: + items: + properties: + autoSelect: + type: boolean + name: + type: string + priority: + format: int32 + minimum: 1 + type: integer + version: + type: string + required: + - name + type: object + type: array + tolerations: + items: + properties: + effect: + type: string + key: + type: string + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI + type: object + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: properties: - podAffinityTerm: - properties: - labelSelector: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: - type: string - type: object - type: object - x-kubernetes-map-type: atomic - namespaceSelector: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: - type: string - type: object - type: object - x-kubernetes-map-type: atomic - namespaces: - items: - type: string - type: array - topologyKey: - type: string - required: - - topologyKey - type: object - weight: - format: int32 - type: integer - required: - - podAffinityTerm - - weight + name: + default: "" + type: string type: object - type: array - requiredDuringSchedulingIgnoredDuringExecution: - items: + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: properties: - labelSelector: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: - type: string - type: object - type: object - x-kubernetes-map-type: atomic - namespaceSelector: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: - type: string - type: object - type: object - x-kubernetes-map-type: atomic - namespaces: - items: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: + properties: + key: type: string - type: array - topologyKey: + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" type: string - required: - - topologyKey type: object - type: array - type: object - podAntiAffinity: - properties: - preferredDuringSchedulingIgnoredDuringExecution: + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: + type: string + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: + properties: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: properties: - podAffinityTerm: + metadata: + type: object + spec: properties: - labelSelector: + accessModes: + items: + type: string + type: array + x-kubernetes-list-type: atomic + dataSource: properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind + - name + type: object + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name + type: object + resources: + properties: + limits: additionalProperties: - type: string + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true type: object type: object - x-kubernetes-map-type: atomic - namespaceSelector: + selector: properties: matchExpressions: items: @@ -19155,1577 +24481,2433 @@ spec: items: type: string type: array + x-kubernetes-list-type: atomic required: - key - operator type: object type: array + x-kubernetes-list-type: atomic matchLabels: additionalProperties: type: string type: object type: object x-kubernetes-map-type: atomic - namespaces: - items: - type: string - type: array - topologyKey: + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: type: string - required: - - topologyKey type: object - weight: - format: int32 - type: integer required: - - podAffinityTerm - - weight + - spec type: object - type: array - requiredDuringSchedulingIgnoredDuringExecution: - items: + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: properties: - labelSelector: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: - type: string - type: object - type: object - x-kubernetes-map-type: atomic - namespaceSelector: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: - type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: - type: string - type: object - type: object - x-kubernetes-map-type: atomic - namespaces: - items: - type: string - type: array - topologyKey: + name: + default: "" type: string - required: - - topologyKey type: object - type: array - type: object - type: object - annotations: - additionalProperties: - type: string - type: object - builtInAdapter: - properties: - env: - items: + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: properties: - name: + path: type: string - value: + type: type: string - valueFrom: + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: properties: - configMapKeyRef: - properties: - key: - type: string - name: - type: string - optional: - type: boolean - required: - - key - type: object - x-kubernetes-map-type: atomic - fieldRef: - properties: - apiVersion: - type: string - fieldPath: - type: string - required: - - fieldPath - type: object - x-kubernetes-map-type: atomic - resourceFieldRef: - properties: - containerName: - type: string - divisor: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - resource: - type: string - required: - - resource - type: object - x-kubernetes-map-type: atomic - secretKeyRef: - properties: - key: - type: string - name: - type: string - optional: - type: boolean - required: - - key - type: object - x-kubernetes-map-type: atomic + name: + default: "" + type: string type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string required: - - name + - iqn + - lun + - targetPortal type: object - type: array - memBufferBytes: - type: integer - modelLoadingTimeoutMillis: - type: integer - runtimeManagementPort: - type: integer - serverType: - type: string - type: object - containers: - items: - properties: - args: - items: - type: string - type: array - command: - items: - type: string - type: array - env: - items: - properties: - name: - type: string - value: - type: string - valueFrom: + name: + type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server + type: object + persistentVolumeClaim: + properties: + claimName: + type: string + readOnly: + type: boolean + required: + - claimName + type: object + photonPersistentDisk: + properties: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID + type: object + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: properties: - configMapKeyRef: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: + properties: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: + type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: properties: - key: - type: string + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path + type: object + type: array + x-kubernetes-list-type: atomic name: + default: "" type: string optional: type: boolean - required: - - key - type: object - x-kubernetes-map-type: atomic - fieldRef: - properties: - apiVersion: - type: string - fieldPath: - type: string - required: - - fieldPath - type: object - x-kubernetes-map-type: atomic - resourceFieldRef: - properties: - containerName: - type: string - divisor: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - resource: - type: string - required: - - resource type: object x-kubernetes-map-type: atomic - secretKeyRef: + serviceAccountToken: properties: - key: + audience: type: string - name: + expirationSeconds: + format: int64 + type: integer + path: type: string - optional: - type: boolean required: - - key + - path type: object - x-kubernetes-map-type: atomic type: object - required: - - name - type: object - type: array - envFrom: - items: - properties: - configMapRef: + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: properties: - name: + key: type: string - optional: - type: boolean + mode: + format: int32 + type: integer + path: + type: string + required: + - key + - path type: object - x-kubernetes-map-type: atomic - prefix: - type: string - secretRef: + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: + type: string + type: object + storageos: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: + type: string + type: object + vsphereVolume: + properties: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: + type: string + required: + - volumePath + type: object + required: + - name + type: object + type: array + workerSpec: + properties: + affinity: + properties: + nodeAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: + properties: + preference: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + weight: + format: int32 + type: integer + required: + - preference + - weight + type: object + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: properties: - name: - type: string - optional: - type: boolean + nodeSelectorTerms: + items: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchFields: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + type: object + x-kubernetes-map-type: atomic + type: array + x-kubernetes-list-type: atomic + required: + - nodeSelectorTerms type: object x-kubernetes-map-type: atomic type: object - type: array - image: - type: string - imagePullPolicy: - type: string - lifecycle: - properties: - postStart: - properties: - exec: - properties: - command: - items: - type: string - type: array - type: object - httpGet: + podAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: properties: - host: - type: string - httpHeaders: - items: - properties: - name: + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: type: string - value: + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: type: string - required: - - name - - value - type: object - type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: - type: string - required: - - port - type: object - tcpSocket: - properties: - host: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer required: - - port + - podAffinityTerm + - weight type: object - type: object - preStop: - properties: - exec: + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: properties: - command: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: items: type: string type: array - type: object - httpGet: - properties: - host: - type: string - httpHeaders: + x-kubernetes-list-type: atomic + mismatchLabelKeys: items: - properties: - name: - type: string - value: - type: string - required: - - name - - value - type: object + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: + x-kubernetes-list-type: atomic + topologyKey: type: string required: - - port + - topologyKey type: object - tcpSocket: + type: array + x-kubernetes-list-type: atomic + type: object + podAntiAffinity: + properties: + preferredDuringSchedulingIgnoredDuringExecution: + items: properties: - host: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true + podAffinityTerm: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: + type: string + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + weight: + format: int32 + type: integer required: - - port + - podAffinityTerm + - weight type: object - type: object - type: object - livenessProbe: - properties: - exec: - properties: - command: - items: - type: string - type: array - type: object - failureThreshold: - format: int32 - type: integer - grpc: - properties: - port: - format: int32 - type: integer - service: - type: string - required: - - port - type: object - httpGet: - properties: - host: - type: string - httpHeaders: - items: - properties: - name: - type: string - value: - type: string - required: - - name - - value - type: object - type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: - type: string - required: - - port - type: object - initialDelaySeconds: - format: int32 - type: integer - periodSeconds: - format: int32 - type: integer - successThreshold: - format: int32 - type: integer - tcpSocket: - properties: - host: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - required: - - port - type: object - terminationGracePeriodSeconds: - format: int64 - type: integer - timeoutSeconds: - format: int32 - type: integer - type: object - name: - type: string - ports: - items: - properties: - containerPort: - format: int32 - type: integer - hostIP: - type: string - hostPort: - format: int32 - type: integer - name: - type: string - protocol: - default: TCP - type: string - required: - - containerPort - type: object - type: array - x-kubernetes-list-map-keys: - - containerPort - - protocol - x-kubernetes-list-type: map - readinessProbe: - properties: - exec: - properties: - command: - items: - type: string - type: array - type: object - failureThreshold: - format: int32 - type: integer - grpc: - properties: - port: - format: int32 - type: integer - service: - type: string - required: - - port - type: object - httpGet: - properties: - host: - type: string - httpHeaders: - items: - properties: - name: + type: array + x-kubernetes-list-type: atomic + requiredDuringSchedulingIgnoredDuringExecution: + items: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + matchLabelKeys: + items: type: string - value: + type: array + x-kubernetes-list-type: atomic + mismatchLabelKeys: + items: type: string - required: - - name - - value - type: object - type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: - type: string - required: - - port - type: object - initialDelaySeconds: - format: int32 - type: integer - periodSeconds: - format: int32 - type: integer - successThreshold: - format: int32 - type: integer - tcpSocket: - properties: - host: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - required: - - port - type: object - terminationGracePeriodSeconds: - format: int64 - type: integer - timeoutSeconds: - format: int32 - type: integer - type: object - resizePolicy: - items: - properties: - resourceName: - type: string - restartPolicy: - type: string - required: - - resourceName - - restartPolicy + type: array + x-kubernetes-list-type: atomic + namespaceSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + namespaces: + items: + type: string + type: array + x-kubernetes-list-type: atomic + topologyKey: + type: string + required: + - topologyKey + type: object + type: array + x-kubernetes-list-type: atomic type: object - type: array - x-kubernetes-list-type: atomic - resources: + type: object + annotations: + additionalProperties: + type: string + type: object + containers: + items: properties: - claims: + args: + items: + type: string + type: array + x-kubernetes-list-type: atomic + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + env: items: properties: name: type: string - required: - - name - type: object - type: array - x-kubernetes-list-map-keys: - - name - x-kubernetes-list-type: map - limits: - additionalProperties: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - type: object - requests: - additionalProperties: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - type: object - type: object - restartPolicy: - type: string - securityContext: - properties: - allowPrivilegeEscalation: - type: boolean - capabilities: - properties: - add: - items: - type: string - type: array - drop: - items: - type: string - type: array - type: object - privileged: - type: boolean - procMount: - type: string - readOnlyRootFilesystem: - type: boolean - runAsGroup: - format: int64 - type: integer - runAsNonRoot: - type: boolean - runAsUser: - format: int64 - type: integer - seLinuxOptions: - properties: - level: - type: string - role: - type: string - type: - type: string - user: - type: string - type: object - seccompProfile: - properties: - localhostProfile: - type: string - type: - type: string - required: - - type - type: object - windowsOptions: - properties: - gmsaCredentialSpec: - type: string - gmsaCredentialSpecName: - type: string - hostProcess: - type: boolean - runAsUserName: - type: string - type: object - type: object - startupProbe: - properties: - exec: - properties: - command: - items: + value: type: string - type: array - type: object - failureThreshold: - format: int32 - type: integer - grpc: - properties: - port: - format: int32 - type: integer - service: - type: string - required: - - port - type: object - httpGet: - properties: - host: - type: string - httpHeaders: - items: + valueFrom: + properties: + configMapKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + secretKeyRef: + properties: + key: + type: string + name: + default: "" + type: string + optional: + type: boolean + required: + - key + type: object + x-kubernetes-map-type: atomic + type: object + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + envFrom: + items: + properties: + configMapRef: properties: name: + default: "" type: string - value: + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + prefix: + type: string + secretRef: + properties: + name: + default: "" type: string - required: - - name - - value + optional: + type: boolean type: object - type: array - path: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - scheme: - type: string - required: - - port - type: object - initialDelaySeconds: - format: int32 - type: integer - periodSeconds: - format: int32 - type: integer - successThreshold: - format: int32 - type: integer - tcpSocket: - properties: - host: - type: string - port: - anyOf: - - type: integer - - type: string - x-kubernetes-int-or-string: true - required: - - port - type: object - terminationGracePeriodSeconds: - format: int64 - type: integer - timeoutSeconds: - format: int32 - type: integer - type: object - stdin: - type: boolean - stdinOnce: - type: boolean - terminationMessagePath: - type: string - terminationMessagePolicy: - type: string - tty: - type: boolean - volumeDevices: - items: - properties: - devicePath: - type: string - name: - type: string - required: - - devicePath - - name - type: object - type: array - volumeMounts: - items: - properties: - mountPath: - type: string - mountPropagation: - type: string - name: - type: string - readOnly: - type: boolean - subPath: - type: string - subPathExpr: - type: string - required: - - mountPath - - name - type: object - type: array - workingDir: - type: string - required: - - name - type: object - type: array - disabled: - type: boolean - grpcDataEndpoint: - type: string - grpcEndpoint: - type: string - httpDataEndpoint: - type: string - imagePullSecrets: - items: - properties: - name: - type: string - type: object - x-kubernetes-map-type: atomic - type: array - labels: - additionalProperties: - type: string - type: object - multiModel: - type: boolean - nodeSelector: - additionalProperties: - type: string - type: object - protocolVersions: - items: - type: string - type: array - replicas: - type: integer - storageHelper: - properties: - disabled: - type: boolean - type: object - supportedModelFormats: - items: - properties: - autoSelect: - type: boolean - name: - type: string - priority: - format: int32 - minimum: 1 - type: integer - version: - type: string - required: - - name - type: object - type: array - tolerations: - items: - properties: - effect: - type: string - key: - type: string - operator: - type: string - tolerationSeconds: - format: int64 - type: integer - value: - type: string - type: object - type: array - volumes: - items: - properties: - awsElasticBlockStore: - properties: - fsType: - type: string - partition: - format: int32 - type: integer - readOnly: - type: boolean - volumeID: - type: string - required: - - volumeID - type: object - azureDisk: - properties: - cachingMode: - type: string - diskName: - type: string - diskURI: - type: string - fsType: - type: string - kind: + x-kubernetes-map-type: atomic + type: object + type: array + x-kubernetes-list-type: atomic + image: type: string - readOnly: - type: boolean - required: - - diskName - - diskURI - type: object - azureFile: - properties: - readOnly: - type: boolean - secretName: + imagePullPolicy: type: string - shareName: + lifecycle: + properties: + postStart: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + preStop: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + sleep: + properties: + seconds: + format: int64 + type: integer + required: + - seconds + type: object + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + type: object + type: object + livenessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + name: type: string - required: - - secretName - - shareName - type: object - cephfs: - properties: - monitors: + ports: + items: + properties: + containerPort: + format: int32 + type: integer + hostIP: + type: string + hostPort: + format: int32 + type: integer + name: + type: string + protocol: + default: TCP + type: string + required: + - containerPort + type: object + type: array + x-kubernetes-list-map-keys: + - containerPort + - protocol + x-kubernetes-list-type: map + readinessProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + resizePolicy: items: - type: string + properties: + resourceName: + type: string + restartPolicy: + type: string + required: + - resourceName + - restartPolicy + type: object type: array - path: - type: string - readOnly: - type: boolean - secretFile: + x-kubernetes-list-type: atomic + resources: + properties: + claims: + items: + properties: + name: + type: string + required: + - name + type: object + type: array + x-kubernetes-list-map-keys: + - name + x-kubernetes-list-type: map + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + restartPolicy: type: string - secretRef: + securityContext: properties: - name: + allowPrivilegeEscalation: + type: boolean + appArmorProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + capabilities: + properties: + add: + items: + type: string + type: array + x-kubernetes-list-type: atomic + drop: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + privileged: + type: boolean + procMount: type: string + readOnlyRootFilesystem: + type: boolean + runAsGroup: + format: int64 + type: integer + runAsNonRoot: + type: boolean + runAsUser: + format: int64 + type: integer + seLinuxOptions: + properties: + level: + type: string + role: + type: string + type: + type: string + user: + type: string + type: object + seccompProfile: + properties: + localhostProfile: + type: string + type: + type: string + required: + - type + type: object + windowsOptions: + properties: + gmsaCredentialSpec: + type: string + gmsaCredentialSpecName: + type: string + hostProcess: + type: boolean + runAsUserName: + type: string + type: object type: object - x-kubernetes-map-type: atomic - user: + startupProbe: + properties: + exec: + properties: + command: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + failureThreshold: + format: int32 + type: integer + grpc: + properties: + port: + format: int32 + type: integer + service: + default: "" + type: string + required: + - port + type: object + httpGet: + properties: + host: + type: string + httpHeaders: + items: + properties: + name: + type: string + value: + type: string + required: + - name + - value + type: object + type: array + x-kubernetes-list-type: atomic + path: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + scheme: + type: string + required: + - port + type: object + initialDelaySeconds: + format: int32 + type: integer + periodSeconds: + format: int32 + type: integer + successThreshold: + format: int32 + type: integer + tcpSocket: + properties: + host: + type: string + port: + anyOf: + - type: integer + - type: string + x-kubernetes-int-or-string: true + required: + - port + type: object + terminationGracePeriodSeconds: + format: int64 + type: integer + timeoutSeconds: + format: int32 + type: integer + type: object + stdin: + type: boolean + stdinOnce: + type: boolean + terminationMessagePath: type: string - required: - - monitors - type: object - cinder: - properties: - fsType: + terminationMessagePolicy: type: string - readOnly: + tty: type: boolean - secretRef: - properties: - name: - type: string - type: object - x-kubernetes-map-type: atomic - volumeID: - type: string - required: - - volumeID - type: object - configMap: - properties: - defaultMode: - format: int32 - type: integer - items: + volumeDevices: items: properties: - key: + devicePath: type: string - mode: - format: int32 - type: integer - path: + name: type: string required: - - key - - path + - devicePath + - name + type: object + type: array + x-kubernetes-list-map-keys: + - devicePath + x-kubernetes-list-type: map + volumeMounts: + items: + properties: + mountPath: + type: string + mountPropagation: + type: string + name: + type: string + readOnly: + type: boolean + recursiveReadOnly: + type: string + subPath: + type: string + subPathExpr: + type: string + required: + - mountPath + - name type: object type: array + x-kubernetes-list-map-keys: + - mountPath + x-kubernetes-list-type: map + workingDir: + type: string + required: + - name + type: object + type: array + hostIPC: + type: boolean + imagePullSecrets: + items: + properties: name: + default: "" type: string - optional: - type: boolean type: object x-kubernetes-map-type: atomic - csi: + type: array + labels: + additionalProperties: + type: string + type: object + nodeSelector: + additionalProperties: + type: string + type: object + size: + type: integer + tolerations: + items: properties: - driver: + effect: type: string - fsType: + key: type: string - nodePublishSecretRef: + operator: + type: string + tolerationSeconds: + format: int64 + type: integer + value: + type: string + type: object + type: array + volumes: + items: + properties: + awsElasticBlockStore: properties: - name: + fsType: type: string + partition: + format: int32 + type: integer + readOnly: + type: boolean + volumeID: + type: string + required: + - volumeID type: object - x-kubernetes-map-type: atomic - readOnly: - type: boolean - volumeAttributes: - additionalProperties: - type: string + azureDisk: + properties: + cachingMode: + type: string + diskName: + type: string + diskURI: + type: string + fsType: + type: string + kind: + type: string + readOnly: + type: boolean + required: + - diskName + - diskURI type: object - required: - - driver - type: object - downwardAPI: - properties: - defaultMode: - format: int32 - type: integer - items: - items: - properties: - fieldRef: + azureFile: + properties: + readOnly: + type: boolean + secretName: + type: string + shareName: + type: string + required: + - secretName + - shareName + type: object + cephfs: + properties: + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + path: + type: string + readOnly: + type: boolean + secretFile: + type: string + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - monitors + type: object + cinder: + properties: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeID: + type: string + required: + - volumeID + type: object + configMap: + properties: + defaultMode: + format: int32 + type: integer + items: + items: properties: - apiVersion: + key: type: string - fieldPath: + mode: + format: int32 + type: integer + path: type: string required: - - fieldPath + - key + - path type: object - x-kubernetes-map-type: atomic - mode: - format: int32 - type: integer - path: + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + csi: + properties: + driver: + type: string + fsType: + type: string + nodePublishSecretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + readOnly: + type: boolean + volumeAttributes: + additionalProperties: type: string - resourceFieldRef: + type: object + required: + - driver + type: object + downwardAPI: + properties: + defaultMode: + format: int32 + type: integer + items: + items: properties: - containerName: - type: string - divisor: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - resource: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: type: string + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic required: - - resource + - path type: object - x-kubernetes-map-type: atomic - required: - - path - type: object - type: array - type: object - emptyDir: - properties: - medium: - type: string - sizeLimit: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - type: object - ephemeral: - properties: - volumeClaimTemplate: + type: array + x-kubernetes-list-type: atomic + type: object + emptyDir: properties: - metadata: - type: object - spec: + medium: + type: string + sizeLimit: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + ephemeral: + properties: + volumeClaimTemplate: properties: - accessModes: - items: - type: string - type: array - dataSource: - properties: - apiGroup: - type: string - kind: - type: string - name: - type: string - required: - - kind - - name - type: object - x-kubernetes-map-type: atomic - dataSourceRef: - properties: - apiGroup: - type: string - kind: - type: string - name: - type: string - namespace: - type: string - required: - - kind - - name + metadata: type: object - resources: + spec: properties: - claims: + accessModes: items: - properties: - name: - type: string - required: - - name - type: object + type: string type: array - x-kubernetes-list-map-keys: + x-kubernetes-list-type: atomic + dataSource: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + required: + - kind - name - x-kubernetes-list-type: map - limits: - additionalProperties: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true type: object - requests: - additionalProperties: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true + x-kubernetes-map-type: atomic + dataSourceRef: + properties: + apiGroup: + type: string + kind: + type: string + name: + type: string + namespace: + type: string + required: + - kind + - name type: object - type: object - selector: - properties: - matchExpressions: - items: - properties: - key: - type: string - operator: + resources: + properties: + limits: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + requests: + additionalProperties: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + type: object + type: object + selector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: type: string - values: - items: - type: string - type: array - required: - - key - - operator - type: object - type: array - matchLabels: - additionalProperties: - type: string + type: object type: object + x-kubernetes-map-type: atomic + storageClassName: + type: string + volumeAttributesClassName: + type: string + volumeMode: + type: string + volumeName: + type: string type: object - x-kubernetes-map-type: atomic - storageClassName: - type: string - volumeMode: + required: + - spec + type: object + type: object + fc: + properties: + fsType: + type: string + lun: + format: int32 + type: integer + readOnly: + type: boolean + targetWWNs: + items: + type: string + type: array + x-kubernetes-list-type: atomic + wwids: + items: + type: string + type: array + x-kubernetes-list-type: atomic + type: object + flexVolume: + properties: + driver: + type: string + fsType: + type: string + options: + additionalProperties: + type: string + type: object + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" type: string - volumeName: + type: object + x-kubernetes-map-type: atomic + required: + - driver + type: object + flocker: + properties: + datasetName: + type: string + datasetUUID: + type: string + type: object + gcePersistentDisk: + properties: + fsType: + type: string + partition: + format: int32 + type: integer + pdName: + type: string + readOnly: + type: boolean + required: + - pdName + type: object + gitRepo: + properties: + directory: + type: string + repository: + type: string + revision: + type: string + required: + - repository + type: object + glusterfs: + properties: + endpoints: + type: string + path: + type: string + readOnly: + type: boolean + required: + - endpoints + - path + type: object + hostPath: + properties: + path: + type: string + type: + type: string + required: + - path + type: object + iscsi: + properties: + chapAuthDiscovery: + type: boolean + chapAuthSession: + type: boolean + fsType: + type: string + initiatorName: + type: string + iqn: + type: string + iscsiInterface: + type: string + lun: + format: int32 + type: integer + portals: + items: + type: string + type: array + x-kubernetes-list-type: atomic + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" type: string type: object + x-kubernetes-map-type: atomic + targetPortal: + type: string required: - - spec + - iqn + - lun + - targetPortal type: object - type: object - fc: - properties: - fsType: - type: string - lun: - format: int32 - type: integer - readOnly: - type: boolean - targetWWNs: - items: - type: string - type: array - wwids: - items: - type: string - type: array - type: object - flexVolume: - properties: - driver: - type: string - fsType: + name: type: string - options: - additionalProperties: - type: string + nfs: + properties: + path: + type: string + readOnly: + type: boolean + server: + type: string + required: + - path + - server type: object - readOnly: - type: boolean - secretRef: + persistentVolumeClaim: properties: - name: + claimName: type: string + readOnly: + type: boolean + required: + - claimName type: object - x-kubernetes-map-type: atomic - required: - - driver - type: object - flocker: - properties: - datasetName: - type: string - datasetUUID: - type: string - type: object - gcePersistentDisk: - properties: - fsType: - type: string - partition: - format: int32 - type: integer - pdName: - type: string - readOnly: - type: boolean - required: - - pdName - type: object - gitRepo: - properties: - directory: - type: string - repository: - type: string - revision: - type: string - required: - - repository - type: object - glusterfs: - properties: - endpoints: - type: string - path: - type: string - readOnly: - type: boolean - required: - - endpoints - - path - type: object - hostPath: - properties: - path: - type: string - type: - type: string - required: - - path - type: object - iscsi: - properties: - chapAuthDiscovery: - type: boolean - chapAuthSession: - type: boolean - fsType: - type: string - initiatorName: - type: string - iqn: - type: string - iscsiInterface: - type: string - lun: - format: int32 - type: integer - portals: - items: - type: string - type: array - readOnly: - type: boolean - secretRef: + photonPersistentDisk: properties: - name: + fsType: + type: string + pdID: + type: string + required: + - pdID + type: object + portworxVolume: + properties: + fsType: + type: string + readOnly: + type: boolean + volumeID: type: string + required: + - volumeID type: object - x-kubernetes-map-type: atomic - targetPortal: - type: string - required: - - iqn - - lun - - targetPortal - type: object - name: - type: string - nfs: - properties: - path: - type: string - readOnly: - type: boolean - server: - type: string - required: - - path - - server - type: object - persistentVolumeClaim: - properties: - claimName: - type: string - readOnly: - type: boolean - required: - - claimName - type: object - photonPersistentDisk: - properties: - fsType: - type: string - pdID: - type: string - required: - - pdID - type: object - portworxVolume: - properties: - fsType: - type: string - readOnly: - type: boolean - volumeID: - type: string - required: - - volumeID - type: object - projected: - properties: - defaultMode: - format: int32 - type: integer - sources: - items: - properties: - configMap: - properties: - items: - items: - properties: - key: - type: string - mode: - format: int32 - type: integer - path: - type: string - required: - - key - - path - type: object - type: array - name: - type: string - optional: - type: boolean - type: object - x-kubernetes-map-type: atomic - downwardAPI: + projected: + properties: + defaultMode: + format: int32 + type: integer + sources: + items: properties: - items: - items: - properties: - fieldRef: + clusterTrustBundle: + properties: + labelSelector: + properties: + matchExpressions: + items: + properties: + key: + type: string + operator: + type: string + values: + items: + type: string + type: array + x-kubernetes-list-type: atomic + required: + - key + - operator + type: object + type: array + x-kubernetes-list-type: atomic + matchLabels: + additionalProperties: + type: string + type: object + type: object + x-kubernetes-map-type: atomic + name: + type: string + optional: + type: boolean + path: + type: string + signerName: + type: string + required: + - path + type: object + configMap: + properties: + items: + items: properties: - apiVersion: + key: type: string - fieldPath: + mode: + format: int32 + type: integer + path: type: string required: - - fieldPath + - key + - path type: object - x-kubernetes-map-type: atomic - mode: - format: int32 - type: integer - path: - type: string - resourceFieldRef: + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + downwardAPI: + properties: + items: + items: properties: - containerName: + fieldRef: + properties: + apiVersion: + type: string + fieldPath: + type: string + required: + - fieldPath + type: object + x-kubernetes-map-type: atomic + mode: + format: int32 + type: integer + path: type: string - divisor: - anyOf: - - type: integer - - type: string - pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ - x-kubernetes-int-or-string: true - resource: + resourceFieldRef: + properties: + containerName: + type: string + divisor: + anyOf: + - type: integer + - type: string + pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$ + x-kubernetes-int-or-string: true + resource: + type: string + required: + - resource + type: object + x-kubernetes-map-type: atomic + required: + - path + type: object + type: array + x-kubernetes-list-type: atomic + type: object + secret: + properties: + items: + items: + properties: + key: + type: string + mode: + format: int32 + type: integer + path: type: string required: - - resource + - key + - path type: object - x-kubernetes-map-type: atomic - required: - - path - type: object - type: array - type: object - secret: - properties: - items: - items: - properties: - key: - type: string - mode: - format: int32 - type: integer - path: - type: string - required: - - key - - path - type: object - type: array - name: - type: string - optional: - type: boolean + type: array + x-kubernetes-list-type: atomic + name: + default: "" + type: string + optional: + type: boolean + type: object + x-kubernetes-map-type: atomic + serviceAccountToken: + properties: + audience: + type: string + expirationSeconds: + format: int64 + type: integer + path: + type: string + required: + - path + type: object type: object - x-kubernetes-map-type: atomic - serviceAccountToken: + type: array + x-kubernetes-list-type: atomic + type: object + quobyte: + properties: + group: + type: string + readOnly: + type: boolean + registry: + type: string + tenant: + type: string + user: + type: string + volume: + type: string + required: + - registry + - volume + type: object + rbd: + properties: + fsType: + type: string + image: + type: string + keyring: + type: string + monitors: + items: + type: string + type: array + x-kubernetes-list-type: atomic + pool: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + user: + type: string + required: + - image + - monitors + type: object + scaleIO: + properties: + fsType: + type: string + gateway: + type: string + protectionDomain: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + sslEnabled: + type: boolean + storageMode: + type: string + storagePool: + type: string + system: + type: string + volumeName: + type: string + required: + - gateway + - secretRef + - system + type: object + secret: + properties: + defaultMode: + format: int32 + type: integer + items: + items: properties: - audience: + key: type: string - expirationSeconds: - format: int64 + mode: + format: int32 type: integer path: type: string required: + - key - path type: object - type: object - type: array - type: object - quobyte: - properties: - group: - type: string - readOnly: - type: boolean - registry: - type: string - tenant: - type: string - user: - type: string - volume: - type: string - required: - - registry - - volume - type: object - rbd: - properties: - fsType: - type: string - image: - type: string - keyring: - type: string - monitors: - items: - type: string - type: array - pool: - type: string - readOnly: - type: boolean - secretRef: - properties: - name: + type: array + x-kubernetes-list-type: atomic + optional: + type: boolean + secretName: type: string type: object - x-kubernetes-map-type: atomic - user: - type: string - required: - - image - - monitors - type: object - scaleIO: - properties: - fsType: - type: string - gateway: - type: string - protectionDomain: - type: string - readOnly: - type: boolean - secretRef: + storageos: properties: - name: + fsType: + type: string + readOnly: + type: boolean + secretRef: + properties: + name: + default: "" + type: string + type: object + x-kubernetes-map-type: atomic + volumeName: + type: string + volumeNamespace: type: string type: object - x-kubernetes-map-type: atomic - sslEnabled: - type: boolean - storageMode: - type: string - storagePool: - type: string - system: - type: string - volumeName: - type: string - required: - - gateway - - secretRef - - system - type: object - secret: - properties: - defaultMode: - format: int32 - type: integer - items: - items: - properties: - key: - type: string - mode: - format: int32 - type: integer - path: - type: string - required: - - key - - path - type: object - type: array - optional: - type: boolean - secretName: - type: string - type: object - storageos: - properties: - fsType: - type: string - readOnly: - type: boolean - secretRef: + vsphereVolume: properties: - name: + fsType: + type: string + storagePolicyID: + type: string + storagePolicyName: + type: string + volumePath: type: string + required: + - volumePath type: object - x-kubernetes-map-type: atomic - volumeName: - type: string - volumeNamespace: - type: string - type: object - vsphereVolume: - properties: - fsType: - type: string - storagePolicyID: - type: string - storagePolicyName: - type: string - volumePath: - type: string required: - - volumePath + - name type: object - required: - - name - type: object - type: array + type: array + required: + - containers + type: object required: - containers type: object @@ -20740,7 +26922,7 @@ apiVersion: apiextensions.k8s.io/v1 kind: CustomResourceDefinition metadata: annotations: - controller-gen.kubebuilder.io/version: v0.12.0 + controller-gen.kubebuilder.io/version: v0.16.2 name: trainedmodels.serving.kserve.io spec: group: serving.kserve.io diff --git a/test/e2e/batcher/test_batcher.py b/test/e2e/batcher/test_batcher.py index 14272987266..a076e1e0658 100644 --- a/test/e2e/batcher/test_batcher.py +++ b/test/e2e/batcher/test_batcher.py @@ -11,7 +11,6 @@ # limitations under the License. import os -import json from kubernetes import client from kserve import KServeClient @@ -24,19 +23,14 @@ from kubernetes.client import V1ResourceRequirements import pytest -from ..common.utils import predict_str -from ..common.utils import KSERVE_TEST_NAMESPACE -from concurrent import futures +from ..common.utils import KSERVE_TEST_NAMESPACE, predict_isvc kserve_client = KServeClient(config_file=os.environ.get("KUBECONFIG", "~/.kube/config")) -input_file = open("./data/iris_batch_input.json") -json_array = json.load(input_file) - - @pytest.mark.predictor -def test_batcher(): +@pytest.mark.asyncio(scope="session") +async def test_batcher(rest_v1_client): service_name = "isvc-sklearn-batcher" predictor = V1beta1PredictorSpec( @@ -82,11 +76,8 @@ def test_batcher(): for pod in pods.items: print(pod) raise e - with futures.ThreadPoolExecutor(max_workers=4) as executor: - future_res = [ - executor.submit(lambda: predict_str(service_name, json.dumps(item))) - for item in json_array - ] - results = [f.result()["batchId"] for f in future_res] + results = await predict_isvc( + rest_v1_client, service_name, "./data/iris_batch_input.json", is_batch=True + ) assert all(x == results[0] for x in results) kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/batcher/test_batcher_custom_port.py b/test/e2e/batcher/test_batcher_custom_port.py index 08f8ccbc728..270b6de7913 100644 --- a/test/e2e/batcher/test_batcher_custom_port.py +++ b/test/e2e/batcher/test_batcher_custom_port.py @@ -12,7 +12,6 @@ # limitations under the License. import os -import json from kubernetes import client from kserve import KServeClient @@ -25,19 +24,15 @@ from kubernetes.client import V1ResourceRequirements, V1ContainerPort import pytest -from ..common.utils import predict_str +from ..common.utils import predict_isvc from ..common.utils import KSERVE_TEST_NAMESPACE -from concurrent import futures kserve_client = KServeClient(config_file=os.environ.get("KUBECONFIG", "~/.kube/config")) -input_file = open("./data/iris_batch_input.json") -json_array = json.load(input_file) - - @pytest.mark.predictor -def test_batcher_custom_port(): +@pytest.mark.asyncio(scope="session") +async def test_batcher_custom_port(rest_v1_client): service_name = "isvc-sklearn-batcher-custom" predictor = V1beta1PredictorSpec( @@ -85,11 +80,8 @@ def test_batcher_custom_port(): for pod in pods.items: print(pod) raise e - with futures.ThreadPoolExecutor(max_workers=4) as executor: - future_res = [ - executor.submit(lambda: predict_str(service_name, json.dumps(item))) - for item in json_array - ] - results = [f.result()["batchId"] for f in future_res] + results = await predict_isvc( + rest_v1_client, service_name, "./data/iris_batch_input.json", is_batch=True + ) assert all(x == results[0] for x in results) kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/batcher/test_raw_batcher.py b/test/e2e/batcher/test_raw_batcher.py index 435aa640998..aeda31a7536 100644 --- a/test/e2e/batcher/test_raw_batcher.py +++ b/test/e2e/batcher/test_raw_batcher.py @@ -11,7 +11,6 @@ # limitations under the License. import os -import json from kubernetes import client from kserve import KServeClient @@ -24,19 +23,15 @@ from kubernetes.client import V1ResourceRequirements import pytest -from ..common.utils import predict_str +from ..common.utils import predict_isvc from ..common.utils import KSERVE_TEST_NAMESPACE -from concurrent import futures kserve_client = KServeClient(config_file=os.environ.get("KUBECONFIG", "~/.kube/config")) -input_file = open("./data/iris_batch_input.json") -json_array = json.load(input_file) - - @pytest.mark.raw -def test_batcher_raw(): +@pytest.mark.asyncio(scope="session") +async def test_batcher_raw(rest_v1_client): service_name = "isvc-raw-sklearn-batcher" annotations = dict() @@ -87,11 +82,8 @@ def test_batcher_raw(): for pod in pods.items: print(pod) raise e - with futures.ThreadPoolExecutor(max_workers=4) as executor: - future_res = [ - executor.submit(lambda: predict_str(service_name, json.dumps(item))) - for item in json_array - ] - results = [f.result()["batchId"] for f in future_res] + results = await predict_isvc( + rest_v1_client, service_name, "./data/iris_batch_input.json", is_batch=True + ) assert all(x == results[0] for x in results) kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/common/utils.py b/test/e2e/common/utils.py index 12d8f2143bb..d72490d7e2c 100644 --- a/test/e2e/common/utils.py +++ b/test/e2e/common/utils.py @@ -1,3 +1,4 @@ +# Copyright 2024 The KServe Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. @@ -11,23 +12,24 @@ # See the License for the specific language governing permissions and # limitations under the License. +import asyncio import json -import logging import os import time +from concurrent import futures +from typing import Union, List, Dict from urllib.parse import urlparse -import grpc import portforward import requests -from kubernetes import client +from kubernetes import client as k8s_client +from orjson import orjson -from kserve import KServeClient +from kserve import KServeClient, InferResponse, InferRequest from kserve import constants +from kserve.inference_client import InferenceGRPCClient, InferenceRESTClient from kserve.protocol.grpc import grpc_predict_v2_pb2 as pb -from kserve.protocol.grpc import grpc_predict_v2_pb2_grpc - -from . import inference_pb2_grpc +from kserve.logging import trace_logger as logger KSERVE_NAMESPACE = "kserve" KSERVE_TEST_NAMESPACE = "kserve-ci-e2e-test" @@ -37,64 +39,30 @@ STORAGE_URI_ENV = "STORAGE_URI" -def grpc_stub(service_name, namespace): +def grpc_client(host): cluster_ip = get_cluster_ip() - method_config = json.dumps( - { - "methodConfig": [ - { - "name": [{"service": "org.pytorch.serve.grpc.inference"}], - "retryPolicy": { - "maxAttempts": 5, - "initialBackoff": "0.1s", - "maxBackoff": "10s", - "backoffMultiplier": 2, - "retryableStatusCodes": ["UNAVAILABLE"], - }, - } - ] - } - ) - os.environ["GRPC_VERBOSITY"] = "debug" - channel = grpc.insecure_channel( + if ":" not in cluster_ip: + cluster_ip = cluster_ip + ":80" + logger.info("Cluster IP: %s", cluster_ip) + logger.info("gRPC target host: %s", host) + return InferenceGRPCClient( cluster_ip, - options=( - ( - "grpc.ssl_target_name_override", - service_name + "." + namespace + ".example.com", - ), - ("grpc.service_config", method_config), - ), + verbose=True, + channel_args=[ + ("grpc.ssl_target_name_override", host), + ], + timeout=120, ) - return inference_pb2_grpc.InferenceAPIsServiceStub(channel) -def predict( +async def predict_isvc( + client: InferenceRESTClient, service_name, - input_json, - protocol_version="v1", + input: Union[str, InferRequest], version=constants.KSERVE_V1BETA1_VERSION, model_name=None, -): - with open(input_json) as json_file: - data = json.load(json_file) - - return predict_str( - service_name=service_name, - input_json=json.dumps(data), - protocol_version=protocol_version, - version=version, - model_name=model_name, - ) - - -def predict_str( - service_name, - input_json, - protocol_version="v1", - version=constants.KSERVE_V1BETA1_VERSION, - model_name=None, -): + is_batch=False, +) -> Union[InferResponse, Dict, List[Union[Dict, InferResponse]]]: kfs_client = KServeClient( config_file=os.environ.get("KUBECONFIG", "~/.kube/config") ) @@ -104,78 +72,117 @@ def predict_str( version=version, ) cluster_ip, host, path = get_isvc_endpoint(isvc) - headers = {"Host": host, "Content-Type": "application/json"} - if model_name is None: model_name = service_name + base_url = f"http://{cluster_ip}{path}" + return await predict( + client, + base_url, + host, + input, + model_name=model_name, + is_batch=is_batch, + is_graph=False, + ) - url = f"http://{cluster_ip}{path}/v1/models/{model_name}:predict" - if protocol_version == "v2": - url = f"http://{cluster_ip}{path}/v2/models/{model_name}/infer" - logging.info("Sending Header = %s", headers) - logging.info("Sending url = %s", url) - logging.info("Sending request data: %s", input_json) +async def predict( + client: InferenceRESTClient, + url, + host, + input: Union[str, InferRequest], + model_name=None, + is_batch=False, + is_graph=False, +) -> Union[InferResponse, Dict, List[Union[Dict, InferResponse]]]: + if isinstance(input, str): + with open(input) as json_file: + data = json.load(json_file) + else: + data = input + headers = {"Host": host, "Content-Type": "application/json"} + if is_batch: + with futures.ThreadPoolExecutor(max_workers=4) as executor: + loop = asyncio.get_event_loop() + future_list = [ + await loop.run_in_executor( + executor, + _predict, + client, + url, + input_data, + model_name, + headers, + is_graph, + ) + for input_data in data + ] + result = await asyncio.gather(*future_list) + else: + result = await _predict( + client, + url, + data, + model_name=model_name, + headers=headers, + is_graph=is_graph, + ) + logger.info("Got response %s", result) + return result + + +async def _predict( + client: InferenceRESTClient, + url, + input_data, + model_name, + headers=None, + is_graph=False, +) -> Union[InferResponse, Dict]: + logger.info("Sending Header = %s", headers) + logger.info("base url = %s", url) # temporary sleep until this is fixed https://github.com/kserve/kserve/issues/604 - time.sleep(10) - response = requests.post(url, input_json, headers=headers) - logging.info( - "Got response code %s, content %s", response.status_code, response.content + await asyncio.sleep(5) + response = await client.infer( + url, + input_data, + model_name=model_name, + headers=headers, + is_graph_endpoint=is_graph, ) - if response.status_code == 200: - preds = json.loads(response.content.decode("utf-8")) - return preds - else: - response.raise_for_status() + return response -def predict_ig( +async def predict_ig( + client: InferenceRESTClient, ig_name, - input_json, - protocol_version="v1", + input_path, version=constants.KSERVE_V1ALPHA1_VERSION, -): - with open(input_json) as json_file: - data = json.dumps(json.load(json_file)) - - kserve_client = KServeClient( - config_file=os.environ.get("KUBECONFIG", "~/.kube/config") - ) - ig = kserve_client.get_inference_graph( - ig_name, - namespace=KSERVE_TEST_NAMESPACE, - version=version, - ) - - cluster_ip, host, _ = get_isvc_endpoint(ig) - headers = {"Host": host} - url = f"http://{cluster_ip}" - - logging.info("Sending Header = %s", headers) - logging.info("Sending url = %s", url) - logging.info("Sending request data: %s", input_json) - response = requests.post(url, data, headers=headers) - logging.info( - "Got response code %s, content %s", response.status_code, response.content - ) - if response.status_code == 200: - preds = json.loads(response.content.decode("utf-8")) - return preds - else: - response.raise_for_status() +) -> Union[InferResponse, Dict]: + kserve_client = KServeClient( + config_file=os.environ.get("KUBECONFIG", "~/.kube/config") + ) + ig = kserve_client.get_inference_graph( + ig_name, + namespace=KSERVE_TEST_NAMESPACE, + version=version, + ) + cluster_ip, host, _ = get_isvc_endpoint(ig) + url = f"http://{cluster_ip}" + return await predict(client, url, host, input_path, is_graph=True) -def explain(service_name, input_json): - return explain_response(service_name, input_json)["data"]["precision"] +async def explain(service_name, input_path): + res = await explain_response(service_name, input_path) + return res["data"]["precision"] -def explain_art(service_name, input_json): - return explain_response(service_name, input_json)["explanations"][ - "adversarial_prediction" - ] +async def explain_art(client, service_name, input_path): + res = await explain_response(client, service_name, input_path) + return res["explanations"]["adversarial_prediction"] -def explain_response(service_name, input_json): +async def explain_response(client, service_name, input_path) -> Dict: kfs_client = KServeClient( config_file=os.environ.get("KUBECONFIG", "~/.kube/config") ) @@ -184,27 +191,20 @@ def explain_response(service_name, input_json): namespace=KSERVE_TEST_NAMESPACE, version=constants.KSERVE_V1BETA1_VERSION, ) - cluster_ip, host, _ = get_isvc_endpoint(isvc) - url = "http://{}/v1/models/{}:explain".format(cluster_ip, service_name) + cluster_ip, host, path = get_isvc_endpoint(isvc) + url = f"http://{cluster_ip}{path}" headers = {"Host": host} - with open(input_json) as json_file: + with open(input_path) as json_file: data = json.load(json_file) - logging.info("Sending request data: %s", json.dumps(data)) + logger.info("Sending request data: %s", data) try: # temporary sleep until this is fixed https://github.com/kserve/kserve/issues/604 - time.sleep(10) - response = requests.post(url, json.dumps(data), headers=headers) - logging.info( - "Got response code %s, content %s", - response.status_code, - response.content, + await asyncio.sleep(5) + response = await client.explain( + url, model_name=service_name, data=data, headers=headers ) - if response.status_code == 200: - json_response = json.loads(response.content.decode("utf-8")) - else: - response.raise_for_status() - except (RuntimeError, json.decoder.JSONDecodeError) as e: - logging.info("Explain error -------") + except (RuntimeError, orjson.JSONDecodeError) as e: + logger.info("Explain error -------") pods = kfs_client.core_api.list_namespaced_pod( KSERVE_TEST_NAMESPACE, label_selector="serving.kserve.io/inferenceservice={}".format( @@ -212,8 +212,8 @@ def explain_response(service_name, input_json): ), ) for pod in pods.items: - logging.info(pod) - logging.info( + logger.info(pod) + logger.info( "%s\t%s\t%s" % (pod.metadata.name, pod.status.phase, pod.status.pod_ip) ) @@ -222,15 +222,15 @@ def explain_response(service_name, input_json): KSERVE_TEST_NAMESPACE, container="kserve-container", ) - logging.info(api_response) + logger.info(api_response) raise e - return json_response + return response def get_cluster_ip(name="istio-ingressgateway", namespace="istio-system"): cluster_ip = os.environ.get("KSERVE_INGRESS_HOST_PORT") if cluster_ip is None: - api_instance = client.CoreV1Api(client.ApiClient()) + api_instance = k8s_client.CoreV1Api(k8s_client.ApiClient()) service = api_instance.read_namespaced_service(name, namespace) if service.status.load_balancer.ingress is None: cluster_ip = service.spec.cluster_ip @@ -242,13 +242,13 @@ def get_cluster_ip(name="istio-ingressgateway", namespace="istio-system"): return cluster_ip -def predict_grpc( +async def predict_grpc( service_name, payload, parameters=None, version=constants.KSERVE_V1BETA1_VERSION, model_name=None, -): +) -> InferResponse: kfs_client = KServeClient( config_file=os.environ.get("KUBECONFIG", "~/.kube/config") ) @@ -257,36 +257,39 @@ def predict_grpc( namespace=KSERVE_TEST_NAMESPACE, version=version, ) - cluster_ip, host, _ = get_isvc_endpoint(isvc) - if ":" not in cluster_ip: - cluster_ip = cluster_ip + ":80" + _, host, _ = get_isvc_endpoint(isvc) if model_name is None: model_name = service_name - logging.info("Cluster IP: %s", cluster_ip) - logging.info("gRPC target host: %s", host) + client = grpc_client(host) - channel = grpc.insecure_channel( - cluster_ip, options=(("grpc.ssl_target_name_override", host),) - ) - stub = grpc_predict_v2_pb2_grpc.GRPCInferenceServiceStub(channel) - return stub.ModelInfer( - pb.ModelInferRequest( - model_name=model_name, inputs=payload, parameters=parameters + response = await client.infer( + InferRequest.from_grpc( + pb.ModelInferRequest( + model_name=model_name, inputs=payload, parameters=parameters + ) ) ) + return response -def predict_modelmesh(service_name, input_json, pod_name, model_name=None): +async def predict_modelmesh( + client, service_name, input_json, pod_name, model_name=None +) -> InferResponse: with open(input_json) as json_file: data = json.load(json_file) - if model_name is None: - model_name = service_name - with portforward.forward("default", pod_name, 8008, 8008, waiting=5): - url = f"http://localhost:8008/v2/models/{model_name}/infer" - response = requests.post(url, json.dumps(data)) - return json.loads(response.content.decode("utf-8")) + if model_name is None: + model_name = service_name + with portforward.forward("default", pod_name, 8008, 8008, waiting=5): + headers = {"Content-Type": "application/json"} + url = "http://localhost:8008" + logger.info("Sending Header = %s", headers) + logger.info("base url = %s", url) + + response = await client.infer(url, data, model_name=model_name, headers=headers) + logger.info("Got response content %s", response) + return response def get_isvc_endpoint(isvc): @@ -323,13 +326,13 @@ def generate( url = f"http://{cluster_ip}{path}/openai/v1/chat/completions" else: url = f"http://{cluster_ip}{path}/openai/v1/completions" - logging.info("Sending Header = %s", headers) - logging.info("Sending url = %s", url) - logging.info("Sending request data: %s", data) + logger.info("Sending Header = %s", headers) + logger.info("Sending url = %s", url) + logger.info("Sending request data: %s", data) # temporary sleep until this is fixed https://github.com/kserve/kserve/issues/604 time.sleep(10) response = requests.post(url, json.dumps(data), headers=headers) - logging.info( + logger.info( "Got response code %s, content %s", response.status_code, response.content ) if response.status_code == 200: diff --git a/test/e2e/conftest.py b/test/e2e/conftest.py new file mode 100644 index 00000000000..4ab42d06cb4 --- /dev/null +++ b/test/e2e/conftest.py @@ -0,0 +1,62 @@ +# Copyright 2024 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import asyncio + +import pytest +import pytest_asyncio + +import kserve +from kserve import InferenceRESTClient, RESTConfig +from kserve.constants.constants import PredictorProtocol +from kserve.logging import logger, KSERVE_LOG_CONFIG + + +@pytest.fixture(scope="session", autouse=True) +def configure_logger(): + KSERVE_LOG_CONFIG["loggers"]["kserve"]["propagate"] = True + KSERVE_LOG_CONFIG["loggers"]["kserve.trace"]["propagate"] = True + kserve.logging.configure_logging(KSERVE_LOG_CONFIG) + logger.info("Logger configured") + + +@pytest.fixture(scope="session") +def event_loop(): + return asyncio.get_event_loop() + + +@pytest_asyncio.fixture(scope="session") +async def rest_v1_client(): + v1_client = InferenceRESTClient( + config=RESTConfig( + timeout=60, + verbose=True, + protocol=PredictorProtocol.REST_V1, + ) + ) + yield v1_client + await v1_client.close() + + +@pytest_asyncio.fixture(scope="session") +async def rest_v2_client(): + v2_client = InferenceRESTClient( + config=RESTConfig( + timeout=60, + verbose=True, + protocol=PredictorProtocol.REST_V2, + ) + ) + yield v2_client + await v2_client.close() diff --git a/test/e2e/custom/test_custom_model_grpc.py b/test/e2e/custom/test_custom_model_grpc.py index 422a33aeb97..8456ae7b679 100644 --- a/test/e2e/custom/test_custom_model_grpc.py +++ b/test/e2e/custom/test_custom_model_grpc.py @@ -15,6 +15,7 @@ import json import os +import numpy as np import pytest from kserve import ( KServeClient, @@ -23,16 +24,19 @@ V1beta1PredictorSpec, V1beta1TransformerSpec, constants, + InferRequest, + InferInput, ) from kubernetes.client import V1ResourceRequirements from kubernetes import client from kubernetes.client import V1Container, V1ContainerPort -from ..common.utils import KSERVE_TEST_NAMESPACE, predict, predict_grpc +from ..common.utils import KSERVE_TEST_NAMESPACE, predict_isvc, predict_grpc @pytest.mark.grpc @pytest.mark.predictor -def test_custom_model_grpc(): +@pytest.mark.asyncio(scope="session") +async def test_custom_model_grpc(): service_name = "custom-model-grpc" model_name = "custom-model" @@ -82,19 +86,19 @@ def test_custom_model_grpc(): }, } ] - response = predict_grpc( + response = await predict_grpc( service_name=service_name, payload=payload, model_name=model_name ) - fields = response.outputs[0].contents.ListFields() - _, field_value = fields[0] - points = ["%.3f" % (point) for point in list(field_value)] + fields = response.outputs[0].data + points = ["%.3f" % (point) for point in fields] assert points == ["14.976", "14.037", "13.966", "12.252", "12.086"] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.grpc @pytest.mark.transformer -def test_predictor_grpc_with_transformer_grpc(): +@pytest.mark.asyncio(scope="session") +async def test_predictor_grpc_with_transformer_grpc(): service_name = "model-grpc-trans-grpc" model_name = "custom-model" @@ -162,19 +166,19 @@ def test_predictor_grpc_with_transformer_grpc(): }, } ] - response = predict_grpc( + response = await predict_grpc( service_name=service_name, payload=payload, model_name=model_name ) - fields = response.outputs[0].contents.ListFields() - _, field_value = fields[0] - points = ["%.3f" % (point) for point in list(field_value)] + fields = response.outputs[0].data + points = ["%.3f" % (point) for point in list(fields)] assert points == ["14.976", "14.037", "13.966", "12.252", "12.086"] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.grpc @pytest.mark.transformer -def test_predictor_grpc_with_transformer_http(): +@pytest.mark.asyncio(scope="session") +async def test_predictor_grpc_with_transformer_http(rest_v2_client): service_name = "model-grpc-trans-http" model_name = "custom-model" @@ -224,12 +228,36 @@ def test_predictor_grpc_with_transformer_http(): kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict( + res = await predict_isvc( + rest_v2_client, service_name, "./data/custom_model_input_v2.json", - protocol_version="v2", model_name=model_name, ) - points = ["%.3f" % (point) for point in list(res["outputs"][0]["data"])] + points = ["%.3f" % point for point in list(res.outputs[0].data)] + assert points == ["14.976", "14.037", "13.966", "12.252", "12.086"] + + with open("./data/custom_model_input_v2.json") as json_data: + data = json.load(json_data) + infer_input = InferInput( + name=data["inputs"][0]["name"], + datatype=data["inputs"][0]["datatype"], + shape=data["inputs"][0]["shape"], + ) + infer_input.set_data_from_numpy( + np.array(data["inputs"][0]["data"], dtype=np.object_) + ) + infer_request = InferRequest( + model_name=model_name, + infer_inputs=[infer_input], + parameters={"binary_data_output": True}, + ) + res = await predict_isvc( + rest_v2_client, + service_name, + infer_request, + model_name=model_name, + ) + points = ["%.3f" % point for point in list(res.outputs[0].data)] assert points == ["14.976", "14.037", "13.966", "12.252", "12.086"] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/custom/test_ray.py b/test/e2e/custom/test_ray.py new file mode 100644 index 00000000000..c3bc16fe027 --- /dev/null +++ b/test/e2e/custom/test_ray.py @@ -0,0 +1,76 @@ +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import os + +import pytest +from kubernetes import client +from kubernetes.client import V1Container, V1ResourceRequirements, V1ContainerPort + +from kserve import ( + V1beta1PredictorSpec, + V1beta1InferenceService, + V1beta1InferenceServiceSpec, + KServeClient, +) +from kserve.constants import constants +from ..common.utils import KSERVE_TEST_NAMESPACE, predict_isvc + + +@pytest.mark.predictor +@pytest.mark.asyncio(scope="session") +async def test_custom_model_http_ray(rest_v1_client): + service_name = "custom-model-http-ray" + model_name = "custom-model" + + predictor = V1beta1PredictorSpec( + containers=[ + V1Container( + name="kserve-container", + image="kserve/custom-model-grpc:" + os.environ.get("GITHUB_SHA"), + # Override the entrypoint to run the model using ray + command=["python", "-m", "custom_model.model_remote"], + resources=V1ResourceRequirements( + requests={"cpu": "1", "memory": "1Gi"}, + limits={"cpu": "1", "memory": "2Gi"}, + ), + ports=[V1ContainerPort(container_port=8080, protocol="TCP")], + ) + ] + ) + + isvc = V1beta1InferenceService( + api_version=constants.KSERVE_V1BETA1, + kind=constants.KSERVE_KIND, + metadata=client.V1ObjectMeta( + name=service_name, namespace=KSERVE_TEST_NAMESPACE + ), + spec=V1beta1InferenceServiceSpec(predictor=predictor), + ) + + kserve_client = KServeClient( + config_file=os.environ.get("KUBECONFIG", "~/.kube/config") + ) + kserve_client.create(isvc) + kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) + + response = await predict_isvc( + rest_v1_client, + service_name=service_name, + input="./data/custom_model_input.json", + model_name=model_name, + ) + outputs = response["predictions"] + points = ["%.3f" % (point) for point in outputs[0]] + assert points == ["14.976", "14.037", "13.966", "12.252", "12.086"] + kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/data/custom_model_input_v2.json b/test/e2e/data/custom_model_input_v2.json index 7559180ffea..4e5085a9021 100644 --- a/test/e2e/data/custom_model_input_v2.json +++ b/test/e2e/data/custom_model_input_v2.json @@ -2,7 +2,7 @@ "inputs": [ { "name": "input-0", - "shape": [], + "shape": [1], "datatype": "BYTES", "data": [ 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" diff --git a/test/e2e/data/iris_input_v2_all_binary.json b/test/e2e/data/iris_input_v2_all_binary.json new file mode 100644 index 00000000000..8c1208ce43a --- /dev/null +++ b/test/e2e/data/iris_input_v2_all_binary.json @@ -0,0 +1,16 @@ +{ + "inputs": [ + { + "name": "input-0", + "shape": [ 2, 4], + "datatype": "FP32", + "data": [ + [ 6.8, 2.8, 4.8, 1.4], + [ 6.0, 3.4, 4.5, 1.6] + ] + } + ], + "parameters": { + "binary_data_output": true + } +} diff --git a/test/e2e/data/iris_input_v2_binary.json b/test/e2e/data/iris_input_v2_binary.json new file mode 100644 index 00000000000..a9455186b91 --- /dev/null +++ b/test/e2e/data/iris_input_v2_binary.json @@ -0,0 +1,21 @@ +{ + "inputs": [ + { + "name": "input-0", + "shape": [2, 4], + "datatype": "FP32", + "data": [ + [6.8, 2.8, 4.8, 1.4], + [6.0, 3.4, 4.5, 1.6] + ] + } + ], + "outputs": [ + { + "name": "output-0", + "parameters": { + "binary_data": true + } + } + ] +} diff --git a/test/e2e/data/text_embedding_input_v2.json b/test/e2e/data/text_embedding_input_v2.json new file mode 100644 index 00000000000..18160cf4b5f --- /dev/null +++ b/test/e2e/data/text_embedding_input_v2.json @@ -0,0 +1,10 @@ +{ + "inputs": [ + { + "name": "input-0", + "datatype": "BYTES", + "shape": [], + "data": ["This is an example sentence."] + } + ] +} diff --git a/test/e2e/explainer/test_art_explainer.py b/test/e2e/explainer/test_art_explainer.py index 53a492917e4..f83b1ac905c 100644 --- a/test/e2e/explainer/test_art_explainer.py +++ b/test/e2e/explainer/test_art_explainer.py @@ -28,15 +28,17 @@ from kubernetes.client import V1ResourceRequirements import pytest -from ..common.utils import predict +from ..common.utils import predict_isvc from ..common.utils import explain_art from ..common.utils import KSERVE_TEST_NAMESPACE kserve_client = KServeClient(config_file=os.environ.get("KUBECONFIG", "~/.kube/config")) +@pytest.mark.path_based_routing @pytest.mark.explainer -def test_tabular_explainer(): +@pytest.mark.asyncio(scope="session") +async def test_tabular_explainer(rest_v1_client): service_name = "art-explainer" isvc = V1beta1InferenceService( api_version=constants.KSERVE_V1BETA1, @@ -60,8 +62,8 @@ def test_tabular_explainer(): type="SquareAttack", name="explainer", resources=V1ResourceRequirements( - requests={"cpu": "10m", "memory": "128Mi"}, - limits={"cpu": "100m", "memory": "256Mi"}, + requests={"cpu": "10m", "memory": "256Mi"}, + limits={"cpu": "100m", "memory": "512Mi"}, ), config={"nb_classes": "10"}, ), @@ -92,9 +94,13 @@ def test_tabular_explainer(): logging.info(pod) raise e - res = predict(service_name, "./data/mnist_input_bw_flat.json") + res = await predict_isvc( + rest_v1_client, service_name, "./data/mnist_input_bw_flat.json" + ) assert res["predictions"] == [3] - adv_prediction = explain_art(service_name, "./data/mnist_input_bw.json") + adv_prediction = await explain_art( + rest_v1_client, service_name, "./data/mnist_input_bw.json" + ) assert adv_prediction != 3 kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/graph/test_inference_graph.py b/test/e2e/graph/test_inference_graph.py index e3fff01f0db..5a39a075517 100644 --- a/test/e2e/graph/test_inference_graph.py +++ b/test/e2e/graph/test_inference_graph.py @@ -1,4 +1,3 @@ -import logging import os import uuid @@ -18,10 +17,11 @@ V1alpha1InferenceStep, V1beta1XGBoostSpec, ) +from kserve.logging import trace_logger as logger from kubernetes import client, config from kubernetes.client import V1Container from kubernetes.client import V1ResourceRequirements -from requests.exceptions import HTTPError +from httpx import HTTPStatusError from ..common.utils import KSERVE_TEST_NAMESPACE, predict_ig @@ -32,13 +32,15 @@ @pytest.mark.graph @pytest.mark.kourier -def test_inference_graph(): - logging.info("Starting test test_inference_graph") - sklearn_name = "isvc-sklearn-graph" +@pytest.mark.asyncio(scope="session") +async def test_inference_graph(rest_v1_client): + logger.info("Starting test test_inference_graph") + sklearn_name_1 = "isvc-sklearn-graph-1" + sklearn_name_2 = "isvc-sklearn-graph-2" xgb_name = "isvc-xgboost-graph" graph_name = "model-chainer" - sklearn_predictor = V1beta1PredictorSpec( + sklearn_predictor_1 = V1beta1PredictorSpec( min_replicas=1, sklearn=V1beta1SKLearnSpec( storage_uri="gs://kfserving-examples/models/sklearn/1.0/model", @@ -46,15 +48,35 @@ def test_inference_graph(): requests={"cpu": "50m", "memory": "128Mi"}, limits={"cpu": "100m", "memory": "256Mi"}, ), + args=["--model_name=sklearn"], ), ) - sklearn_isvc = V1beta1InferenceService( + sklearn_predictor_2 = V1beta1PredictorSpec( + min_replicas=1, + sklearn=V1beta1SKLearnSpec( + storage_uri="gs://kfserving-examples/models/sklearn/1.0/model", + resources=V1ResourceRequirements( + requests={"cpu": "50m", "memory": "128Mi"}, + limits={"cpu": "100m", "memory": "256Mi"}, + ), + args=["--model_name", "iris"], + ), + ) + sklearn_isvc_1 = V1beta1InferenceService( api_version=constants.KSERVE_V1BETA1, kind=constants.KSERVE_KIND, metadata=client.V1ObjectMeta( - name=sklearn_name, namespace=KSERVE_TEST_NAMESPACE + name=sklearn_name_1, namespace=KSERVE_TEST_NAMESPACE ), - spec=V1beta1InferenceServiceSpec(predictor=sklearn_predictor), + spec=V1beta1InferenceServiceSpec(predictor=sklearn_predictor_1), + ) + sklearn_isvc_2 = V1beta1InferenceService( + api_version=constants.KSERVE_V1BETA1, + kind=constants.KSERVE_KIND, + metadata=client.V1ObjectMeta( + name=sklearn_name_2, namespace=KSERVE_TEST_NAMESPACE + ), + spec=V1beta1InferenceServiceSpec(predictor=sklearn_predictor_2), ) xgb_predictor = V1beta1PredictorSpec( @@ -79,11 +101,18 @@ def test_inference_graph(): router_type="Sequence", steps=[ V1alpha1InferenceStep( - service_name=sklearn_name, + service_name=sklearn_name_1, + dependency="Hard", ), V1alpha1InferenceStep( service_name=xgb_name, data="$request", + dependency="Hard", + ), + V1alpha1InferenceStep( + service_name=sklearn_name_2, + data="$request", + dependency="Hard", ), ], ) @@ -101,23 +130,27 @@ def test_inference_graph(): kserve_client = KServeClient( config_file=os.environ.get("KUBECONFIG", "~/.kube/config") ) - kserve_client.create(sklearn_isvc) + kserve_client.create(sklearn_isvc_1) kserve_client.create(xgb_isvc) - kserve_client.create_inference_graph(ig) - - kserve_client.wait_isvc_ready(sklearn_name, namespace=KSERVE_TEST_NAMESPACE) + kserve_client.create(sklearn_isvc_2) + kserve_client.wait_isvc_ready(sklearn_name_1, namespace=KSERVE_TEST_NAMESPACE) kserve_client.wait_isvc_ready(xgb_name, namespace=KSERVE_TEST_NAMESPACE) + kserve_client.wait_isvc_ready(sklearn_name_2, namespace=KSERVE_TEST_NAMESPACE) + + kserve_client.create_inference_graph(ig) kserve_client.wait_ig_ready(graph_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict_ig( + res = await predict_ig( + rest_v1_client, graph_name, os.path.join(IG_TEST_RESOURCES_BASE_LOCATION, "iris_input.json"), ) assert res["predictions"] == [1, 1] kserve_client.delete_inference_graph(graph_name, KSERVE_TEST_NAMESPACE) - kserve_client.delete(sklearn_name, KSERVE_TEST_NAMESPACE) + kserve_client.delete(sklearn_name_1, KSERVE_TEST_NAMESPACE) kserve_client.delete(xgb_name, KSERVE_TEST_NAMESPACE) + kserve_client.delete(sklearn_name_2, KSERVE_TEST_NAMESPACE) def create_ig_using_custom_object_api(resource_body): @@ -165,8 +198,8 @@ def construct_isvc_to_submit(service_name, image, model_name): def setup_isvcs_for_test(suffix): - logging.info(f"SUCCESS_ISVC_IMAGE is {SUCCESS_ISVC_IMAGE}") - logging.info(f"ERROR_ISVC_IMAGE is {ERROR_ISVC_IMAGE}") + logger.info(f"SUCCESS_ISVC_IMAGE is {SUCCESS_ISVC_IMAGE}") + logger.info(f"ERROR_ISVC_IMAGE is {ERROR_ISVC_IMAGE}") # construct_isvc_to_submit model_name = success_isvc_name = ("-").join(["success-200-isvc", suffix]) @@ -185,7 +218,8 @@ def setup_isvcs_for_test(suffix): @pytest.mark.graph @pytest.mark.kourier -def test_ig_scenario1(): +@pytest.mark.asyncio(scope="session") +async def test_ig_scenario1(rest_v1_client): """ Scenario: Sequence graph with 2 steps that are both soft dependencies. success_isvc(soft) -> error_isvc (soft) @@ -196,13 +230,13 @@ def test_ig_scenario1(): :return: """ - logging.info("Starting test test_ig_scenario1") + logger.info("Starting test test_ig_scenario1") suffix = str(uuid.uuid4())[1:6] success_isvc_name, error_isvc_name, success_isvc, error_isvc = setup_isvcs_for_test( suffix ) - logging.info(f"success_isvc_name is {success_isvc_name}") - logging.info(f"error_isvc_name is {error_isvc_name}") + logger.info(f"success_isvc_name is {success_isvc_name}") + logger.info(f"error_isvc_name is {error_isvc_name}") # Create graph graph_name = "-".join(["sequence-graph", suffix]) @@ -236,14 +270,15 @@ def test_ig_scenario1(): ) kserve_client.create(success_isvc) kserve_client.create(error_isvc) - kserve_client.create_inference_graph(ig) - kserve_client.wait_isvc_ready(success_isvc_name, namespace=KSERVE_TEST_NAMESPACE) kserve_client.wait_isvc_ready(error_isvc_name, namespace=KSERVE_TEST_NAMESPACE) + + kserve_client.create_inference_graph(ig) kserve_client.wait_ig_ready(graph_name, namespace=KSERVE_TEST_NAMESPACE) - with pytest.raises(HTTPError) as exc_info: - predict_ig( + with pytest.raises(HTTPStatusError) as exc_info: + await predict_ig( + rest_v1_client, graph_name, os.path.join( IG_TEST_RESOURCES_BASE_LOCATION, "custom_predictor_input.json" @@ -260,7 +295,8 @@ def test_ig_scenario1(): @pytest.mark.graph @pytest.mark.kourier -def test_ig_scenario2(): +@pytest.mark.asyncio(scope="session") +async def test_ig_scenario2(rest_v1_client): """ Scenario: Sequence graph with 2 steps that are both soft dependencies. error_isvc (soft) -> success_isvc(soft) @@ -269,13 +305,13 @@ def test_ig_scenario2(): :return: """ - logging.info("Starting test test_ig_scenario2") + logger.info("Starting test test_ig_scenario2") suffix = str(uuid.uuid4())[1:6] success_isvc_name, error_isvc_name, success_isvc, error_isvc = setup_isvcs_for_test( suffix ) - logging.info(f"success_isvc_name is {success_isvc_name}") - logging.info(f"error_isvc_name is {error_isvc_name}") + logger.info(f"success_isvc_name is {success_isvc_name}") + logger.info(f"error_isvc_name is {error_isvc_name}") # Create graph graph_name = "-".join(["sequence-graph", suffix]) @@ -309,18 +345,18 @@ def test_ig_scenario2(): ) kserve_client.create(success_isvc) kserve_client.create(error_isvc) - kserve_client.create_inference_graph(ig) - kserve_client.wait_isvc_ready(success_isvc_name, namespace=KSERVE_TEST_NAMESPACE) kserve_client.wait_isvc_ready(error_isvc_name, namespace=KSERVE_TEST_NAMESPACE) + + kserve_client.create_inference_graph(ig) kserve_client.wait_ig_ready(graph_name, namespace=KSERVE_TEST_NAMESPACE) - response = predict_ig( + response = await predict_ig( + rest_v1_client, graph_name, os.path.join(IG_TEST_RESOURCES_BASE_LOCATION, "custom_predictor_input.json"), ) - - assert response == {"message": "SUCCESS"} + assert response == {"predictions": [{"message": "SUCCESS"}]} kserve_client.delete_inference_graph(graph_name, KSERVE_TEST_NAMESPACE) kserve_client.delete(success_isvc_name, KSERVE_TEST_NAMESPACE) @@ -329,20 +365,21 @@ def test_ig_scenario2(): @pytest.mark.graph @pytest.mark.kourier -def test_ig_scenario3(): +@pytest.mark.asyncio(scope="session") +async def test_ig_scenario3(rest_v1_client): """ Scenario: Sequence graph with 2 steps - first is hard (and returns non-200) and second is soft dependency. error_isvc(hard) -> success_isvc (soft) Expectation: IG will return response of error_isvc and predict_ig will raise exception """ - logging.info("Starting test test_ig_scenario3") + logger.info("Starting test test_ig_scenario3") suffix = str(uuid.uuid4())[1:6] success_isvc_name, error_isvc_name, success_isvc, error_isvc = setup_isvcs_for_test( suffix ) - logging.info(f"success_isvc_name is {success_isvc_name}") - logging.info(f"error_isvc_name is {error_isvc_name}") + logger.info(f"success_isvc_name is {success_isvc_name}") + logger.info(f"error_isvc_name is {error_isvc_name}") kserve_client = KServeClient( config_file=os.environ.get("KUBECONFIG", "~/.kube/config") @@ -370,14 +407,16 @@ def test_ig_scenario3(): resource_body_after_rendering = yaml.safe_load( resource_template.render(substitutions) ) - create_ig_using_custom_object_api(resource_body_after_rendering) kserve_client.wait_isvc_ready(success_isvc_name, namespace=KSERVE_TEST_NAMESPACE) kserve_client.wait_isvc_ready(error_isvc_name, namespace=KSERVE_TEST_NAMESPACE) + + create_ig_using_custom_object_api(resource_body_after_rendering) kserve_client.wait_ig_ready(graph_name, namespace=KSERVE_TEST_NAMESPACE) - with pytest.raises(HTTPError) as exc_info: - predict_ig( + with pytest.raises(HTTPStatusError) as exc_info: + await predict_ig( + rest_v1_client, graph_name, os.path.join( IG_TEST_RESOURCES_BASE_LOCATION, "custom_predictor_input.json" @@ -394,7 +433,8 @@ def test_ig_scenario3(): @pytest.mark.graph @pytest.mark.kourier -def test_ig_scenario4(): +@pytest.mark.asyncio(scope="session") +async def test_ig_scenario4(rest_v1_client): """ Scenario: Switch graph with 1 step as hard dependency and other one as soft dependency. Will be testing 3 cases in this test case: @@ -407,13 +447,13 @@ def test_ig_scenario4(): "cause": "None of the routes matched with the switch condition", } """ - logging.info("Starting test test_ig_scenario4") + logger.info("Starting test test_ig_scenario4") suffix = str(uuid.uuid4())[1:6] success_isvc_name, error_isvc_name, success_isvc, error_isvc = setup_isvcs_for_test( suffix ) - logging.info(f"success_isvc_name is {success_isvc_name}") - logging.info(f"error_isvc_name is {error_isvc_name}") + logger.info(f"success_isvc_name is {success_isvc_name}") + logger.info(f"error_isvc_name is {error_isvc_name}") kserve_client = KServeClient( config_file=os.environ.get("KUBECONFIG", "~/.kube/config") @@ -441,15 +481,16 @@ def test_ig_scenario4(): resource_body_after_rendering = yaml.safe_load( resource_template.render(substitutions) ) - create_ig_using_custom_object_api(resource_body_after_rendering) - kserve_client.wait_isvc_ready(success_isvc_name, namespace=KSERVE_TEST_NAMESPACE) kserve_client.wait_isvc_ready(error_isvc_name, namespace=KSERVE_TEST_NAMESPACE) + + create_ig_using_custom_object_api(resource_body_after_rendering) kserve_client.wait_ig_ready(graph_name, namespace=KSERVE_TEST_NAMESPACE) # Case 1 - with pytest.raises(HTTPError) as exc_info: - predict_ig( + with pytest.raises(HTTPStatusError) as exc_info: + await predict_ig( + rest_v1_client, graph_name, os.path.join( IG_TEST_RESOURCES_BASE_LOCATION, "switch_call_error_picker_input.json" @@ -460,17 +501,19 @@ def test_ig_scenario4(): assert exc_info.value.response.status_code == 404 # Case 2 - response = predict_ig( + response = await predict_ig( + rest_v1_client, graph_name, os.path.join( IG_TEST_RESOURCES_BASE_LOCATION, "switch_call_success_picker_input.json" ), ) - assert response == {"message": "SUCCESS"} + assert response == {"predictions": [{"message": "SUCCESS"}]} # Case 3 - with pytest.raises(HTTPError) as exc_info: - predict_ig( + with pytest.raises(HTTPStatusError) as exc_info: + await predict_ig( + rest_v1_client, graph_name, os.path.join( IG_TEST_RESOURCES_BASE_LOCATION, "switch_call_no_match_input.json" @@ -490,19 +533,20 @@ def test_ig_scenario4(): @pytest.mark.graph @pytest.mark.kourier -def test_ig_scenario5(): +@pytest.mark.asyncio(scope="session") +async def test_ig_scenario5(rest_v1_client): """ Scenario: Switch graph where a match would happen for error node and then error would return but IG will continue execution and call the next step in the flow as error step will be a soft dependency. Expectation: IG will return response of success_isvc. """ - logging.info("Starting test test_ig_scenario5") + logger.info("Starting test test_ig_scenario5") suffix = str(uuid.uuid4())[1:6] success_isvc_name, error_isvc_name, success_isvc, error_isvc = setup_isvcs_for_test( suffix ) - logging.info(f"success_isvc_name is {success_isvc_name}") - logging.info(f"error_isvc_name is {error_isvc_name}") + logger.info(f"success_isvc_name is {success_isvc_name}") + logger.info(f"error_isvc_name is {error_isvc_name}") kserve_client = KServeClient( config_file=os.environ.get("KUBECONFIG", "~/.kube/config") @@ -530,19 +574,21 @@ def test_ig_scenario5(): resource_body_after_rendering = yaml.safe_load( resource_template.render(substitutions) ) - create_ig_using_custom_object_api(resource_body_after_rendering) kserve_client.wait_isvc_ready(success_isvc_name, namespace=KSERVE_TEST_NAMESPACE) kserve_client.wait_isvc_ready(error_isvc_name, namespace=KSERVE_TEST_NAMESPACE) + + create_ig_using_custom_object_api(resource_body_after_rendering) kserve_client.wait_ig_ready(graph_name, namespace=KSERVE_TEST_NAMESPACE) - response = predict_ig( + response = await predict_ig( + rest_v1_client, graph_name, os.path.join( IG_TEST_RESOURCES_BASE_LOCATION, "switch_call_error_picker_input.json" ), ) - assert response == {"message": "SUCCESS"} + assert response == {"predictions": [{"message": "SUCCESS"}]} kserve_client.delete_inference_graph(graph_name, KSERVE_TEST_NAMESPACE) kserve_client.delete(success_isvc_name, KSERVE_TEST_NAMESPACE) @@ -551,19 +597,20 @@ def test_ig_scenario5(): @pytest.mark.graph @pytest.mark.kourier -def test_ig_scenario6(): +@pytest.mark.asyncio(scope="session") +async def test_ig_scenario6(rest_v1_client): """ Scenario: Switch graph where a match would happen for error node and then error would return and IG will NOT continue execution and call the next step in the flow as error step will be a HARD dependency. Expectation: IG will return response of success_isvc. """ - logging.info("Starting test test_ig_scenario6") + logger.info("Starting test test_ig_scenario6") suffix = str(uuid.uuid4())[1:6] success_isvc_name, error_isvc_name, success_isvc, error_isvc = setup_isvcs_for_test( suffix ) - logging.info(f"success_isvc_name is {success_isvc_name}") - logging.info(f"error_isvc_name is {error_isvc_name}") + logger.info(f"success_isvc_name is {success_isvc_name}") + logger.info(f"error_isvc_name is {error_isvc_name}") kserve_client = KServeClient( config_file=os.environ.get("KUBECONFIG", "~/.kube/config") @@ -591,14 +638,16 @@ def test_ig_scenario6(): resource_body_after_rendering = yaml.safe_load( resource_template.render(substitutions) ) - create_ig_using_custom_object_api(resource_body_after_rendering) kserve_client.wait_isvc_ready(success_isvc_name, namespace=KSERVE_TEST_NAMESPACE) kserve_client.wait_isvc_ready(error_isvc_name, namespace=KSERVE_TEST_NAMESPACE) + + create_ig_using_custom_object_api(resource_body_after_rendering) kserve_client.wait_ig_ready(graph_name, namespace=KSERVE_TEST_NAMESPACE) - with pytest.raises(HTTPError) as exc_info: - predict_ig( + with pytest.raises(HTTPStatusError) as exc_info: + await predict_ig( + rest_v1_client, graph_name, os.path.join( IG_TEST_RESOURCES_BASE_LOCATION, "switch_call_error_picker_input.json" @@ -615,19 +664,20 @@ def test_ig_scenario6(): @pytest.mark.graph @pytest.mark.kourier -def test_ig_scenario7(): +@pytest.mark.asyncio(scope="session") +async def test_ig_scenario7(rest_v1_client): """ Scenario: Ensemble graph with 2 steps, where both the steps are soft deps. Expectation: IG will return combined response of both the steps. """ - logging.info("Starting test test_ig_scenario7") + logger.info("Starting test test_ig_scenario7") suffix = str(uuid.uuid4())[1:6] success_isvc_name, error_isvc_name, success_isvc, error_isvc = setup_isvcs_for_test( suffix ) - logging.info(f"success_isvc_name is {success_isvc_name}") - logging.info(f"error_isvc_name is {error_isvc_name}") + logger.info(f"success_isvc_name is {success_isvc_name}") + logger.info(f"error_isvc_name is {error_isvc_name}") kserve_client = KServeClient( config_file=os.environ.get("KUBECONFIG", "~/.kube/config") @@ -655,21 +705,22 @@ def test_ig_scenario7(): resource_body_after_rendering = yaml.safe_load( resource_template.render(substitutions) ) - create_ig_using_custom_object_api(resource_body_after_rendering) kserve_client.wait_isvc_ready(success_isvc_name, namespace=KSERVE_TEST_NAMESPACE) kserve_client.wait_isvc_ready(error_isvc_name, namespace=KSERVE_TEST_NAMESPACE) + + create_ig_using_custom_object_api(resource_body_after_rendering) kserve_client.wait_ig_ready(graph_name, namespace=KSERVE_TEST_NAMESPACE) - response = predict_ig( + response = await predict_ig( + rest_v1_client, graph_name, os.path.join( IG_TEST_RESOURCES_BASE_LOCATION, "switch_call_success_picker_input.json" ), ) - assert response == { - "rootStep1": {"message": "SUCCESS"}, + "rootStep1": {"predictions": [{"message": "SUCCESS"}]}, "rootStep2": {"detail": "Intentional 404 code"}, } @@ -680,19 +731,20 @@ def test_ig_scenario7(): @pytest.mark.graph @pytest.mark.kourier -def test_ig_scenario8(): +@pytest.mark.asyncio(scope="session") +async def test_ig_scenario8(rest_v1_client): """ Scenario: Ensemble graph with 3 steps, where 2 steps are soft and 1 step is hard and returns non-200 Expectation: Since HARD step will return non-200, so IG will return that step's output as IG's output """ - logging.info("Starting test test_ig_scenario8") + logger.info("Starting test test_ig_scenario8") suffix = str(uuid.uuid4())[1:6] success_isvc_name, error_isvc_name, success_isvc, error_isvc = setup_isvcs_for_test( suffix ) - logging.info(f"success_isvc_name is {success_isvc_name}") - logging.info(f"error_isvc_name is {error_isvc_name}") + logger.info(f"success_isvc_name is {success_isvc_name}") + logger.info(f"error_isvc_name is {error_isvc_name}") kserve_client = KServeClient( config_file=os.environ.get("KUBECONFIG", "~/.kube/config") @@ -720,14 +772,16 @@ def test_ig_scenario8(): resource_body_after_rendering = yaml.safe_load( resource_template.render(substitutions) ) - create_ig_using_custom_object_api(resource_body_after_rendering) kserve_client.wait_isvc_ready(success_isvc_name, namespace=KSERVE_TEST_NAMESPACE) kserve_client.wait_isvc_ready(error_isvc_name, namespace=KSERVE_TEST_NAMESPACE) + + create_ig_using_custom_object_api(resource_body_after_rendering) kserve_client.wait_ig_ready(graph_name, namespace=KSERVE_TEST_NAMESPACE) - with pytest.raises(HTTPError) as exc_info: - predict_ig( + with pytest.raises(HTTPStatusError) as exc_info: + await predict_ig( + rest_v1_client, graph_name, os.path.join( IG_TEST_RESOURCES_BASE_LOCATION, "switch_call_success_picker_input.json" @@ -743,19 +797,20 @@ def test_ig_scenario8(): @pytest.mark.graph @pytest.mark.kourier -def test_ig_scenario9(): +@pytest.mark.asyncio(scope="session") +async def test_ig_scenario9(rest_v1_client): """ Scenario: Splitter graph where a match would happen for error node and then error would return but IG will continue execution and call the next step in the flow as error step will be a soft dependency. Expectation: IG will return response of success_isvc. """ - logging.info("Starting test test_ig_scenario9") + logger.info("Starting test test_ig_scenario9") suffix = str(uuid.uuid4())[1:6] success_isvc_name, error_isvc_name, success_isvc, error_isvc = setup_isvcs_for_test( suffix ) - logging.info(f"success_isvc_name is {success_isvc_name}") - logging.info(f"error_isvc_name is {error_isvc_name}") + logger.info(f"success_isvc_name is {success_isvc_name}") + logger.info(f"error_isvc_name is {error_isvc_name}") kserve_client = KServeClient( config_file=os.environ.get("KUBECONFIG", "~/.kube/config") @@ -783,17 +838,19 @@ def test_ig_scenario9(): resource_body_after_rendering = yaml.safe_load( resource_template.render(substitutions) ) - create_ig_using_custom_object_api(resource_body_after_rendering) kserve_client.wait_isvc_ready(success_isvc_name, namespace=KSERVE_TEST_NAMESPACE) kserve_client.wait_isvc_ready(error_isvc_name, namespace=KSERVE_TEST_NAMESPACE) + + create_ig_using_custom_object_api(resource_body_after_rendering) kserve_client.wait_ig_ready(graph_name, namespace=KSERVE_TEST_NAMESPACE) - response = predict_ig( + response = await predict_ig( + rest_v1_client, graph_name, os.path.join(IG_TEST_RESOURCES_BASE_LOCATION, "iris_input.json"), ) - assert response == {"message": "SUCCESS"} + assert response == {"predictions": [{"message": "SUCCESS"}]} kserve_client.delete_inference_graph(graph_name, KSERVE_TEST_NAMESPACE) kserve_client.delete(success_isvc_name, KSERVE_TEST_NAMESPACE) @@ -802,19 +859,20 @@ def test_ig_scenario9(): @pytest.mark.graph @pytest.mark.kourier -def test_ig_scenario10(): +@pytest.mark.asyncio(scope="session") +async def test_ig_scenario10(rest_v1_client): """ Scenario: Splitter graph where a match would happen for error node and then error would return and IG will NOT continue execution and call the next step in the flow as error step will be a HARD dependency. Expectation: IG will return response of success_isvc. """ - logging.info("Starting test test_ig_scenario10") + logger.info("Starting test test_ig_scenario10") suffix = str(uuid.uuid4())[1:6] success_isvc_name, error_isvc_name, success_isvc, error_isvc = setup_isvcs_for_test( suffix ) - logging.info(f"success_isvc_name is {success_isvc_name}") - logging.info(f"error_isvc_name is {error_isvc_name}") + logger.info(f"success_isvc_name is {success_isvc_name}") + logger.info(f"error_isvc_name is {error_isvc_name}") kserve_client = KServeClient( config_file=os.environ.get("KUBECONFIG", "~/.kube/config") @@ -842,14 +900,16 @@ def test_ig_scenario10(): resource_body_after_rendering = yaml.safe_load( resource_template.render(substitutions) ) - create_ig_using_custom_object_api(resource_body_after_rendering) kserve_client.wait_isvc_ready(success_isvc_name, namespace=KSERVE_TEST_NAMESPACE) kserve_client.wait_isvc_ready(error_isvc_name, namespace=KSERVE_TEST_NAMESPACE) + + create_ig_using_custom_object_api(resource_body_after_rendering) kserve_client.wait_ig_ready(graph_name, namespace=KSERVE_TEST_NAMESPACE) - with pytest.raises(HTTPError) as exc_info: - predict_ig( + with pytest.raises(HTTPStatusError) as exc_info: + await predict_ig( + rest_v1_client, graph_name, os.path.join(IG_TEST_RESOURCES_BASE_LOCATION, "iris_input.json"), ) @@ -863,8 +923,9 @@ def test_ig_scenario10(): @pytest.mark.raw -def test_inference_graph_raw_mode(): - logging.info("Starting test test_inference_graph_raw_mode") +@pytest.mark.asyncio(scope="session") +async def test_inference_graph_raw_mode(rest_v1_client): + logger.info("Starting test test_inference_graph_raw_mode") sklearn_name = "isvc-sklearn-graph-raw" xgb_name = "isvc-xgboost-graph-raw" graph_name = "model-chainer-raw" @@ -945,10 +1006,10 @@ def test_inference_graph_raw_mode(): ) kserve_client.create(sklearn_isvc) kserve_client.create(xgb_isvc) - kserve_client.create_inference_graph(ig) - kserve_client.wait_isvc_ready(sklearn_name, namespace=KSERVE_TEST_NAMESPACE) kserve_client.wait_isvc_ready(xgb_name, namespace=KSERVE_TEST_NAMESPACE) + + kserve_client.create_inference_graph(ig) kserve_client.wait_ig_ready(graph_name, namespace=KSERVE_TEST_NAMESPACE) # Below checks are raw deployment specific. They ensure raw k8s resources created instead of knative resources @@ -984,7 +1045,7 @@ def test_inference_graph_raw_mode(): + "in raw deployment mode" ) except client.rest.ApiException: - logging.info("Expected error in finding knative route in raw deployment mode") + logger.info("Expected error in finding knative route in raw deployment mode") try: knativesvc = kserve_client.api_instance.get_namespaced_custom_object( @@ -998,12 +1059,13 @@ def test_inference_graph_raw_mode(): + "in raw deployment mode" ) except client.rest.ApiException: - logging.info("Expected error in finding knative service in raw deployment mode") + logger.info("Expected error in finding knative service in raw deployment mode") # TODO Fix this when we enable ALB creation for IG raw deployment mode. This is required for traffic ingress # for this predict api call to work # - # res = predict_ig( + # res = await predict_ig( + # rest_v1_client, # graph_name, # os.path.join(IG_TEST_RESOURCES_BASE_LOCATION, "iris_input.json"), # ) @@ -1015,8 +1077,9 @@ def test_inference_graph_raw_mode(): @pytest.mark.raw -def test_inference_graph_raw_mode_with_hpa(): - logging.info("Starting test test_inference_graph_raw_mode_with_hpa") +@pytest.mark.asyncio(scope="session") +async def test_inference_graph_raw_mode_with_hpa(rest_v1_client): + logger.info("Starting test test_inference_graph_raw_mode_with_hpa") sklearn_name = "isvc-sklearn-graph-raw-hpa" xgb_name = "isvc-xgboost-graph-raw-hpa" graph_name = "model-chainer-raw-hpa" @@ -1101,10 +1164,10 @@ def test_inference_graph_raw_mode_with_hpa(): ) kserve_client.create(sklearn_isvc) kserve_client.create(xgb_isvc) - kserve_client.create_inference_graph(ig) - kserve_client.wait_isvc_ready(sklearn_name, namespace=KSERVE_TEST_NAMESPACE) kserve_client.wait_isvc_ready(xgb_name, namespace=KSERVE_TEST_NAMESPACE) + + kserve_client.create_inference_graph(ig) kserve_client.wait_ig_ready(graph_name, namespace=KSERVE_TEST_NAMESPACE) # Below checks are raw deployment specific. They ensure raw k8s resources created instead of knative resources @@ -1145,7 +1208,7 @@ def test_inference_graph_raw_mode_with_hpa(): + "in raw deployment mode" ) except client.rest.ApiException: - logging.info("Expected error in finding knative route in raw deployment mode") + logger.info("Expected error in finding knative route in raw deployment mode") try: knativesvc = kserve_client.api_instance.get_namespaced_custom_object( @@ -1159,12 +1222,13 @@ def test_inference_graph_raw_mode_with_hpa(): + "in raw deployment mode" ) except client.rest.ApiException: - logging.info("Expected error in finding knative route in raw deployment mode") + logger.info("Expected error in finding knative route in raw deployment mode") # TODO Fix this when we enable ALB creation for IG raw deployment mode. This is required for traffic ingress # for this predict api call to work # - # res = predict_ig( + # res = await predict_ig( + # rest_v1_client, # graph_name, # os.path.join(IG_TEST_RESOURCES_BASE_LOCATION, "iris_input.json"), # ) diff --git a/test/e2e/helm/test_kserve_sklearn.py b/test/e2e/helm/test_kserve_sklearn.py index 3129c6109ab..22acd46725f 100644 --- a/test/e2e/helm/test_kserve_sklearn.py +++ b/test/e2e/helm/test_kserve_sklearn.py @@ -28,11 +28,12 @@ constants, ) -from ..common.utils import KSERVE_TEST_NAMESPACE, predict +from ..common.utils import KSERVE_TEST_NAMESPACE, predict_isvc @pytest.mark.helm -def test_sklearn_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_sklearn_kserve(rest_v2_client): service_name = "isvc-sklearn-helm" protocol_version = "v2" @@ -49,6 +50,12 @@ def test_sklearn_kserve(): requests={"cpu": "50m", "memory": "128Mi"}, limits={"cpu": "100m", "memory": "512Mi"}, ), + readiness_probe=client.V1Probe( + http_get=client.V1HTTPGetAction( + path=f"/v2/models/{service_name}/ready", port=8080 + ), + initial_delay_seconds=30, + ), ), ) @@ -67,7 +74,11 @@ def test_sklearn_kserve(): kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/iris_input_v2.json", protocol_version="v2") - assert res["outputs"][0]["data"] == [1, 1] + res = await predict_isvc( + rest_v2_client, + service_name, + "./data/iris_input_v2.json", + ) + assert res.outputs[0].data == [1, 1] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/helm/test_model_mesh_sklearn.py b/test/e2e/helm/test_model_mesh_sklearn.py index a0f19d6c492..a4ab83b0348 100644 --- a/test/e2e/helm/test_model_mesh_sklearn.py +++ b/test/e2e/helm/test_model_mesh_sklearn.py @@ -35,7 +35,8 @@ # https://github.com/kserve/modelmesh-serving/issues/295 # @pytest.mark.helm @pytest.mark.skip -def test_sklearn_modelmesh(): +@pytest.mark.asyncio(scope="session") +async def test_sklearn_modelmesh(rest_v1_client): service_name = "isvc-sklearn-modelmesh" annotations = dict() annotations["serving.kserve.io/deploymentMode"] = "ModelMesh" @@ -72,7 +73,9 @@ def test_sklearn_modelmesh(): ) pod_name = pods.items[0].metadata.name - res = predict_modelmesh(service_name, "./data/mm_sklearn_input.json", pod_name) - assert res["outputs"][0]["data"] == [8] + res = await predict_modelmesh( + rest_v1_client, service_name, "./data/mm_sklearn_input.json", pod_name + ) + assert res.outputs[0].data == [8] kserve_client.delete(service_name) diff --git a/test/e2e/logger/test_logger.py b/test/e2e/logger/test_logger.py index f53e28a674b..75bf2f316b6 100644 --- a/test/e2e/logger/test_logger.py +++ b/test/e2e/logger/test_logger.py @@ -11,6 +11,7 @@ # See the License for the specific language governing permissions and # limitations under the License. +import asyncio import os from kubernetes import client @@ -24,16 +25,16 @@ from kubernetes.client import V1ResourceRequirements from kubernetes.client import V1Container import pytest -from ..common.utils import predict +from ..common.utils import predict_isvc from ..common.utils import KSERVE_TEST_NAMESPACE -import time kserve_client = KServeClient(config_file=os.environ.get("KUBECONFIG", "~/.kube/config")) @pytest.mark.predictor @pytest.mark.path_based_routing -def test_kserve_logger(): +@pytest.mark.asyncio(scope="session") +async def test_kserve_logger(rest_v1_client): msg_dumper = "message-dumper" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -95,13 +96,13 @@ def test_kserve_logger(): for pod in pods.items: print(pod) - res = predict(service_name, "./data/iris_input.json") + res = await predict_isvc(rest_v1_client, service_name, "./data/iris_input.json") assert res["predictions"] == [1, 1] pods = kserve_client.core_api.list_namespaced_pod( KSERVE_TEST_NAMESPACE, label_selector="serving.kserve.io/inferenceservice={}".format(msg_dumper), ) - time.sleep(5) + await asyncio.sleep(5) log = "" for pod in pods.items: log += kserve_client.core_api.read_namespaced_pod_log( diff --git a/test/e2e/logger/test_raw_logger.py b/test/e2e/logger/test_raw_logger.py index 1f693ff70ee..fea1e69b8b0 100644 --- a/test/e2e/logger/test_raw_logger.py +++ b/test/e2e/logger/test_raw_logger.py @@ -11,6 +11,7 @@ # See the License for the specific language governing permissions and # limitations under the License. +import asyncio import os from kubernetes import client @@ -24,15 +25,16 @@ from kubernetes.client import V1ResourceRequirements from kubernetes.client import V1Container import pytest -from ..common.utils import predict +from ..common.utils import predict_isvc from ..common.utils import KSERVE_TEST_NAMESPACE -import time + kserve_client = KServeClient(config_file=os.environ.get("KUBECONFIG", "~/.kube/config")) @pytest.mark.raw -def test_kserve_logger(): +@pytest.mark.asyncio(scope="session") +async def test_kserve_logger(rest_v1_client): msg_dumper = "message-dumper-raw" annotations = {"serving.kserve.io/deploymentMode": "RawDeployment"} @@ -103,13 +105,13 @@ def test_kserve_logger(): for pod in pods.items: print(pod) - res = predict(service_name, "./data/iris_input.json") + res = await predict_isvc(rest_v1_client, service_name, "./data/iris_input.json") assert res["predictions"] == [1, 1] pods = kserve_client.core_api.list_namespaced_pod( KSERVE_TEST_NAMESPACE, label_selector="serving.kserve.io/inferenceservice={}".format(msg_dumper), ) - time.sleep(5) + await asyncio.sleep(5) log = "" for pod in pods.items: log += kserve_client.core_api.read_namespaced_pod_log( diff --git a/test/e2e/predictor/test_autoscaling.py b/test/e2e/predictor/test_autoscaling.py index 65dff94c932..0331b279ac1 100644 --- a/test/e2e/predictor/test_autoscaling.py +++ b/test/e2e/predictor/test_autoscaling.py @@ -27,7 +27,7 @@ V1beta1SKLearnSpec, ) from ..common.utils import KSERVE_TEST_NAMESPACE -from ..common.utils import predict +from ..common.utils import predict_isvc TARGET = "autoscaling.knative.dev/target" METRIC = "autoscaling.knative.dev/metric" @@ -36,7 +36,8 @@ @pytest.mark.predictor -def test_sklearn_kserve_concurrency(): +@pytest.mark.asyncio(scope="session") +async def test_sklearn_kserve_concurrency(rest_v1_client): service_name = "isvc-sklearn-scale-concurrency" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -71,7 +72,7 @@ def test_sklearn_kserve_concurrency(): isvc_annotations = pods.items[0].metadata.annotations - res = predict(service_name, INPUT) + res = await predict_isvc(rest_v1_client, service_name, INPUT) assert res["predictions"] == [1, 1] assert isvc_annotations[METRIC] == "concurrency" assert isvc_annotations[TARGET] == "2" @@ -79,7 +80,8 @@ def test_sklearn_kserve_concurrency(): @pytest.mark.predictor -def test_sklearn_kserve_rps(): +@pytest.mark.asyncio(scope="session") +async def test_sklearn_kserve_rps(rest_v1_client): service_name = "isvc-sklearn-scale-rps" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -117,13 +119,14 @@ def test_sklearn_kserve_rps(): assert annotations[METRIC] == "rps" assert annotations[TARGET] == "5" - res = predict(service_name, INPUT) + res = await predict_isvc(rest_v1_client, service_name, INPUT) assert res["predictions"] == [1, 1] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.skip() -def test_sklearn_kserve_cpu(): +@pytest.mark.asyncio(scope="session") +async def test_sklearn_kserve_cpu(rest_v1_client): service_name = "isvc-sklearn-scale-cpu" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -164,13 +167,14 @@ def test_sklearn_kserve_cpu(): assert isvc_annotations[METRIC] == "cpu" assert isvc_annotations[TARGET] == "50" - res = predict(service_name, INPUT) + res = await predict_isvc(rest_v1_client, service_name, INPUT) assert res["predictions"] == [1, 1] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.raw -def test_sklearn_scale_raw(): +@pytest.mark.asyncio(scope="session") +async def test_sklearn_scale_raw(rest_v1_client): service_name = "isvc-sklearn-scale-raw" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -212,6 +216,73 @@ def test_sklearn_scale_raw(): ) assert hpa_resp["items"][0]["spec"]["targetCPUUtilizationPercentage"] == 50 - res = predict(service_name, INPUT) + res = await predict_isvc(rest_v1_client, service_name, INPUT) assert res["predictions"] == [1, 1] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) + + +@pytest.mark.raw +@pytest.mark.asyncio(scope="session") +async def test_sklearn_rolling_update(): + service_name = "isvc-sklearn-rolling-update" + min_replicas = 4 + predictor = V1beta1PredictorSpec( + min_replicas=min_replicas, + scale_metric="cpu", + scale_target=50, + sklearn=V1beta1SKLearnSpec( + storage_uri=MODEL, + resources=V1ResourceRequirements( + requests={"cpu": "50m", "memory": "128Mi"}, + limits={"cpu": "100m", "memory": "256Mi"}, + ), + ), + ) + + annotations = dict() + annotations["serving.kserve.io/deploymentMode"] = "RawDeployment" + + isvc = V1beta1InferenceService( + api_version=constants.KSERVE_V1BETA1, + kind=constants.KSERVE_KIND, + metadata=client.V1ObjectMeta( + name=service_name, + namespace=KSERVE_TEST_NAMESPACE, + annotations=annotations, + labels={"serving.kserve.io/test": "rolling-update"}, + ), + spec=V1beta1InferenceServiceSpec(predictor=predictor), + ) + + updated_annotations = dict() + updated_annotations["serving.kserve.io/deploymentMode"] = "RawDeployment" + updated_annotations["serving.kserve.io/customAnnotation"] = "TestAnnotation" + + updated_isvc = V1beta1InferenceService( + api_version=constants.KSERVE_V1BETA1, + kind=constants.KSERVE_KIND, + metadata=client.V1ObjectMeta( + name=service_name, + namespace=KSERVE_TEST_NAMESPACE, + annotations=updated_annotations, + labels={"serving.kserve.io/test": "rolling-update"}, + ), + spec=V1beta1InferenceServiceSpec(predictor=predictor), + ) + + kserve_client = KServeClient( + config_file=os.environ.get("KUBECONFIG", "~/.kube/config") + ) + kserve_client.create(isvc) + kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) + + kserve_client.patch(service_name, updated_isvc) + deployment = kserve_client.app_api.list_namespaced_deployment( + namespace=KSERVE_TEST_NAMESPACE, + label_selector="serving.kserve.io/test=rolling-update", + ) + kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) + + # Check if the deployment replicas still remain the same as min_replicas + assert deployment.items[0].spec.replicas == min_replicas + kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/predictor/test_grpc.py b/test/e2e/predictor/test_grpc.py index 3638ca57275..655e3e7210f 100644 --- a/test/e2e/predictor/test_grpc.py +++ b/test/e2e/predictor/test_grpc.py @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -import time +import asyncio import base64 import json import os @@ -34,7 +34,8 @@ @pytest.mark.grpc @pytest.mark.predictor -def test_custom_model_grpc_logger(): +@pytest.mark.asyncio(scope="session") +async def test_custom_model_grpc(): service_name = "custom-grpc-logger" model_name = "custom-model" @@ -113,19 +114,18 @@ def test_custom_model_grpc_logger(): }, } ] - response = predict_grpc( + response = await predict_grpc( service_name=service_name, payload=payload, model_name=model_name ) - fields = response.outputs[0].contents.ListFields() - _, field_value = fields[0] - points = ["%.3f" % (point) for point in list(field_value)] + fields = response.outputs[0].data + points = ["%.3f" % (point) for point in fields] assert points == ["14.976", "14.037", "13.966", "12.252", "12.086"] pods = kserve_client.core_api.list_namespaced_pod( KSERVE_TEST_NAMESPACE, label_selector="serving.kserve.io/inferenceservice={}".format(msg_dumper), ) - time.sleep(5) + await asyncio.sleep(5) log = "" for pod in pods.items: log += kserve_client.core_api.read_namespaced_pod_log( diff --git a/test/e2e/predictor/test_huggingface.py b/test/e2e/predictor/test_huggingface.py index 3933d7b9396..6f736db7955 100644 --- a/test/e2e/predictor/test_huggingface.py +++ b/test/e2e/predictor/test_huggingface.py @@ -27,20 +27,19 @@ KServeClient, ) from kserve.constants import constants -from ..common.utils import KSERVE_TEST_NAMESPACE, predict, generate +from ..common.utils import KSERVE_TEST_NAMESPACE, generate, predict_isvc +from .test_output import huggingface_text_embedding_expected_output @pytest.mark.llm def test_huggingface_openai_chat_completions(): service_name = "hf-opt-125m-chat" - protocol_version = "v2" predictor = V1beta1PredictorSpec( min_replicas=1, model=V1beta1ModelSpec( model_format=V1beta1ModelFormat( name="huggingface", ), - protocol_version=protocol_version, args=[ "--model_id", "facebook/opt-125m", @@ -50,7 +49,7 @@ def test_huggingface_openai_chat_completions(): "27dcfa74d334bc871f3234de431e71c6eeba5dd6", "--backend", "huggingface", - "--max_length", + "--max_model_len", "512", ], resources=V1ResourceRequirements( @@ -85,7 +84,8 @@ def test_huggingface_openai_chat_completions(): @pytest.mark.llm -def test_huggingface_v2_sequence_classification(): +@pytest.mark.asyncio(scope="session") +async def test_huggingface_v2_sequence_classification(rest_v2_client): service_name = "hf-bert-sequence-v2" protocol_version = "v2" predictor = V1beta1PredictorSpec( @@ -127,19 +127,20 @@ def test_huggingface_v2_sequence_classification(): kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict( + res = await predict_isvc( + rest_v2_client, service_name, "./data/bert_sequence_classification_v2.json", - protocol_version=protocol_version, ) - assert res["outputs"][0]["data"] == [1] + assert res.outputs[0].data == [1] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.llm -def test_huggingface_v1_fill_mask(): - service_name = "hf-bert-fill-mask-v2" +@pytest.mark.asyncio(scope="session") +async def test_huggingface_v1_fill_mask(rest_v1_client): + service_name = "hf-bert-fill-mask-v1" protocol_version = "v1" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -174,8 +175,10 @@ def test_huggingface_v1_fill_mask(): kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict( - service_name, "./data/bert_fill_mask_v1.json", protocol_version=protocol_version + res = await predict_isvc( + rest_v1_client, + service_name, + "./data/bert_fill_mask_v1.json", ) assert res["predictions"] == ["paris", "france"] @@ -183,7 +186,8 @@ def test_huggingface_v1_fill_mask(): @pytest.mark.llm -def test_huggingface_v2_token_classification(): +@pytest.mark.asyncio(scope="session") +async def test_huggingface_v2_token_classification(rest_v2_client): service_name = "hf-bert-token-classification-v2" protocol_version = "v2" predictor = V1beta1PredictorSpec( @@ -224,12 +228,12 @@ def test_huggingface_v2_token_classification(): kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict( + res = await predict_isvc( + rest_v2_client, service_name, "./data/bert_token_classification_v2.json", - protocol_version=protocol_version, ) - assert res["outputs"][0]["data"] == [0, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] + assert res.outputs[0].data == [0, 6, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @@ -248,7 +252,7 @@ def test_huggingface_openai_text_2_text(): "t5-small", "--backend", "huggingface", - "--max_length", + "--max_model_len", "512", ], resources=V1ResourceRequirements( @@ -279,3 +283,59 @@ def test_huggingface_openai_text_2_text(): assert res["choices"][0]["text"] == "Das ist für Deutschland" kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) + + +@pytest.mark.llm +@pytest.mark.asyncio(scope="session") +async def test_huggingface_v2_text_embedding(rest_v2_client): + service_name = "hf-text-embedding-v2" + protocol_version = "v2" + predictor = V1beta1PredictorSpec( + min_replicas=1, + model=V1beta1ModelSpec( + model_format=V1beta1ModelFormat( + name="huggingface", + ), + protocol_version=protocol_version, + args=[ + "--model_id", + "sentence-transformers/all-MiniLM-L6-v2", + "--model_revision", + "8b3219a92973c328a8e22fadcfa821b5dc75636a", + "--tokenizer_revision", + "8b3219a92973c328a8e22fadcfa821b5dc75636a", + # This model will fail with "Task couldn't be inferred from BertModel" + # if the task is not specified. + "--task", + "text_embedding", + "--backend", + "huggingface", + ], + resources=V1ResourceRequirements( + requests={"cpu": "1", "memory": "2Gi"}, + limits={"cpu": "1", "memory": "4Gi"}, + ), + ), + ) + + isvc = V1beta1InferenceService( + api_version=constants.KSERVE_V1BETA1, + kind=constants.KSERVE_KIND, + metadata=client.V1ObjectMeta( + name=service_name, namespace=KSERVE_TEST_NAMESPACE + ), + spec=V1beta1InferenceServiceSpec(predictor=predictor), + ) + + kserve_client = KServeClient( + config_file=os.environ.get("KUBECONFIG", "~/.kube/config") + ) + kserve_client.create(isvc) + kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) + + res = await predict_isvc( + rest_v2_client, service_name, "./data/text_embedding_input_v2.json" + ) + assert res.outputs[0].data == huggingface_text_embedding_expected_output + + kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/predictor/test_lightgbm.py b/test/e2e/predictor/test_lightgbm.py index 88aaff19b4a..e0ffdfebe0b 100644 --- a/test/e2e/predictor/test_lightgbm.py +++ b/test/e2e/predictor/test_lightgbm.py @@ -31,12 +31,13 @@ constants, ) -from ..common.utils import KSERVE_TEST_NAMESPACE, predict, predict_grpc +from ..common.utils import KSERVE_TEST_NAMESPACE, predict_isvc, predict_grpc @pytest.mark.predictor @pytest.mark.path_based_routing -def test_lightgbm_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_lightgbm_kserve(rest_v1_client): service_name = "isvc-lightgbm" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -64,14 +65,15 @@ def test_lightgbm_kserve(): kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/iris_input_v3.json") - assert res["predictions"][0][0] > 0.5 + res = await predict_isvc(rest_v1_client, service_name, "./data/iris_input_v3.json") + assert numpy.argmax(res["predictions"][0]) == 0 kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.predictor @pytest.mark.path_based_routing -def test_lightgbm_runtime_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_lightgbm_runtime_kserve(rest_v1_client): service_name = "isvc-lightgbm-runtime" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -102,20 +104,21 @@ def test_lightgbm_runtime_kserve(): kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/iris_input_v3.json") + res = await predict_isvc(rest_v1_client, service_name, "./data/iris_input_v3.json") assert numpy.argmax(res["predictions"][0]) == 0 - res = predict(service_name, "./data/iris_input_v4.json") + res = await predict_isvc(rest_v1_client, service_name, "./data/iris_input_v4.json") assert numpy.argmax(res["predictions"][0]) == 0 - res = predict(service_name, "./data/iris_input_v5.json") + res = await predict_isvc(rest_v1_client, service_name, "./data/iris_input_v5.json") assert numpy.argmax(res["predictions"][0]) == 0 kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.predictor @pytest.mark.path_based_routing -def test_lightgbm_v2_runtime_mlserver(): +@pytest.mark.asyncio(scope="session") +async def test_lightgbm_v2_runtime_mlserver(rest_v2_client): service_name = "isvc-lightgbm-v2-runtime" protocol_version = "v2" @@ -132,6 +135,12 @@ def test_lightgbm_v2_runtime_mlserver(): requests={"cpu": "50m", "memory": "128Mi"}, limits={"cpu": "1", "memory": "1Gi"}, ), + readiness_probe=client.V1Probe( + http_get=client.V1HTTPGetAction( + path=f"/v2/models/{service_name}/ready", port=8080 + ), + initial_delay_seconds=30, + ), ), ) @@ -150,8 +159,12 @@ def test_lightgbm_v2_runtime_mlserver(): kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/iris_input_v2.json", protocol_version="v2") - assert res["outputs"][0]["data"] == [ + res = await predict_isvc( + rest_v2_client, + service_name, + "./data/iris_input_v2.json", + ) + assert res.outputs[0].data == [ 8.796664107010673e-06, 0.9992300031041593, 0.0007612002317336916, @@ -165,7 +178,8 @@ def test_lightgbm_v2_runtime_mlserver(): @pytest.mark.predictor @pytest.mark.path_based_routing -def test_lightgbm_v2_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_lightgbm_v2_kserve(rest_v2_client): service_name = "isvc-lightgbm-v2-kserve" predictor = V1beta1PredictorSpec( @@ -198,8 +212,12 @@ def test_lightgbm_v2_kserve(): kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/iris_input_v2.json", protocol_version="v2") - assert res["outputs"][0]["data"] == [ + res = await predict_isvc( + rest_v2_client, + service_name, + "./data/iris_input_v2.json", + ) + assert res.outputs[0].data == [ 8.796664107010673e-06, 0.9992300031041593, 0.0007612002317336916, @@ -213,7 +231,8 @@ def test_lightgbm_v2_kserve(): @pytest.mark.grpc @pytest.mark.predictor -def test_lightgbm_v2_grpc(): +@pytest.mark.asyncio(scope="session") +async def test_lightgbm_v2_grpc(rest_v2_client): service_name = "isvc-lightgbm-v2-grpc" model_name = "lightgbm" predictor = V1beta1PredictorSpec( @@ -251,10 +270,12 @@ def test_lightgbm_v2_grpc(): json_file = open("./data/iris_input_v2_grpc.json") payload = json.load(json_file)["inputs"] - response = predict_grpc( - service_name=service_name, payload=payload, model_name=model_name + response = await predict_grpc( + service_name=service_name, + payload=payload, + model_name=model_name, ) - prediction = list(response.outputs[0].contents.fp64_contents) + prediction = response.outputs[0].data assert prediction == [ 8.796664107010673e-06, 0.9992300031041593, diff --git a/test/e2e/predictor/test_mlflow.py b/test/e2e/predictor/test_mlflow.py index c7f3f67241a..05fe483ca7a 100644 --- a/test/e2e/predictor/test_mlflow.py +++ b/test/e2e/predictor/test_mlflow.py @@ -26,12 +26,13 @@ from kubernetes.client import V1ResourceRequirements import pytest -from ..common.utils import predict +from ..common.utils import predict_isvc from ..common.utils import KSERVE_TEST_NAMESPACE @pytest.mark.predictor -def test_mlflow_v2_runtime_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_mlflow_v2_runtime_kserve(rest_v2_client): service_name = "isvc-mlflow-v2-runtime" protocol_version = "v2" @@ -47,6 +48,12 @@ def test_mlflow_v2_runtime_kserve(): requests={"cpu": "50m", "memory": "128Mi"}, limits={"cpu": "1", "memory": "1Gi"}, ), + readiness_probe=client.V1Probe( + http_get=client.V1HTTPGetAction( + path=f"/v2/models/{service_name}/ready", port=8080 + ), + initial_delay_seconds=30, + ), ), ) @@ -64,9 +71,11 @@ def test_mlflow_v2_runtime_kserve(): ) kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict( - service_name, "./data/mlflow_input_v2.json", protocol_version=protocol_version + res = await predict_isvc( + rest_v2_client, + service_name, + "./data/mlflow_input_v2.json", ) - assert res["outputs"][0]["data"] == [5.576883936610762] + assert res.outputs[0].data == [5.576883936610762] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/predictor/test_multi_model_serving.py b/test/e2e/predictor/test_multi_model_serving.py index 9e05b97ad74..58626375b54 100644 --- a/test/e2e/predictor/test_multi_model_serving.py +++ b/test/e2e/predictor/test_multi_model_serving.py @@ -29,7 +29,7 @@ V1beta1XGBoostSpec, ) -from ..common.utils import predict, get_cluster_ip +from ..common.utils import predict_isvc, get_cluster_ip from ..common.utils import KSERVE_TEST_NAMESPACE @@ -47,7 +47,11 @@ ], ) @pytest.mark.mms -def test_mms_sklearn_kserve(protocol_version: str, storage_uri: str): +@pytest.mark.asyncio(scope="session") +async def test_mms_sklearn_kserve( + protocol_version: str, storage_uri: str, rest_v1_client, rest_v2_client +): + service_name = f"isvc-sklearn-mms-{protocol_version}" # Define an inference service predictor = V1beta1PredictorSpec( min_replicas=1, @@ -60,7 +64,6 @@ def test_mms_sklearn_kserve(protocol_version: str, storage_uri: str): ), ) - service_name = f"isvc-sklearn-mms-{protocol_version}" isvc = V1beta1InferenceService( api_version=constants.KSERVE_V1BETA1, kind=constants.KSERVE_KIND, @@ -114,26 +117,30 @@ def test_mms_sklearn_kserve(protocol_version: str, storage_uri: str): cluster_ip=cluster_ip, ) - input_json = "./data/iris_input.json" - if protocol_version == "v2": - input_json = "./data/iris_input_v2.json" - - responses = [ - predict( - service_name, - input_json, - model_name=model_name, - protocol_version=protocol_version, - ) - for model_name in model_names - ] - if protocol_version == "v1": + responses = [ + await predict_isvc( + rest_v1_client, + service_name, + "./data/iris_input.json", + model_name=model_name, + ) + for model_name in model_names + ] assert responses[0]["predictions"] == [1, 1] assert responses[1]["predictions"] == [1, 1] elif protocol_version == "v2": - assert responses[0]["outputs"][0]["data"] == [1, 1] - assert responses[1]["outputs"][0]["data"] == [1, 1] + responses = [ + await predict_isvc( + rest_v2_client, + service_name, + "./data/iris_input_v2.json", + model_name=model_name, + ) + for model_name in model_names + ] + assert responses[0].outputs[0].data == [1, 1] + assert responses[1].outputs[0].data == [1, 1] # Clean up inference service and trained models for model_name in model_names: @@ -155,7 +162,11 @@ def test_mms_sklearn_kserve(protocol_version: str, storage_uri: str): ], ) @pytest.mark.mms -def test_mms_xgboost_kserve(protocol_version: str, storage_uri: str): +@pytest.mark.asyncio(scope="session") +async def test_mms_xgboost_kserve( + protocol_version: str, storage_uri: str, rest_v1_client, rest_v2_client +): + service_name = f"isvc-xgboost-mms-{protocol_version}" # Define an inference service predictor = V1beta1PredictorSpec( min_replicas=1, @@ -169,7 +180,6 @@ def test_mms_xgboost_kserve(protocol_version: str, storage_uri: str): ), ) - service_name = f"isvc-xgboost-mms-{protocol_version}" isvc = V1beta1InferenceService( api_version=constants.KSERVE_V1BETA1, kind=constants.KSERVE_KIND, @@ -223,26 +233,30 @@ def test_mms_xgboost_kserve(protocol_version: str, storage_uri: str): cluster_ip=cluster_ip, ) - input_json = "./data/iris_input.json" - if protocol_version == "v2": - input_json = "./data/iris_input_v2.json" - - responses = [ - predict( - service_name, - input_json, - model_name=model_name, - protocol_version=protocol_version, - ) - for model_name in model_names - ] - if protocol_version == "v1": + responses = [ + await predict_isvc( + rest_v1_client, + service_name, + "./data/iris_input.json", + model_name=model_name, + ) + for model_name in model_names + ] assert responses[0]["predictions"] == [1, 1] assert responses[1]["predictions"] == [1, 1] elif protocol_version == "v2": - assert responses[0]["outputs"][0]["data"] == [1.0, 1.0] - assert responses[1]["outputs"][0]["data"] == [1.0, 1.0] + responses = [ + await predict_isvc( + rest_v2_client, + service_name, + "./data/iris_input_v2.json", + model_name=model_name, + ) + for model_name in model_names + ] + assert responses[0].outputs[0].data == [1.0, 1.0] + assert responses[1].outputs[0].data == [1.0, 1.0] # Clean up inference service and trained models for model_name in model_names: diff --git a/test/e2e/predictor/test_output.py b/test/e2e/predictor/test_output.py new file mode 100644 index 00000000000..1f24da15548 --- /dev/null +++ b/test/e2e/predictor/test_output.py @@ -0,0 +1,402 @@ +# Copyright 2024 The KServe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from pytest import approx + +huggingface_text_embedding_expected_output = [ + approx(0.09812460094690323, abs=1e-6), + approx(0.06781268864870071, abs=1e-6), + approx(0.06252312660217285, abs=1e-6), + approx(0.09508480876684189, abs=1e-6), + approx(0.03664757311344147, abs=1e-6), + approx(-0.003984605893492699, abs=1e-6), + approx(0.00747756939381361, abs=1e-6), + approx(-0.013231473974883556, abs=1e-6), + approx(0.06288368254899979, abs=1e-6), + approx(0.022495508193969727, abs=1e-6), + approx(0.07269583642482758, abs=1e-6), + approx(-0.031274277716875076, abs=1e-6), + approx(0.04635509476065636, abs=1e-6), + approx(-0.012554511427879333, abs=1e-6), + approx(0.047814756631851196, abs=1e-6), + approx(-0.004910356365144253, abs=1e-6), + approx(0.04941992461681366, abs=1e-6), + approx(-0.06410923600196838, abs=1e-6), + approx(-0.09696584939956665, abs=1e-6), + approx(0.03288877382874489, abs=1e-6), + approx(0.054104436188936234, abs=1e-6), + approx(0.03532857820391655, abs=1e-6), + approx(0.03305051475763321, abs=1e-6), + approx(0.014699393883347511, abs=1e-6), + approx(-0.033430635929107666, abs=1e-6), + approx(-0.025615854188799858, abs=1e-6), + approx(-0.050792139023542404, abs=1e-6), + approx(0.0732545554637909, abs=1e-6), + approx(0.11027403920888901, abs=1e-6), + approx(-0.02966182678937912, abs=1e-6), + approx(-0.06755708158016205, abs=1e-6), + approx(-0.030571527779102325, abs=1e-6), + approx(0.039560187608003616, abs=1e-6), + approx(0.04547598585486412, abs=1e-6), + approx(0.015996195375919342, abs=1e-6), + approx(0.03855040669441223, abs=1e-6), + approx(-0.010954046621918678, abs=1e-6), + approx(0.08483565598726273, abs=1e-6), + approx(-0.04428708180785179, abs=1e-6), + approx(-0.0067963870242238045, abs=1e-6), + approx(0.00942565780133009, abs=1e-6), + approx(5.072941348771565e-05, abs=1e-6), + approx(0.0013035445008426905, abs=1e-6), + approx(-0.011969788931310177, abs=1e-6), + approx(0.01364515908062458, abs=1e-6), + approx(-0.08417423069477081, abs=1e-6), + approx(-0.00016511740977875888, abs=1e-6), + approx(0.005483777727931738, abs=1e-6), + approx(0.025615010410547256, abs=1e-6), + approx(-0.031545329838991165, abs=1e-6), + approx(-0.10734471678733826, abs=1e-6), + approx(-0.04578779265284538, abs=1e-6), + approx(-0.09117498993873596, abs=1e-6), + approx(-0.0025104954838752747, abs=1e-6), + approx(0.017998425289988518, abs=1e-6), + approx(0.04940157011151314, abs=1e-6), + approx(0.006184814497828484, abs=1e-6), + approx(0.05979632958769798, abs=1e-6), + approx(0.027002627030014992, abs=1e-6), + approx(-0.016122253611683846, abs=1e-6), + approx(-0.01814969629049301, abs=1e-6), + approx(-0.023634832352399826, abs=1e-6), + approx(-0.09489716589450836, abs=1e-6), + approx(0.06621630489826202, abs=1e-6), + approx(0.14922751486301422, abs=1e-6), + approx(0.024338768795132637, abs=1e-6), + approx(0.001210211543366313, abs=1e-6), + approx(0.006072015967220068, abs=1e-6), + approx(-0.09917040914297104, abs=1e-6), + approx(0.08505816012620926, abs=1e-6), + approx(0.030826149508357048, abs=1e-6), + approx(0.02918659895658493, abs=1e-6), + approx(-0.0239559356123209, abs=1e-6), + approx(-0.01055932603776455, abs=1e-6), + approx(-0.0721520185470581, abs=1e-6), + approx(-0.03525644540786743, abs=1e-6), + approx(0.03334657475352287, abs=1e-6), + approx(-0.043929483741521835, abs=1e-6), + approx(0.11975517123937607, abs=1e-6), + approx(0.08864746987819672, abs=1e-6), + approx(-0.09591905772686005, abs=1e-6), + approx(-0.05908012390136719, abs=1e-6), + approx(-0.008292673155665398, abs=1e-6), + approx(0.03816917911171913, abs=1e-6), + approx(0.049799688160419464, abs=1e-6), + approx(-0.0326821394264698, abs=1e-6), + approx(0.019901027902960777, abs=1e-6), + approx(-0.10837853699922562, abs=1e-6), + approx(0.014679030515253544, abs=1e-6), + approx(0.018117807805538177, abs=1e-6), + approx(-0.061317842453718185, abs=1e-6), + approx(-0.08975035697221756, abs=1e-6), + approx(0.04922156780958176, abs=1e-6), + approx(-0.0208709929138422, abs=1e-6), + approx(0.004055118653923273, abs=1e-6), + approx(-0.03543012961745262, abs=1e-6), + approx(-0.05657775700092316, abs=1e-6), + approx(-0.048313774168491364, abs=1e-6), + approx(-0.024660272523760796, abs=1e-6), + approx(0.07359181344509125, abs=1e-6), + approx(-0.020923519507050514, abs=1e-6), + approx(0.040697671473026276, abs=1e-6), + approx(0.03232649713754654, abs=1e-6), + approx(0.07668346911668777, abs=1e-6), + approx(-0.014747696928679943, abs=1e-6), + approx(-0.10304528474807739, abs=1e-6), + approx(-0.04274493455886841, abs=1e-6), + approx(-0.06629316508769989, abs=1e-6), + approx(0.01547403447329998, abs=1e-6), + approx(-0.02680026739835739, abs=1e-6), + approx(-0.09175192564725876, abs=1e-6), + approx(-0.03560047224164009, abs=1e-6), + approx(-0.018932463601231575, abs=1e-6), + approx(-0.004029626026749611, abs=1e-6), + approx(-0.020193425938487053, abs=1e-6), + approx(-0.05853483825922012, abs=1e-6), + approx(-0.10180168598890305, abs=1e-6), + approx(-0.0044878339394927025, abs=1e-6), + approx(-0.06976301968097687, abs=1e-6), + approx(0.06024095416069031, abs=1e-6), + approx(0.02981085516512394, abs=1e-6), + approx(0.06380829215049744, abs=1e-6), + approx(-0.06730612367391586, abs=1e-6), + approx(0.003350921906530857, abs=1e-6), + approx(-0.06003981828689575, abs=1e-6), + approx(-0.09313663095235825, abs=1e-6), + approx(0.04567500948905945, abs=1e-6), + approx(-6.719925780142724e-33, abs=1e-6), + approx(0.0074332281947135925, abs=1e-6), + approx(-0.0651097446680069, abs=1e-6), + approx(-0.02125914767384529, abs=1e-6), + approx(0.035196032375097275, abs=1e-6), + approx(0.0463360995054245, abs=1e-6), + approx(-0.07030492275953293, abs=1e-6), + approx(-0.06128954142332077, abs=1e-6), + approx(0.017366604879498482, abs=1e-6), + approx(-0.007479745429009199, abs=1e-6), + approx(-0.018468711525201797, abs=1e-6), + approx(0.0016074671875685453, abs=1e-6), + approx(-0.025801850482821465, abs=1e-6), + approx(0.0300469808280468, abs=1e-6), + approx(0.008751698769629002, abs=1e-6), + approx(0.05092954635620117, abs=1e-6), + approx(0.07171620428562164, abs=1e-6), + approx(-0.07271797209978104, abs=1e-6), + approx(0.13261504471302032, abs=1e-6), + approx(-0.00803413987159729, abs=1e-6), + approx(0.03693221136927605, abs=1e-6), + approx(-0.023691324517130852, abs=1e-6), + approx(0.024269407615065575, abs=1e-6), + approx(-0.026396198198199272, abs=1e-6), + approx(-0.018338488414883614, abs=1e-6), + approx(-0.014753266237676144, abs=1e-6), + approx(-0.0743173211812973, abs=1e-6), + approx(0.016344882547855377, abs=1e-6), + approx(0.0180369820445776, abs=1e-6), + approx(-0.0031233245972543955, abs=1e-6), + approx(0.04128265753388405, abs=1e-6), + approx(0.05059865862131119, abs=1e-6), + approx(0.04449484497308731, abs=1e-6), + approx(-0.047552984207868576, abs=1e-6), + approx(-0.002626449102535844, abs=1e-6), + approx(0.054667823016643524, abs=1e-6), + approx(0.04697798937559128, abs=1e-6), + approx(0.06379824131727219, abs=1e-6), + approx(-0.0218367762863636, abs=1e-6), + approx(0.0011920174583792686, abs=1e-6), + approx(0.00615497725084424, abs=1e-6), + approx(-0.01047475729137659, abs=1e-6), + approx(-0.051548853516578674, abs=1e-6), + approx(0.021718978881835938, abs=1e-6), + approx(-0.03787216544151306, abs=1e-6), + approx(0.08791148662567139, abs=1e-6), + approx(0.0236575435847044, abs=1e-6), + approx(0.019885707646608353, abs=1e-6), + approx(0.021743182092905045, abs=1e-6), + approx(-0.06192108988761902, abs=1e-6), + approx(0.020616136491298676, abs=1e-6), + approx(-0.01068698987364769, abs=1e-6), + approx(0.05776219815015793, abs=1e-6), + approx(0.05940284579992294, abs=1e-6), + approx(-0.028875550255179405, abs=1e-6), + approx(0.06947717070579529, abs=1e-6), + approx(0.0010136704659089446, abs=1e-6), + approx(0.042007941752672195, abs=1e-6), + approx(0.03475204482674599, abs=1e-6), + approx(-0.0016648498130962253, abs=1e-6), + approx(-0.010128081776201725, abs=1e-6), + approx(-0.054719988256692886, abs=1e-6), + approx(0.040564633905887604, abs=1e-6), + approx(-0.056016333401203156, abs=1e-6), + approx(0.05726315826177597, abs=1e-6), + approx(-0.025760939344763756, abs=1e-6), + approx(0.02939697913825512, abs=1e-6), + approx(0.010298469103872776, abs=1e-6), + approx(-0.049152445048093796, abs=1e-6), + approx(0.015427765436470509, abs=1e-6), + approx(0.028693322092294693, abs=1e-6), + approx(0.011681453324854374, abs=1e-6), + approx(-0.0069687520153820515, abs=1e-6), + approx(-0.08346765488386154, abs=1e-6), + approx(0.1083698645234108, abs=1e-6), + approx(-0.04198264703154564, abs=1e-6), + approx(-0.04266297444701195, abs=1e-6), + approx(-0.021897386759519577, abs=1e-6), + approx(-0.02162591740489006, abs=1e-6), + approx(-0.007852147333323956, abs=1e-6), + approx(0.0382203571498394, abs=1e-6), + approx(-0.01800900511443615, abs=1e-6), + approx(-0.14943552017211914, abs=1e-6), + approx(0.023226426914334297, abs=1e-6), + approx(0.015028528869152069, abs=1e-6), + approx(-0.03989403694868088, abs=1e-6), + approx(0.0037517233286052942, abs=1e-6), + approx(0.04300670325756073, abs=1e-6), + approx(-0.084754578769207, abs=1e-6), + approx(-0.03029678948223591, abs=1e-6), + approx(-0.020130692049860954, abs=1e-6), + approx(-0.02503017708659172, abs=1e-6), + approx(0.003525990294292569, abs=1e-6), + approx(0.05823483690619469, abs=1e-6), + approx(0.005494723096489906, abs=1e-6), + approx(0.006489735096693039, abs=1e-6), + approx(3.174683674546661e-33, abs=1e-6), + approx(-0.042438242584466934, abs=1e-6), + approx(0.02992217242717743, abs=1e-6), + approx(-0.08836193382740021, abs=1e-6), + approx(0.06575305014848709, abs=1e-6), + approx(0.10463074594736099, abs=1e-6), + approx(-0.008896651677787304, abs=1e-6), + approx(0.04289451241493225, abs=1e-6), + approx(-0.09550552070140839, abs=1e-6), + approx(0.03168182820081711, abs=1e-6), + approx(0.07352748513221741, abs=1e-6), + approx(-0.13084882497787476, abs=1e-6), + approx(0.02552989311516285, abs=1e-6), + approx(0.016062133014202118, abs=1e-6), + approx(-0.004375615157186985, abs=1e-6), + approx(0.02920258417725563, abs=1e-6), + approx(-0.008134118281304836, abs=1e-6), + approx(0.06525745987892151, abs=1e-6), + approx(0.0006216352921910584, abs=1e-6), + approx(-0.007835793308913708, abs=1e-6), + approx(0.041560620069503784, abs=1e-6), + approx(-0.04372050613164902, abs=1e-6), + approx(0.09504030644893646, abs=1e-6), + approx(-0.025842614471912384, abs=1e-6), + approx(0.08701658993959427, abs=1e-6), + approx(-0.04147149249911308, abs=1e-6), + approx(0.03544051572680473, abs=1e-6), + approx(-0.014387136325240135, abs=1e-6), + approx(-0.026075268164277077, abs=1e-6), + approx(-0.09590042382478714, abs=1e-6), + approx(-0.008881512098014355, abs=1e-6), + approx(0.007069997023791075, abs=1e-6), + approx(-0.09052383154630661, abs=1e-6), + approx(-0.0797419622540474, abs=1e-6), + approx(-0.014227600768208504, abs=1e-6), + approx(-0.05348990857601166, abs=1e-6), + approx(0.05122567340731621, abs=1e-6), + approx(0.024540811777114868, abs=1e-6), + approx(-0.03697468340396881, abs=1e-6), + approx(-0.0734110027551651, abs=1e-6), + approx(-0.006874291691929102, abs=1e-6), + approx(0.0068125007674098015, abs=1e-6), + approx(-0.03291832655668259, abs=1e-6), + approx(0.015790732577443123, abs=1e-6), + approx(0.10594560205936432, abs=1e-6), + approx(0.022715117782354355, abs=1e-6), + approx(-0.05641733109951019, abs=1e-6), + approx(-0.032064203172922134, abs=1e-6), + approx(-0.10509152710437775, abs=1e-6), + approx(-0.03290463984012604, abs=1e-6), + approx(0.05139185115695, abs=1e-6), + approx(-0.10034648329019547, abs=1e-6), + approx(0.044995229691267014, abs=1e-6), + approx(-0.03296136111021042, abs=1e-6), + approx(-0.019640808925032616, abs=1e-6), + approx(-0.10540889203548431, abs=1e-6), + approx(0.011973694898188114, abs=1e-6), + approx(-0.011170921847224236, abs=1e-6), + approx(-0.06957732141017914, abs=1e-6), + approx(-0.009789649397134781, abs=1e-6), + approx(0.016010915860533714, abs=1e-6), + approx(-0.05117954686284065, abs=1e-6), + approx(0.008791357278823853, abs=1e-6), + approx(-0.006576159968972206, abs=1e-6), + approx(0.0662924274802208, abs=1e-6), + approx(0.10956111550331116, abs=1e-6), + approx(-0.054759278893470764, abs=1e-6), + approx(-0.05709334462881088, abs=1e-6), + approx(0.05029774457216263, abs=1e-6), + approx(0.012622491456568241, abs=1e-6), + approx(0.02845408022403717, abs=1e-6), + approx(0.1343768686056137, abs=1e-6), + approx(0.011013726703822613, abs=1e-6), + approx(-0.15195167064666748, abs=1e-6), + approx(-0.04947613552212715, abs=1e-6), + approx(-0.06537330150604248, abs=1e-6), + approx(-0.06709233671426773, abs=1e-6), + approx(-0.06969749927520752, abs=1e-6), + approx(-0.03129565715789795, abs=1e-6), + approx(-0.06176615506410599, abs=1e-6), + approx(-0.07420394569635391, abs=1e-6), + approx(0.028973843902349472, abs=1e-6), + approx(-0.008312417194247246, abs=1e-6), + approx(0.04321927949786186, abs=1e-6), + approx(-0.017557447776198387, abs=1e-6), + approx(-0.0051787244156003, abs=1e-6), + approx(-0.05432431399822235, abs=1e-6), + approx(-0.04127557948231697, abs=1e-6), + approx(-0.08270694315433502, abs=1e-6), + approx(-0.015986457467079163, abs=1e-6), + approx(0.008617997169494629, abs=1e-6), + approx(0.0006256008055061102, abs=1e-6), + approx(-0.06523493677377701, abs=1e-6), + approx(0.07926346361637115, abs=1e-6), + approx(0.02680228278040886, abs=1e-6), + approx(-0.025414032861590385, abs=1e-6), + approx(-1.965175044915668e-08, abs=1e-6), + approx(-0.022532761096954346, abs=1e-6), + approx(-0.015100622549653053, abs=1e-6), + approx(0.08194082975387573, abs=1e-6), + approx(-0.03959039971232414, abs=1e-6), + approx(0.04711082577705383, abs=1e-6), + approx(0.015206306241452694, abs=1e-6), + approx(0.06537686288356781, abs=1e-6), + approx(0.01843535713851452, abs=1e-6), + approx(-0.007971754297614098, abs=1e-6), + approx(-0.03773094713687897, abs=1e-6), + approx(0.023044036701321602, abs=1e-6), + approx(0.04045030474662781, abs=1e-6), + approx(-0.056972041726112366, abs=1e-6), + approx(-0.0030700573697686195, abs=1e-6), + approx(0.053666338324546814, abs=1e-6), + approx(0.06094931811094284, abs=1e-6), + approx(0.0383155420422554, abs=1e-6), + approx(-0.038075681775808334, abs=1e-6), + approx(-0.026754574850201607, abs=1e-6), + approx(0.0674038752913475, abs=1e-6), + approx(-0.05417698994278908, abs=1e-6), + approx(0.04589824005961418, abs=1e-6), + approx(-0.012908651493489742, abs=1e-6), + approx(0.015068471431732178, abs=1e-6), + approx(0.0330093614757061, abs=1e-6), + approx(0.004980822093784809, abs=1e-6), + approx(0.043408624827861786, abs=1e-6), + approx(0.06518962979316711, abs=1e-6), + approx(0.01621568575501442, abs=1e-6), + approx(0.03613711893558502, abs=1e-6), + approx(0.055674269795417786, abs=1e-6), + approx(0.11904116719961166, abs=1e-6), + approx(0.024056661874055862, abs=1e-6), + approx(0.015141709707677364, abs=1e-6), + approx(0.06056377291679382, abs=1e-6), + approx(0.036819666624069214, abs=1e-6), + approx(0.04125634953379631, abs=1e-6), + approx(-0.031558968126773834, abs=1e-6), + approx(0.05625437572598457, abs=1e-6), + approx(-0.02575598657131195, abs=1e-6), + approx(0.01332936342805624, abs=1e-6), + approx(0.04844079166650772, abs=1e-6), + approx(-0.021774716675281525, abs=1e-6), + approx(0.11008108407258987, abs=1e-6), + approx(0.038589540868997574, abs=1e-6), + approx(0.038059163838624954, abs=1e-6), + approx(-0.004871065728366375, abs=1e-6), + approx(-0.043283287435770035, abs=1e-6), + approx(-0.025374216958880424, abs=1e-6), + approx(0.01601369120180607, abs=1e-6), + approx(0.01833094097673893, abs=1e-6), + approx(0.05638064444065094, abs=1e-6), + approx(0.034615058451890945, abs=1e-6), + approx(-0.02065986767411232, abs=1e-6), + approx(0.021277612075209618, abs=1e-6), + approx(0.018937885761260986, abs=1e-6), + approx(0.03383445739746094, abs=1e-6), + approx(-0.00696248235180974, abs=1e-6), + approx(-0.024325966835021973, abs=1e-6), + approx(-0.019780263304710388, abs=1e-6), + approx(-0.019895320758223534, abs=1e-6), + approx(0.034644052386283875, abs=1e-6), + approx(0.049627237021923065, abs=1e-6), + approx(-0.029213037341833115, abs=1e-6), +] diff --git a/test/e2e/predictor/test_paddle.py b/test/e2e/predictor/test_paddle.py index 94748d0faf6..b4657407ff1 100644 --- a/test/e2e/predictor/test_paddle.py +++ b/test/e2e/predictor/test_paddle.py @@ -31,11 +31,12 @@ constants, ) -from ..common.utils import KSERVE_TEST_NAMESPACE, predict, predict_grpc +from ..common.utils import KSERVE_TEST_NAMESPACE, predict_isvc, predict_grpc @pytest.mark.predictor -def test_paddle(): +@pytest.mark.asyncio(scope="session") +async def test_paddle(rest_v1_client): predictor = V1beta1PredictorSpec( min_replicas=1, paddle=V1beta1PaddleServerSpec( @@ -72,14 +73,15 @@ def test_paddle(): logging.info(pod) raise e - res = predict(service_name, "./data/jay.json") + res = await predict_isvc(rest_v1_client, service_name, "./data/jay.json") assert np.argmax(res["predictions"][0]) == 17 kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.predictor -def test_paddle_runtime(): +@pytest.mark.asyncio(scope="session") +async def test_paddle_runtime(rest_v1_client): predictor = V1beta1PredictorSpec( min_replicas=1, model=V1beta1ModelSpec( @@ -119,14 +121,15 @@ def test_paddle_runtime(): logging.info(pod) raise e - res = predict(service_name, "./data/jay.json") + res = await predict_isvc(rest_v1_client, service_name, "./data/jay.json") assert np.argmax(res["predictions"][0]) == 17 kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.predictor -def test_paddle_v2_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_paddle_v2_kserve(rest_v2_client): predictor = V1beta1PredictorSpec( min_replicas=1, model=V1beta1ModelSpec( @@ -167,15 +170,20 @@ def test_paddle_v2_kserve(): logging.info(pod) raise e - res = predict(service_name, "./data/jay-v2.json", protocol_version="v2") - assert np.argmax(res["outputs"][0]["data"]) == 17 + res = await predict_isvc( + rest_v2_client, + service_name, + "./data/jay-v2.json", + ) + assert np.argmax(res.outputs[0].data) == 17 kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) -@pytest.mark.slow +@pytest.mark.predictor +@pytest.mark.asyncio(scope="session") @pytest.mark.skip("GRPC tests are failing in ODH at the moment") -def test_paddle_v2_grpc(): +async def test_paddle_v2_grpc(): service_name = "isvc-paddle-v2-grpc" model_name = "paddle" predictor = V1beta1PredictorSpec( @@ -221,10 +229,10 @@ def test_paddle_v2_grpc(): json_file = open("./data/jay-v2-grpc.json") payload = json.load(json_file)["inputs"] - response = predict_grpc( + response = await predict_grpc( service_name=service_name, payload=payload, model_name=model_name ) - prediction = list(response.outputs[0].contents.fp32_contents) + prediction = response.outputs[0].data assert np.argmax(prediction) == 17 kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/predictor/test_pmml.py b/test/e2e/predictor/test_pmml.py index 6ba3f7bf081..819c65d424a 100644 --- a/test/e2e/predictor/test_pmml.py +++ b/test/e2e/predictor/test_pmml.py @@ -14,8 +14,9 @@ import json import os +import time -from kserve import KServeClient +from kserve import KServeClient, InferOutput from kserve import V1beta1InferenceService from kserve import V1beta1InferenceServiceSpec from kserve import V1beta1PMMLSpec @@ -26,20 +27,22 @@ from kubernetes.client import V1ResourceRequirements, V1ContainerPort import pytest +from kserve.logging import trace_logger as logger from ..common.utils import KSERVE_TEST_NAMESPACE, predict_grpc -from ..common.utils import predict +from ..common.utils import predict_isvc @pytest.mark.predictor -def test_pmml_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_pmml_kserve(rest_v1_client): service_name = "isvc-pmml" predictor = V1beta1PredictorSpec( min_replicas=1, pmml=V1beta1PMMLSpec( storage_uri="gs://kfserving-examples/models/pmml", resources=V1ResourceRequirements( - requests={"cpu": "10m", "memory": "128Mi"}, - limits={"cpu": "100m", "memory": "256Mi"}, + requests={"cpu": "10m", "memory": "256Mi"}, + limits={"cpu": "100m", "memory": "512Mi"}, ), ), ) @@ -58,7 +61,11 @@ def test_pmml_kserve(): ) kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/pmml_input.json") + start = time.perf_counter() + res = await predict_isvc(rest_v1_client, service_name, "./data/pmml_input.json") + end = time.perf_counter() + print(f"Time taken: {end - start}") + logger.info(f"Time taken: {end - start}") assert res["predictions"] == [ { "Species": "setosa", @@ -72,7 +79,8 @@ def test_pmml_kserve(): @pytest.mark.predictor -def test_pmml_runtime_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_pmml_runtime_kserve(rest_v1_client): service_name = "isvc-pmml-runtime" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -82,8 +90,8 @@ def test_pmml_runtime_kserve(): ), storage_uri="gs://kfserving-examples/models/pmml", resources=V1ResourceRequirements( - requests={"cpu": "10m", "memory": "128Mi"}, - limits={"cpu": "100m", "memory": "256Mi"}, + requests={"cpu": "10m", "memory": "256Mi"}, + limits={"cpu": "100m", "memory": "512Mi"}, ), ), ) @@ -102,7 +110,7 @@ def test_pmml_runtime_kserve(): ) kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/pmml_input.json") + res = await predict_isvc(rest_v1_client, service_name, "./data/pmml_input.json") assert res["predictions"] == [ { "Species": "setosa", @@ -116,7 +124,8 @@ def test_pmml_runtime_kserve(): @pytest.mark.predictor -def test_pmml_v2_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_pmml_v2_kserve(rest_v2_client): service_name = "isvc-pmml-v2-kserve" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -127,8 +136,8 @@ def test_pmml_v2_kserve(): runtime="kserve-pmmlserver", storage_uri="gs://kfserving-examples/models/pmml", resources=V1ResourceRequirements( - requests={"cpu": "10m", "memory": "128Mi"}, - limits={"cpu": "100m", "memory": "256Mi"}, + requests={"cpu": "10m", "memory": "256Mi"}, + limits={"cpu": "100m", "memory": "512Mi"}, ), ), ) @@ -147,50 +156,51 @@ def test_pmml_v2_kserve(): ) kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/pmml-input-v2.json", protocol_version="v2") - assert res["outputs"] == [ - { - "name": "Species", - "shape": [1], - "datatype": "BYTES", - "data": ["setosa"], - "parameters": None, - }, - { - "name": "Probability_setosa", - "shape": [1], - "datatype": "FP64", - "data": [1.0], - "parameters": None, - }, - { - "name": "Probability_versicolor", - "shape": [1], - "datatype": "FP64", - "data": [0.0], - "parameters": None, - }, - { - "name": "Probability_virginica", - "shape": [1], - "datatype": "FP64", - "data": [0.0], - "parameters": None, - }, - { - "name": "Node_Id", - "shape": [1], - "datatype": "BYTES", - "data": ["2"], - "parameters": None, - }, + res = await predict_isvc( + rest_v2_client, + service_name, + "./data/pmml-input-v2.json", + ) + assert res.outputs == [ + InferOutput( + name="Species", + shape=[1], + datatype="BYTES", + data=["setosa"], + parameters=None, + ), + InferOutput( + name="Probability_setosa", + shape=[1], + datatype="FP64", + data=[1.0], + parameters=None, + ), + InferOutput( + name="Probability_versicolor", + shape=[1], + datatype="FP64", + data=[0.0], + parameters=None, + ), + InferOutput( + name="Probability_virginica", + shape=[1], + datatype="FP64", + data=[0.0], + parameters=None, + ), + InferOutput( + name="Node_Id", shape=[1], datatype="BYTES", data=["2"], parameters=None + ), ] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.predictor -def test_pmml_v2_grpc(): +@pytest.mark.asyncio(scope="session") +async def test_pmml_v2_grpc(): service_name = "isvc-pmml-v2-grpc" model_name = "pmml" predictor = V1beta1PredictorSpec( @@ -202,8 +212,8 @@ def test_pmml_v2_grpc(): runtime="kserve-pmmlserver", storage_uri="gs://kfserving-examples/models/pmml", resources=V1ResourceRequirements( - requests={"cpu": "10m", "memory": "128Mi"}, - limits={"cpu": "100m", "memory": "256Mi"}, + requests={"cpu": "10m", "memory": "256Mi"}, + limits={"cpu": "100m", "memory": "512Mi"}, ), ports=[V1ContainerPort(container_port=8081, name="h2c", protocol="TCP")], args=["--model_name", model_name], @@ -228,11 +238,11 @@ def test_pmml_v2_grpc(): json_file = open("./data/pmml_input_v2_grpc.json") payload = json.load(json_file)["inputs"] - response = predict_grpc( + response = await predict_grpc( service_name=service_name, payload=payload, model_name=model_name ) - assert response.outputs[0].contents.bytes_contents[0] == b"setosa" - assert response.outputs[1].contents.fp64_contents[0] == 1.0 - assert response.outputs[2].contents.fp64_contents[0] == 0.0 - assert response.outputs[3].contents.fp64_contents[0] == 0.0 + assert response.outputs[0].data == [b"setosa"] + assert response.outputs[1].data == [1.0] + assert response.outputs[2].data == [0.0] + assert response.outputs[3].data == [0.0] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/predictor/test_raw_deployment.py b/test/e2e/predictor/test_raw_deployment.py index bcc2f5fae65..47ad44219cc 100644 --- a/test/e2e/predictor/test_raw_deployment.py +++ b/test/e2e/predictor/test_raw_deployment.py @@ -11,6 +11,7 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. + import base64 import json import os @@ -33,13 +34,14 @@ import pytest from ..common.utils import KSERVE_TEST_NAMESPACE, predict_grpc -from ..common.utils import predict +from ..common.utils import predict_isvc api_version = constants.KSERVE_V1BETA1 @pytest.mark.raw -def test_raw_deployment_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_raw_deployment_kserve(rest_v1_client): service_name = "raw-sklearn" annotations = dict() annotations["serving.kserve.io/deploymentMode"] = "RawDeployment" @@ -71,13 +73,14 @@ def test_raw_deployment_kserve(): ) kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/iris_input.json") + res = await predict_isvc(rest_v1_client, service_name, "./data/iris_input.json") assert res["predictions"] == [1, 1] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.raw -def test_raw_deployment_runtime_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_raw_deployment_runtime_kserve(rest_v1_client): service_name = "raw-sklearn-runtime" annotations = dict() annotations["serving.kserve.io/deploymentMode"] = "RawDeployment" @@ -112,17 +115,18 @@ def test_raw_deployment_runtime_kserve(): ) kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/iris_input.json") + res = await predict_isvc(rest_v1_client, service_name, "./data/iris_input.json") assert res["predictions"] == [1, 1] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.grpc @pytest.mark.raw +@pytest.mark.asyncio(scope="session") @pytest.mark.skip( "The custom-model-grpc image fails in OpenShift with a permission denied error" ) -def test_raw_isvc_with_multiple_container_port(): +async def test_isvc_with_multiple_container_port(): service_name = "raw-multiport-custom-model" model_name = "custom-model" @@ -179,11 +183,10 @@ def test_raw_isvc_with_multiple_container_port(): } ] expected_output = ["14.976", "14.037", "13.966", "12.252", "12.086"] - grpc_response = predict_grpc( + grpc_response = await predict_grpc( service_name=service_name, payload=payload, model_name=model_name ) - fields = grpc_response.outputs[0].contents.ListFields() - _, field_value = fields[0] - grpc_output = ["%.3f" % value for value in list(field_value)] + fields = grpc_response.outputs[0].data + grpc_output = ["%.3f" % value for value in fields] assert grpc_output == expected_output kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/predictor/test_response_headers.py b/test/e2e/predictor/test_response_headers.py new file mode 100644 index 00000000000..6892f8ce914 --- /dev/null +++ b/test/e2e/predictor/test_response_headers.py @@ -0,0 +1,191 @@ +import os + +import pytest +import requests +import logging +import time +import json + +from kserve import ( + KServeClient, + V1beta1InferenceService, + V1beta1InferenceServiceSpec, + V1beta1PredictorSpec, + V1beta1TransformerSpec, + constants, +) +from kubernetes.client import V1ResourceRequirements +from kubernetes import client +from kubernetes.client import V1Container, V1ContainerPort +from ..common.utils import KSERVE_TEST_NAMESPACE, get_isvc_endpoint + + +@pytest.mark.transformer +def test_predictor_headers_v1(): + service_name = "isvc-custom-model-transformer-v1" + model_name = "custom-model" + input_json = "./data/custom_model_input.json" + + predictor = V1beta1PredictorSpec( + containers=[ + V1Container( + name="kserve-container", + image="kserve/custom-model-grpc:" + os.environ.get("GITHUB_SHA"), + # Override the entrypoint to run the custom model rest server + command=["python", "-m", "custom_model.model"], + resources=V1ResourceRequirements( + requests={"cpu": "50m", "memory": "128Mi"}, + limits={"cpu": "100m", "memory": "2Gi"}, + ), + ports=[V1ContainerPort(container_port=8080, protocol="TCP")], + args=["--model_name", model_name], + ) + ] + ) + + transformer = V1beta1TransformerSpec( + containers=[ + V1Container( + name="kserve-container", + image="kserve/custom-image-transformer-grpc:" + + os.environ.get("GITHUB_SHA"), + # Override the entrypoint to run the custom transformer rest server + command=["python", "-m", "custom_transformer.model"], + resources=V1ResourceRequirements( + requests={"cpu": "50m", "memory": "128Mi"}, + limits={"cpu": "100m", "memory": "1Gi"}, + ), + args=["--model_name", model_name, "--predictor_protocol", "v1"], + ) + ] + ) + + isvc = V1beta1InferenceService( + api_version=constants.KSERVE_V1BETA1, + kind=constants.KSERVE_KIND, + metadata=client.V1ObjectMeta( + name=service_name, namespace=KSERVE_TEST_NAMESPACE + ), + spec=V1beta1InferenceServiceSpec(predictor=predictor, transformer=transformer), + ) + + kserve_client = KServeClient( + config_file=os.environ.get("KUBECONFIG", "~/.kube/config") + ) + kserve_client.create(isvc) + kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) + + isvc = kserve_client.get( + service_name, + namespace=KSERVE_TEST_NAMESPACE, + version=constants.KSERVE_V1BETA1_VERSION, + ) + cluster_ip, host, path = get_isvc_endpoint(isvc) + headers = {"Host": host, "Content-Type": "application/json"} + + if model_name is None: + model_name = service_name + + url = f"http://{cluster_ip}{path}/v1/models/{model_name}:predict" + + time.sleep(10) + with open(input_json) as json_file: + data = json.load(json_file) + response = requests.post(url, json.dumps(data), headers=headers) + logging.info( + "Got response code %s, content %s", response.status_code, response.content + ) + if response.status_code == 200: + res_data = json.loads(response.content.decode("utf-8")) + else: + response.raise_for_status() + + assert "prediction-time-latency" in response.headers + points = ["%.3f" % (point) for point in list(res_data["predictions"])] + assert points == ["14.976", "14.037", "13.966", "12.252", "12.086"] + kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) + + +@pytest.mark.transformer +def test_predictor_headers_v2(): + service_name = "isvc-custom-model-transformer-v2" + model_name = "custom-model" + input_json = "./data/custom_model_input_v2.json" + + predictor = V1beta1PredictorSpec( + containers=[ + V1Container( + name="kserve-container", + image="kserve/custom-model-grpc:" + os.environ.get("GITHUB_SHA"), + # Override the entrypoint to run the custom model rest server + command=["python", "-m", "custom_model.model"], + resources=V1ResourceRequirements( + requests={"cpu": "50m", "memory": "128Mi"}, + limits={"cpu": "100m", "memory": "2Gi"}, + ), + ports=[V1ContainerPort(container_port=8080, protocol="TCP")], + args=["--model_name", model_name], + ) + ] + ) + + transformer = V1beta1TransformerSpec( + containers=[ + V1Container( + name="kserve-container", + image="kserve/custom-image-transformer-grpc:" + + os.environ.get("GITHUB_SHA"), + # Override the entrypoint to run the custom transformer rest server + command=["python", "-m", "custom_transformer.model"], + resources=V1ResourceRequirements( + requests={"cpu": "50m", "memory": "128Mi"}, + limits={"cpu": "100m", "memory": "1Gi"}, + ), + args=["--model_name", model_name, "--predictor_protocol", "v2"], + ) + ] + ) + + isvc = V1beta1InferenceService( + api_version=constants.KSERVE_V1BETA1, + kind=constants.KSERVE_KIND, + metadata=client.V1ObjectMeta( + name=service_name, namespace=KSERVE_TEST_NAMESPACE + ), + spec=V1beta1InferenceServiceSpec(predictor=predictor, transformer=transformer), + ) + + kserve_client = KServeClient( + config_file=os.environ.get("KUBECONFIG", "~/.kube/config") + ) + kserve_client.create(isvc) + kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) + isvc = kserve_client.get( + service_name, + namespace=KSERVE_TEST_NAMESPACE, + version=constants.KSERVE_V1BETA1_VERSION, + ) + cluster_ip, host, path = get_isvc_endpoint(isvc) + headers = {"Host": host, "Content-Type": "application/json"} + + if model_name is None: + model_name = service_name + + url = f"http://{cluster_ip}{path}/v2/models/{model_name}/infer" + + time.sleep(10) + with open(input_json) as json_file: + data = json.load(json_file) + response = requests.post(url, json.dumps(data), headers=headers) + logging.info( + "Got response code %s, content %s", response.status_code, response.content + ) + if response.status_code == 200: + res_data = json.loads(response.content.decode("utf-8")) + else: + response.raise_for_status() + + assert "prediction-time-latency" in response.headers + points = ["%.3f" % (point) for point in list(res_data["outputs"][0]["data"])] + assert points == ["14.976", "14.037", "13.966", "12.252", "12.086"] + kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/predictor/test_sklearn.py b/test/e2e/predictor/test_sklearn.py index 3594b94cf7a..0bd3eb77458 100644 --- a/test/e2e/predictor/test_sklearn.py +++ b/test/e2e/predictor/test_sklearn.py @@ -31,11 +31,12 @@ import kserve.protocol.grpc.grpc_predict_v2_pb2 as inference_pb2 -from ..common.utils import KSERVE_TEST_NAMESPACE, predict, predict_grpc +from ..common.utils import KSERVE_TEST_NAMESPACE, predict_isvc, predict_grpc @pytest.mark.predictor -def test_sklearn_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_sklearn_kserve(rest_v1_client): service_name = "isvc-sklearn" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -62,16 +63,16 @@ def test_sklearn_kserve(): ) kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/iris_input.json") + res = await predict_isvc(rest_v1_client, service_name, "./data/iris_input.json") assert res["predictions"] == [1, 1] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.predictor -def test_sklearn_v2_mlserver(): +@pytest.mark.asyncio(scope="session") +async def test_sklearn_v2_mlserver(rest_v2_client): service_name = "sklearn-v2-mlserver" protocol_version = "v2" - predictor = V1beta1PredictorSpec( min_replicas=1, sklearn=V1beta1SKLearnSpec( @@ -81,6 +82,12 @@ def test_sklearn_v2_mlserver(): requests={"cpu": "50m", "memory": "128Mi"}, limits={"cpu": "100m", "memory": "512Mi"}, ), + readiness_probe=client.V1Probe( + http_get=client.V1HTTPGetAction( + path=f"/v2/models/{service_name}/ready", port=8080 + ), + initial_delay_seconds=30, + ), ), ) @@ -99,15 +106,20 @@ def test_sklearn_v2_mlserver(): kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/iris_input_v2.json", protocol_version="v2") - assert res["outputs"][0]["data"] == [1, 1] + res = await predict_isvc( + rest_v2_client, + service_name, + "./data/iris_input_v2.json", + ) + assert res.outputs[0].data == [1, 1] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.predictor @pytest.mark.kourier -def test_sklearn_runtime_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_sklearn_runtime_kserve(rest_v1_client): service_name = "isvc-sklearn-runtime" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -120,6 +132,7 @@ def test_sklearn_runtime_kserve(): requests={"cpu": "50m", "memory": "128Mi"}, limits={"cpu": "100m", "memory": "256Mi"}, ), + args=["--workers=2"], ), ) @@ -137,13 +150,14 @@ def test_sklearn_runtime_kserve(): ) kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/iris_input.json") + res = await predict_isvc(rest_v1_client, service_name, "./data/iris_input.json") assert res["predictions"] == [1, 1] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.predictor -def test_sklearn_v2_runtime_mlserver(): +@pytest.mark.asyncio(scope="session") +async def test_sklearn_v2_runtime_mlserver(rest_v2_client): service_name = "isvc-sklearn-v2-runtime" protocol_version = "v2" @@ -160,6 +174,12 @@ def test_sklearn_v2_runtime_mlserver(): requests={"cpu": "50m", "memory": "128Mi"}, limits={"cpu": "100m", "memory": "512Mi"}, ), + readiness_probe=client.V1Probe( + http_get=client.V1HTTPGetAction( + path=f"/v2/models/{service_name}/ready", port=8080 + ), + initial_delay_seconds=30, + ), ), ) @@ -178,14 +198,19 @@ def test_sklearn_v2_runtime_mlserver(): kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/iris_input_v2.json", protocol_version="v2") - assert res["outputs"][0]["data"] == [1, 1] + res = await predict_isvc( + rest_v2_client, + service_name, + "./data/iris_input_v2.json", + ) + assert res.outputs[0].data == [1, 1] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.predictor -def test_sklearn_v2(): +@pytest.mark.asyncio(scope="session") +async def test_sklearn_v2(rest_v2_client): service_name = "isvc-sklearn-v2" predictor = V1beta1PredictorSpec( @@ -218,15 +243,34 @@ def test_sklearn_v2(): kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/iris_input_v2.json", protocol_version="v2") - assert res["outputs"][0]["data"] == [1, 1] + res = await predict_isvc( + rest_v2_client, + service_name, + "./data/iris_input_v2.json", + ) + assert res.outputs[0].data == [1, 1] + + res = await predict_isvc( + rest_v2_client, + service_name, + "./data/iris_input_v2_binary.json", + ) + assert res.outputs[0].data == [1, 1] + + res = await predict_isvc( + rest_v2_client, + service_name, + "./data/iris_input_v2_all_binary.json", + ) + assert res.outputs[0].data == [1, 1] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) -@pytest.mark.slow +@pytest.mark.predictor +@pytest.mark.asyncio(scope="session") @pytest.mark.skip("GRPC tests are failing in ODH at the moment") -def test_sklearn_v2_grpc(): +async def test_sklearn_v2_grpc(): service_name = "isvc-sklearn-v2-grpc" model_name = "sklearn" predictor = V1beta1PredictorSpec( @@ -264,10 +308,10 @@ def test_sklearn_v2_grpc(): json_file = open("./data/iris_input_v2_grpc.json") payload = json.load(json_file)["inputs"] - response = predict_grpc( + response = await predict_grpc( service_name=service_name, payload=payload, model_name=model_name ) - prediction = list(response.outputs[0].contents.int_contents) + prediction = response.outputs[0].data assert prediction == [1, 1] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @@ -275,9 +319,10 @@ def test_sklearn_v2_grpc(): # In ODH, this test generates the following response: # Code 500 - 'ColumnTransformer' object has no attribute '_name_to_fitted_passthrough' -@pytest.mark.slow +@pytest.mark.predictor +@pytest.mark.asyncio(scope="session") @pytest.mark.skip("Not testable in ODH at the moment") -def test_sklearn_v2_mixed(): +async def test_sklearn_v2_mixed(rest_v2_client): service_name = "isvc-sklearn-v2-mixed" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -309,17 +354,20 @@ def test_sklearn_v2_mixed(): kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - response = predict( - service_name, "./data/sklearn_mixed_v2.json", protocol_version="v2" + response = await predict_isvc( + rest_v2_client, + service_name, + "./data/sklearn_mixed_v2.json", ) - assert response["outputs"][0]["data"] == [12.202832815138274] + assert response.outputs[0].data == [12.202832815138274] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) -@pytest.mark.slow +@pytest.mark.predictor +@pytest.mark.asyncio(scope="session") @pytest.mark.skip("GRPC tests are failing in ODH at the moment") -def test_sklearn_v2_mixed_grpc(): +async def test_sklearn_v2_mixed_grpc(): service_name = "isvc-sklearn-v2-mixed-grpc" model_name = "sklearn" predictor = V1beta1PredictorSpec( @@ -377,13 +425,13 @@ def test_sklearn_v2_mixed_grpc(): } ) parameters = {"content_type": inference_pb2.InferParameter(string_param="pd")} - response = predict_grpc( + response = await predict_grpc( service_name=service_name, payload=payload, model_name=model_name, parameters=parameters, ) - prediction = list(response.outputs[0].contents.fp64_contents) + prediction = list(response.outputs[0].data) assert prediction == [12.202832815138274] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/predictor/test_tensorflow.py b/test/e2e/predictor/test_tensorflow.py index 6c35eb4394d..1985be35ba6 100644 --- a/test/e2e/predictor/test_tensorflow.py +++ b/test/e2e/predictor/test_tensorflow.py @@ -25,12 +25,13 @@ from kubernetes.client import V1ResourceRequirements import pytest -from ..common.utils import predict +from ..common.utils import predict_isvc from ..common.utils import KSERVE_TEST_NAMESPACE @pytest.mark.predictor -def test_tensorflow_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_tensorflow_kserve(rest_v1_client): service_name = "isvc-tensorflow" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -57,7 +58,7 @@ def test_tensorflow_kserve(): ) kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/flower_input.json") + res = await predict_isvc(rest_v1_client, service_name, "./data/flower_input.json") assert np.argmax(res["predictions"][0].get("scores")) == 0 # Delete the InferenceService @@ -66,9 +67,10 @@ def test_tensorflow_kserve(): # In ODH, this test generates the following response: # 502 Server Error: Bad Gateway for url -@pytest.mark.slow +@pytest.mark.predictor +@pytest.mark.asyncio(scope="session") @pytest.mark.skip("Not testable in ODH at the moment") -def test_tensorflow_runtime_kserve(): +async def test_tensorflow_runtime_kserve(rest_v1_client): service_name = "isvc-tensorflow-runtime" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -98,7 +100,7 @@ def test_tensorflow_runtime_kserve(): ) kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/flower_input.json") + res = await predict_isvc(rest_v1_client, service_name, "./data/flower_input.json") assert np.argmax(res["predictions"][0].get("scores")) == 0 # Delete the InferenceService diff --git a/test/e2e/predictor/test_torchserve.py b/test/e2e/predictor/test_torchserve.py index cc3398b3644..ef1f3f57034 100644 --- a/test/e2e/predictor/test_torchserve.py +++ b/test/e2e/predictor/test_torchserve.py @@ -29,13 +29,14 @@ ) from kubernetes.client import V1ResourceRequirements, V1ContainerPort -from ..common.utils import KSERVE_TEST_NAMESPACE, predict, predict_grpc +from ..common.utils import KSERVE_TEST_NAMESPACE, predict_isvc, predict_grpc pytest.skip("ODH does not support torchserve at the moment", allow_module_level=True) @pytest.mark.predictor -def test_torchserve_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_torchserve_kserve(rest_v1_client): service_name = "mnist" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -64,13 +65,16 @@ def test_torchserve_kserve(): kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/torchserve_input.json") - assert res.get("predictions")[0] == 2 + res = await predict_isvc( + rest_v1_client, service_name, "./data/torchserve_input.json" + ) + assert res["predictions"][0] == 2 kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.predictor -def test_torchserve_v2_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_torchserve_v2_kserve(rest_v2_client): service_name = "mnist-v2" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -99,19 +103,20 @@ def test_torchserve_v2_kserve(): kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict( + res = await predict_isvc( + rest_v2_client, service_name, "./data/torchserve_input_v2.json", model_name="mnist", - protocol_version="v2", ) - assert res.get("outputs")[0]["data"] == [1] + assert res.outputs[0].data == [1] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.grpc @pytest.mark.predictor -def test_torchserve_grpc_v2(): +@pytest.mark.asyncio(scope="session") +async def test_torchserve_grpc_v2(): service_name = "mnist-grpc" model_name = "mnist" predictor = V1beta1PredictorSpec( @@ -153,16 +158,17 @@ def test_torchserve_grpc_v2(): }, } ] - response = predict_grpc( + response = await predict_grpc( service_name=service_name, payload=payload, model_name=model_name ) - fields = response.outputs[0].contents.int64_contents + fields = response.outputs[0].data assert fields == [2] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.predictor -def test_torchserve_runtime_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_torchserve_runtime_kserve(rest_v1_client): service_name = "mnist-runtime" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -194,6 +200,8 @@ def test_torchserve_runtime_kserve(): kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/torchserve_input.json", model_name="mnist") - assert res.get("predictions")[0] == 2 + res = await predict_isvc( + rest_v1_client, service_name, "./data/torchserve_input.json", model_name="mnist" + ) + assert res["predictions"][0] == 2 kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/predictor/test_triton.py b/test/e2e/predictor/test_triton.py index cad559c7041..5774216f9cd 100644 --- a/test/e2e/predictor/test_triton.py +++ b/test/e2e/predictor/test_triton.py @@ -27,12 +27,13 @@ from kserve import V1beta1TritonSpec from kserve import constants from ..common.utils import KSERVE_TEST_NAMESPACE -from ..common.utils import predict +from ..common.utils import predict_isvc @pytest.mark.predictor @pytest.mark.path_based_routing -def test_triton(): +@pytest.mark.asyncio(scope="session") +async def test_triton(rest_v2_client): service_name = "isvc-triton" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -80,21 +81,23 @@ def test_triton(): for deployment in deployments.items: print(deployment) raise e - res = predict( + res = await predict_isvc( + rest_v2_client, service_name, "./data/cifar10_input_v2.json", model_name="cifar10", - protocol_version="v2", ) - assert np.argmax(res.get("outputs")[0]["data"]) == 3 + assert np.argmax(res.outputs[0].data) == 3 kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) # Not testable in ODH until the following issue is solved: # https://github.com/opendatahub-io/odh-model-controller/issues/59 -@pytest.mark.fast +@pytest.mark.transformer +@pytest.mark.path_based_routing +@pytest.mark.asyncio(scope="session") @pytest.mark.skip(reason="Not testable in ODH at the moment") -def test_triton_runtime_with_transformer(): +async def test_triton_runtime_with_transformer(rest_v1_client): service_name = "isvc-triton-runtime" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -160,6 +163,8 @@ def test_triton_runtime_with_transformer(): for deployment in deployments.items: print(deployment) raise e - res = predict(service_name, "./data/image.json", model_name="cifar10") - assert np.argmax(res.get("predictions")[0]) == 5 + res = await predict_isvc( + rest_v1_client, service_name, "./data/image.json", model_name="cifar10" + ) + assert np.argmax(res["predictions"][0]) == 5 kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/predictor/test_xgboost.py b/test/e2e/predictor/test_xgboost.py index 363cc28c5f7..21f89032081 100644 --- a/test/e2e/predictor/test_xgboost.py +++ b/test/e2e/predictor/test_xgboost.py @@ -30,12 +30,13 @@ constants, ) -from ..common.utils import KSERVE_TEST_NAMESPACE, predict, predict_grpc +from ..common.utils import KSERVE_TEST_NAMESPACE, predict_isvc, predict_grpc @pytest.mark.predictor @pytest.mark.path_based_routing -def test_xgboost_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_xgboost_kserve(rest_v1_client): service_name = "isvc-xgboost" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -62,14 +63,15 @@ def test_xgboost_kserve(): ) kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/iris_input.json") + res = await predict_isvc(rest_v1_client, service_name, "./data/iris_input.json") assert res["predictions"] == [1, 1] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.predictor @pytest.mark.path_based_routing -def test_xgboost_v2_mlserver(): +@pytest.mark.asyncio(scope="session") +async def test_xgboost_v2_mlserver(rest_v2_client): service_name = "isvc-xgboost-v2-mlserver" protocol_version = "v2" @@ -83,6 +85,12 @@ def test_xgboost_v2_mlserver(): requests={"cpu": "50m", "memory": "128Mi"}, limits={"cpu": "100m", "memory": "1024Mi"}, ), + readiness_probe=client.V1Probe( + http_get=client.V1HTTPGetAction( + path=f"/v2/models/{service_name}/ready", port=8080 + ), + initial_delay_seconds=30, + ), ), ) @@ -101,15 +109,20 @@ def test_xgboost_v2_mlserver(): kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/iris_input_v2.json", protocol_version="v2") - assert res["outputs"][0]["data"] == [1.0, 1.0] + res = await predict_isvc( + rest_v2_client, + service_name, + "./data/iris_input_v2.json", + ) + assert res.outputs[0].data == [1.0, 1.0] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.predictor @pytest.mark.path_based_routing -def test_xgboost_runtime_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_xgboost_runtime_kserve(rest_v1_client): service_name = "isvc-xgboost-runtime" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -139,14 +152,15 @@ def test_xgboost_runtime_kserve(): ) kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/iris_input.json") + res = await predict_isvc(rest_v1_client, service_name, "./data/iris_input.json") assert res["predictions"] == [1, 1] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.predictor @pytest.mark.path_based_routing -def test_xgboost_v2_runtime_mlserver(): +@pytest.mark.asyncio(scope="session") +async def test_xgboost_v2_runtime_mlserver(rest_v2_client): service_name = "isvc-xgboost-v2-runtime" protocol_version = "v2" @@ -163,6 +177,12 @@ def test_xgboost_v2_runtime_mlserver(): requests={"cpu": "50m", "memory": "128Mi"}, limits={"cpu": "100m", "memory": "1024Mi"}, ), + readiness_probe=client.V1Probe( + http_get=client.V1HTTPGetAction( + path=f"/v2/models/{service_name}/ready", port=8080 + ), + initial_delay_seconds=30, + ), ), ) @@ -181,15 +201,20 @@ def test_xgboost_v2_runtime_mlserver(): kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/iris_input_v2.json", protocol_version="v2") - assert res["outputs"][0]["data"] == [1.0, 1.0] + res = await predict_isvc( + rest_v2_client, + service_name, + "./data/iris_input_v2.json", + ) + assert res.outputs[0].data == [1.0, 1.0] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.predictor @pytest.mark.path_based_routing -def test_xgboost_v2(): +@pytest.mark.asyncio(scope="session") +async def test_xgboost_v2(rest_v2_client): service_name = "isvc-xgboost-v2" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -221,15 +246,20 @@ def test_xgboost_v2(): kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/iris_input_v2.json", protocol_version="v2") - assert res["outputs"][0]["data"] == [1.0, 1.0] + res = await predict_isvc( + rest_v2_client, + service_name, + "./data/iris_input_v2.json", + ) + assert res.outputs[0].data == [1.0, 1.0] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.grpc @pytest.mark.predictor -def test_xgboost_v2_grpc(): +@pytest.mark.asyncio(scope="session") +async def test_xgboost_v2_grpc(): service_name = "isvc-xgboost-v2-grpc" model_name = "xgboost" predictor = V1beta1PredictorSpec( @@ -266,10 +296,10 @@ def test_xgboost_v2_grpc(): json_file = open("./data/iris_input_v2_grpc.json") payload = json.load(json_file)["inputs"] - response = predict_grpc( + response = await predict_grpc( service_name=service_name, payload=payload, model_name=model_name ) - prediction = list(response.outputs[0].contents.fp32_contents) + prediction = response.outputs[0].data assert prediction == [1.0, 1.0] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/qpext/test_qpext.py b/test/e2e/qpext/test_qpext.py index c88298fb271..6d4c39ff3a6 100644 --- a/test/e2e/qpext/test_qpext.py +++ b/test/e2e/qpext/test_qpext.py @@ -11,11 +11,12 @@ # See the License for the specific language governing permissions and # limitations under the License. -import logging +import asyncio import os -import time + +import pytest import requests -import portforward +from portforward import AsyncPortForwarder from kubernetes import client from kserve import ( constants, @@ -25,10 +26,11 @@ V1beta1PredictorSpec, V1beta1SKLearnSpec, ) +from kserve.logging import logger from kubernetes.client import V1ResourceRequirements from ..common.utils import KSERVE_TEST_NAMESPACE, get_cluster_ip -from ..common.utils import predict +from ..common.utils import predict_isvc ENABLE_METRIC_AGG = "serving.kserve.io/enable-metric-aggregation" @@ -36,7 +38,8 @@ METRICS_PATH = "metrics" -def test_qpext_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_qpext_kserve(rest_v2_client): # test the qpext using the sklearn predictor service_name = "sklearn-v2-metrics" protocol_version = "v2" @@ -49,6 +52,12 @@ def test_qpext_kserve(): requests={"cpu": "50m", "memory": "128Mi"}, limits={"cpu": "100m", "memory": "512Mi"}, ), + readiness_probe=client.V1Probe( + http_get=client.V1HTTPGetAction( + path=f"/v2/models/{service_name}/ready", port=8080 + ), + initial_delay_seconds=30, + ), ), ) @@ -78,17 +87,19 @@ def test_qpext_kserve(): cluster_ip=get_cluster_ip(), ) - res = predict( - service_name, "./data/iris_input_v2.json", protocol_version=protocol_version + res = await predict_isvc( + rest_v2_client, + service_name, + "./data/iris_input_v2.json", ) - assert res["outputs"][0]["data"] == [1, 1] + assert res.outputs[0].data == [1, 1] - send_metrics_request(kserve_client, service_name) + await send_metrics_request(kserve_client, service_name) kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) -def send_metrics_request(kserve_client, service_name): - time.sleep(10) +async def send_metrics_request(kserve_client, service_name): + await asyncio.sleep(10) pods = kserve_client.core_api.list_namespaced_pod( KSERVE_TEST_NAMESPACE, label_selector="serving.kserve.io/inferenceservice={}".format(service_name), @@ -100,15 +111,17 @@ def send_metrics_request(kserve_client, service_name): break url = f"http://localhost:{METRICS_AGG_PORT}/{METRICS_PATH}" - with portforward.forward( + port_forwarder = AsyncPortForwarder( KSERVE_TEST_NAMESPACE, pod_name, METRICS_AGG_PORT, METRICS_AGG_PORT - ): - logging.info(f"metrics request url: {url}") - response = requests.get(url) - logging.info(f"response: {response}, content: {response.content}") - logging.info( - "Got response code %s, content %s", response.status_code, response.content - ) + ) + await port_forwarder.forward() + logger.info(f"metrics request url: {url}") + response = requests.get(url) + await port_forwarder.stop() + logger.info(f"response: {response}, content: {response.content}") + logger.info( + "Got response code %s, content %s", response.status_code, response.content + ) - assert response.status_code == 200 - assert len(response.content) > 0 + assert response.status_code == 200 + assert len(response.content) > 0 diff --git a/test/e2e/storagespec/test_s3_storagespec.py b/test/e2e/storagespec/test_s3_storagespec.py index 1b90798ea20..12e3229b5a3 100644 --- a/test/e2e/storagespec/test_s3_storagespec.py +++ b/test/e2e/storagespec/test_s3_storagespec.py @@ -25,13 +25,14 @@ from kubernetes.client import V1ResourceRequirements import pytest -from ..common.utils import predict +from ..common.utils import predict_isvc from ..common.utils import KSERVE_TEST_NAMESPACE @pytest.mark.predictor @pytest.mark.path_based_routing -def test_sklearn_s3_storagespec_kserve(): +@pytest.mark.asyncio(scope="session") +async def test_sklearn_s3_storagespec_kserve(rest_v1_client): service_name = "isvc-sklearn-s3" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -62,6 +63,6 @@ def test_sklearn_s3_storagespec_kserve(): ) kserve_client.create(isvc) kserve_client.wait_isvc_ready(service_name, namespace=KSERVE_TEST_NAMESPACE) - res = predict(service_name, "./data/iris_input.json") + res = await predict_isvc(rest_v1_client, service_name, "./data/iris_input.json") assert res["predictions"] == [1, 1] kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/transformer/test_collocation.py b/test/e2e/transformer/test_collocation.py index 506d4dcf9cd..6db667ea2bf 100644 --- a/test/e2e/transformer/test_collocation.py +++ b/test/e2e/transformer/test_collocation.py @@ -26,7 +26,7 @@ from kubernetes.client import V1EnvVar from kubernetes.client import V1ContainerPort import pytest -from ..common.utils import predict +from ..common.utils import predict_isvc from ..common.utils import ( KSERVE_TEST_NAMESPACE, INFERENCESERVICE_CONTAINER, @@ -36,7 +36,8 @@ @pytest.mark.collocation -def test_transformer_collocation(): +@pytest.mark.asyncio(scope="session") +async def test_transformer_collocation(rest_v1_client): service_name = "custom-model-transformer-collocation" model_name = "mnist" predictor = V1beta1PredictorSpec( @@ -113,16 +114,19 @@ def test_transformer_collocation(): for pod in pods.items: print(pod) raise e - res = predict(service_name, "./data/transformer.json", model_name=model_name) - assert res.get("predictions")[0] == 2 + res = await predict_isvc( + rest_v1_client, service_name, "./data/transformer.json", model_name=model_name + ) + assert res["predictions"][0] == 2 kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) @pytest.mark.raw +@pytest.mark.asyncio(scope="session") @pytest.mark.skip( "The torchserve container fails in OpenShift with permission denied errors" ) -def test_raw_transformer_collocation(): +async def test_raw_transformer_collocation(rest_v1_client): service_name = "raw-custom-model-collocation" model_name = "mnist" predictor = V1beta1PredictorSpec( @@ -204,6 +208,8 @@ def test_raw_transformer_collocation(): for pod in pods.items: print(pod) raise e - res = predict(service_name, "./data/transformer.json", model_name=model_name) - assert res.get("predictions")[0] == 2 + res = await predict_isvc( + rest_v1_client, service_name, "./data/transformer.json", model_name=model_name + ) + assert res["predictions"][0] == 2 kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/transformer/test_raw_transformer.py b/test/e2e/transformer/test_raw_transformer.py index 0fcc98275c6..5ffd3f285e2 100644 --- a/test/e2e/transformer/test_raw_transformer.py +++ b/test/e2e/transformer/test_raw_transformer.py @@ -25,15 +25,16 @@ from kubernetes.client import V1Container from kubernetes.client import V1EnvVar import pytest -from ..common.utils import predict +from ..common.utils import predict_isvc from ..common.utils import KSERVE_TEST_NAMESPACE @pytest.mark.raw +@pytest.mark.asyncio(scope="session") @pytest.mark.skip( "The torchserve container fails in OpenShift with permission denied errors" ) -def test_transformer(): +async def test_transformer(rest_v1_client): service_name = "raw-transformer" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -95,6 +96,8 @@ def test_transformer(): ) raise e - res = predict(service_name, "./data/transformer.json", model_name="mnist") - assert res.get("predictions")[0] == 2 + res = await predict_isvc( + rest_v1_client, service_name, "./data/transformer.json", model_name="mnist" + ) + assert res["predictions"][0] == 2 kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/e2e/transformer/test_transformer.py b/test/e2e/transformer/test_transformer.py index 5f6ba8e1512..0de464188fc 100644 --- a/test/e2e/transformer/test_transformer.py +++ b/test/e2e/transformer/test_transformer.py @@ -25,12 +25,13 @@ from kubernetes.client import V1Container from kubernetes.client import V1EnvVar import pytest -from ..common.utils import predict +from ..common.utils import predict_isvc from ..common.utils import KSERVE_TEST_NAMESPACE @pytest.mark.transformer -def test_transformer(): +@pytest.mark.asyncio(scope="session") +async def test_transformer(rest_v1_client): service_name = "isvc-transformer" predictor = V1beta1PredictorSpec( min_replicas=1, @@ -96,6 +97,8 @@ def test_transformer(): for pod in pods.items: print(pod) raise e - res = predict(service_name, "./data/transformer.json", model_name="mnist") - assert res.get("predictions")[0] == 2 + res = await predict_isvc( + rest_v1_client, service_name, "./data/transformer.json", model_name="mnist" + ) + assert res["predictions"][0] == 2 kserve_client.delete(service_name, KSERVE_TEST_NAMESPACE) diff --git a/test/scripts/aws/run-e2e-tests.sh b/test/scripts/aws/run-e2e-tests.sh index b5213d97e5d..ae3a3e10d65 100755 --- a/test/scripts/aws/run-e2e-tests.sh +++ b/test/scripts/aws/run-e2e-tests.sh @@ -109,6 +109,7 @@ chmod +x $GOPATH/bin/yq sed -i -e "s/latest/${PULL_BASE_SHA}/g" config/overlays/test/configmap/inferenceservice.yaml sed -i -e "s/latest/${PULL_BASE_SHA}/g" config/overlays/test/clusterresources/kustomization.yaml sed -i -e "s/latest/${PULL_BASE_SHA}/g" config/overlays/test/manager_image_patch.yaml +sed -i -e "s/latest/${PULL_BASE_SHA}/g" config/overlays/test/localmodel_manager_image_patch.yaml make deploy-ci echo "Waiting for KServe started ..." diff --git a/test/scripts/gh-actions/build-images.sh b/test/scripts/gh-actions/build-images.sh index c7a23e5fa8a..19f8873734e 100755 --- a/test/scripts/gh-actions/build-images.sh +++ b/test/scripts/gh-actions/build-images.sh @@ -24,6 +24,7 @@ set -o pipefail echo "Github SHA ${GITHUB_SHA}" CONTROLLER_IMG_TAG=${DOCKER_REPO}/${CONTROLLER_IMG}:${GITHUB_SHA} +LOCALMODEL_CONTROLLER_IMG_TAG=${DOCKER_REPO}/${LOCALMODEL_CONTROLLER_IMG}:${GITHUB_SHA} STORAGE_INIT_IMG_TAG=${DOCKER_REPO}/${STORAGE_INIT_IMG}:${GITHUB_SHA} AGENT_IMG_TAG=${DOCKER_REPO}/${AGENT_IMG}:${GITHUB_SHA} ROUTER_IMG_TAG=${DOCKER_REPO}/${ROUTER_IMG}:${GITHUB_SHA} @@ -32,6 +33,10 @@ echo "Building Kserve controller image" docker buildx build . -t "${CONTROLLER_IMG_TAG}" \ -o type=docker,dest="${DOCKER_IMAGES_PATH}/${CONTROLLER_IMG}-${GITHUB_SHA}",compression-level=0 +echo "Building localmodel controller image" +docker buildx build -f localmodel.Dockerfile . -t "${LOCALMODEL_CONTROLLER_IMG_TAG}" \ + -o type=docker,dest="${DOCKER_IMAGES_PATH}/${LOCALMODEL_CONTROLLER_IMG}-${GITHUB_SHA}",compression-level=0 + echo "Building agent image" docker buildx build -f agent.Dockerfile . -t "${AGENT_IMG_TAG}" \ -o type=docker,dest="${DOCKER_IMAGES_PATH}/${AGENT_IMG}-${GITHUB_SHA}",compression-level=0 @@ -40,6 +45,9 @@ echo "Building router image" docker buildx build -f router.Dockerfile . -t "${ROUTER_IMG_TAG}" \ -o type=docker,dest="${DOCKER_IMAGES_PATH}/${ROUTER_IMG}-${GITHUB_SHA}",compression-level=0 +echo "Disk usage before Building storage initializer:" + df -hT + pushd python >/dev/null echo "Building storage initializer" docker buildx build -f storage-initializer.Dockerfile . -t "${STORAGE_INIT_IMG_TAG}" \ diff --git a/test/scripts/gh-actions/build-server-runtimes.sh b/test/scripts/gh-actions/build-server-runtimes.sh index 161ce3c2571..43fd6733720 100755 --- a/test/scripts/gh-actions/build-server-runtimes.sh +++ b/test/scripts/gh-actions/build-server-runtimes.sh @@ -44,27 +44,41 @@ pushd python >/dev/null echo "Building Sklearn image" docker buildx build -t "${SKLEARN_IMG_TAG}" -f sklearn.Dockerfile \ -o type=docker,dest="${DOCKER_IMAGES_PATH}/${SKLEARN_IMG}-${GITHUB_SHA}",compression-level=0 . + echo "Disk usage after Building Sklearn image:" + df -hT echo "Building XGB image" docker buildx build -t "${XGB_IMG_TAG}" -f xgb.Dockerfile \ -o type=docker,dest="${DOCKER_IMAGES_PATH}/${XGB_IMG}-${GITHUB_SHA}",compression-level=0 . + echo "Disk usage after Building XGB image:" + df -hT echo "Building LGB image" docker buildx build -t "${LGB_IMG_TAG}" -f lgb.Dockerfile \ -o type=docker,dest="${DOCKER_IMAGES_PATH}/${LGB_IMG}-${GITHUB_SHA}",compression-level=0 . + echo "Disk usage after Building LGB image:" + df -hT echo "Building PMML image" docker buildx build -t "${PMML_IMG_TAG}" -f pmml.Dockerfile \ -o type=docker,dest="${DOCKER_IMAGES_PATH}/${PMML_IMG}-${GITHUB_SHA}",compression-level=0 . + echo "Disk usage after Building PMML image:" + df -hT echo "Building Paddle image" docker buildx build -t "${PADDLE_IMG_TAG}" -f paddle.Dockerfile \ -o type=docker,dest="${DOCKER_IMAGES_PATH}/${PADDLE_IMG}-${GITHUB_SHA}",compression-level=0 . + echo "Disk usage after Building Paddle image:" + df -hT echo "Building Custom model gRPC image" docker buildx build -t "${CUSTOM_MODEL_GRPC_IMG_TAG}" -f custom_model_grpc.Dockerfile \ -o type=docker,dest="${DOCKER_IMAGES_PATH}/${CUSTOM_MODEL_GRPC_IMG}-${GITHUB_SHA}",compression-level=0 . + echo "Disk usage after Building Custom model gRPC image:" + df -hT echo "Building image transformer gRPC image" docker buildx build -t "${CUSTOM_TRANSFORMER_GRPC_IMG_TAG}" -f custom_transformer_grpc.Dockerfile \ -o type=docker,dest="${DOCKER_IMAGES_PATH}/${CUSTOM_TRANSFORMER_GRPC_IMG}-${GITHUB_SHA}",compression-level=0 . echo "Building Huggingface image" docker buildx build -t "${HUGGINGFACE_IMG_TAG}" -f huggingface_server.Dockerfile \ -o type=docker,dest="${DOCKER_IMAGES_PATH}/${HUGGINGFACE_IMG}-${GITHUB_SHA}",compression-level=0 . + echo "Disk usage after Building image transformer gRPC image:" + df -hT fi if [[ " ${types[*]} " =~ "explainer" ]]; then diff --git a/test/scripts/gh-actions/install-knative-operator.sh b/test/scripts/gh-actions/install-knative-operator.sh index ab866f3ab9e..e75052cb796 100755 --- a/test/scripts/gh-actions/install-knative-operator.sh +++ b/test/scripts/gh-actions/install-knative-operator.sh @@ -20,16 +20,8 @@ set -o errexit set -o nounset set -o pipefail -KNATIVE_OPERATOR_PLUGIN_VERSION="knative-v1.13.0" -KNATIVE_OPERATOR_VERSION="1.13.1" -KNATIVE_CLI_VERSION="knative-v1.13.0" - -echo "Installing Knative cli ..." -wget https://github.com/knative/client/releases/download/"${KNATIVE_CLI_VERSION}"/kn-linux-amd64 -O /usr/local/bin/kn && chmod +x /usr/local/bin/kn +KNATIVE_OPERATOR_VERSION="v1.14.5" echo "Installing Knative Operator ..." -wget https://github.com/knative-sandbox/kn-plugin-operator/releases/download/"${KNATIVE_OPERATOR_PLUGIN_VERSION}"/kn-operator-linux-amd64 -O kn-operator && chmod +x kn-operator -mkdir -p ~/.config/kn/plugins -mv kn-operator ~/.config/kn/plugins -kn operator install -n knative-operator -v "${KNATIVE_OPERATOR_VERSION}" -kubectl wait --for=condition=Ready pods --all --timeout=300s -n knative-operator +helm install knative-operator --namespace knative-operator --create-namespace --wait \ + https://github.com/knative/operator/releases/download/knative-${KNATIVE_OPERATOR_VERSION}/knative-operator-${KNATIVE_OPERATOR_VERSION}.tgz diff --git a/test/scripts/gh-actions/run-e2e-tests.sh b/test/scripts/gh-actions/run-e2e-tests.sh index 292a301d4f1..e3d460fb9f0 100755 --- a/test/scripts/gh-actions/run-e2e-tests.sh +++ b/test/scripts/gh-actions/run-e2e-tests.sh @@ -30,5 +30,5 @@ fi PARALLELISM="${2:-1}" source python/kserve/.venv/bin/activate pushd test/e2e >/dev/null - pytest -m "$1" --ignore=qpext --log-level=INFO -o log_cli=true -n $PARALLELISM --dist worksteal + pytest -m "$1" --ignore=qpext --log-cli-level=INFO -n $PARALLELISM --dist worksteal popd diff --git a/test/scripts/gh-actions/setup-deps.sh b/test/scripts/gh-actions/setup-deps.sh index fbf5e018d48..b187897ff46 100755 --- a/test/scripts/gh-actions/setup-deps.sh +++ b/test/scripts/gh-actions/setup-deps.sh @@ -25,7 +25,7 @@ SCRIPT_DIR="$( cd -- "$( dirname -- "${BASH_SOURCE[0]:-$0}"; )" &> /dev/null && DEPLOYMENT_MODE="${1:-'serverless'}" ISTIO_VERSION="1.20.4" -CERT_MANAGER_VERSION="v1.5.0" +CERT_MANAGER_VERSION="v1.15.1" YQ_VERSION="v4.28.1" echo "Installing yq ..." @@ -63,10 +63,8 @@ if [[ $DEPLOYMENT_MODE != "raw" ]];then echo "Installing Knative serving ..." kubectl apply -f ./test/overlays/knative/knative-serving-istio.yaml - # sleep to avoid running kubectl wait before pods are created - sleep 15 echo "Waiting for Knative to be ready ..." - kubectl wait --for=condition=Ready pods --all --timeout=400s -n knative-serving -l 'app in (webhook, activator,autoscaler,autoscaler-hpa,controller,net-istio-controller,net-istio-webhook)' + kubectl wait --for=condition=Ready -n knative-serving KnativeServing knative-serving --timeout=300s # echo "Add knative hpa..." # kubectl apply -f https://github.com/knative/serving/releases/download/knative-v1.0.0/serving-hpa.yaml fi diff --git a/test/scripts/gh-actions/setup-kourier.sh b/test/scripts/gh-actions/setup-kourier.sh index 6dd02ab2b1b..9869daaf964 100755 --- a/test/scripts/gh-actions/setup-kourier.sh +++ b/test/scripts/gh-actions/setup-kourier.sh @@ -21,7 +21,7 @@ set -o errexit set -o nounset set -o pipefail -CERT_MANAGER_VERSION="v1.5.0" +CERT_MANAGER_VERSION="v1.15.1" YQ_VERSION="v4.28.1" echo "Installing yq ..." @@ -31,11 +31,9 @@ source ./test/scripts/gh-actions/install-knative-operator.sh echo "Installing Knative serving and Kourier..." kubectl apply -f ./test/overlays/knative/knative-serving-kourier.yaml -# sleep to avoid running kubectl wait before pods are created -sleep 15 echo "Waiting for Knative and Kourier to be ready ..." -kubectl wait --for=condition=Ready pods --all --timeout=300s -n knative-serving -l 'app in (webhook, activator,autoscaler,autoscaler-hpa,controller,net-kourier-controller,3scale-kourier-gateway)' +kubectl wait --for=condition=Ready -n knative-serving KnativeServing knative-serving --timeout=300s echo "Installing cert-manager ..." kubectl create namespace cert-manager diff --git a/test/scripts/gh-actions/setup-poetry.sh b/test/scripts/gh-actions/setup-poetry.sh index 1b358d6da9b..ce1ab80aae9 100755 --- a/test/scripts/gh-actions/setup-poetry.sh +++ b/test/scripts/gh-actions/setup-poetry.sh @@ -20,7 +20,7 @@ set -o errexit set -o nounset set -o pipefail -export POETRY_VERSION=1.7.1 +export POETRY_VERSION=1.8.3 echo "Installing Poetry $POETRY_VERSION ..." pip install poetry==$POETRY_VERSION poetry config virtualenvs.create true diff --git a/test/scripts/gh-actions/update-test-overlays.sh b/test/scripts/gh-actions/update-test-overlays.sh index 292d6534a6b..f3a574d9919 100755 --- a/test/scripts/gh-actions/update-test-overlays.sh +++ b/test/scripts/gh-actions/update-test-overlays.sh @@ -25,4 +25,7 @@ sed -i -e "s/latest/${GITHUB_SHA}/g" config/overlays/test/configmap/inferenceser sed -i -e "s/latest/${GITHUB_SHA}/g" config/overlays/test/clusterresources/kustomization.yaml # Update controller image tag -sed -i -e "s/latest/${GITHUB_SHA}/g" config/overlays/test/manager_image_patch.yaml \ No newline at end of file +sed -i -e "s/latest/${GITHUB_SHA}/g" config/overlays/test/manager_image_patch.yaml + +# Update localmodel controller image tag +sed -i -e "s/latest/${GITHUB_SHA}/g" config/overlays/test/localmodel_manager_image_patch.yaml diff --git a/tools/tf2openapi/Dockerfile b/tools/tf2openapi/Dockerfile index 2202d798f93..8bdce89078b 100644 --- a/tools/tf2openapi/Dockerfile +++ b/tools/tf2openapi/Dockerfile @@ -1,5 +1,5 @@ # Build the manager binary -FROM golang:1.21 as builder +FROM golang:1.22 AS builder # Copy in the go src WORKDIR /go/src/github.com/kserve/kserve diff --git a/tools/tf2openapi/generator/tensorflow_serving_protocol.go b/tools/tf2openapi/generator/tensorflow_serving_protocol.go index 467ba69c94f..7aaa72578bd 100644 --- a/tools/tf2openapi/generator/tensorflow_serving_protocol.go +++ b/tools/tf2openapi/generator/tensorflow_serving_protocol.go @@ -22,7 +22,7 @@ func (g *Generator) tfServingOpenAPI(model types.TFSavedModel) (*openapi3.T, err if err != nil { return &openapi3.T{}, err } - return &openapi3.T{ + api := &openapi3.T{ OpenAPI: "3.0.0", Components: &openapi3.Components{ Responses: map[string]*openapi3.ResponseRef{ @@ -41,24 +41,23 @@ func (g *Generator) tfServingOpenAPI(model types.TFSavedModel) (*openapi3.T, err }, }, }, - Paths: openapi3.Paths{ - fmt.Sprintf(pathTemplate, g.name, g.version): &openapi3.PathItem{ - Post: &openapi3.Operation{ - RequestBody: &openapi3.RequestBodyRef{ - Ref: fmt.Sprintf(requestRefTemplate, requestName), - }, - - Responses: openapi3.Responses{ - "200": &openapi3.ResponseRef{ - Ref: fmt.Sprintf(responseRefTemplate, responseName), - }, - }, - }, - }, - }, + Paths: &openapi3.Paths{}, Info: &openapi3.Info{ Title: "TFServing Predict Request API", Version: "1.0", }, - }, nil + } + responses := openapi3.Responses{} + responses.Set("200", &openapi3.ResponseRef{ + Ref: fmt.Sprintf(responseRefTemplate, responseName), + }) + api.Paths.Set(fmt.Sprintf(pathTemplate, g.name, g.version), &openapi3.PathItem{ + Post: &openapi3.Operation{ + RequestBody: &openapi3.RequestBodyRef{ + Ref: fmt.Sprintf(requestRefTemplate, requestName), + }, + Responses: &responses, + }, + }) + return api, nil } diff --git a/tools/tf2openapi/types/tfdtype_test.go b/tools/tf2openapi/types/tfdtype_test.go index eae4a161cee..4fc7d367bb8 100644 --- a/tools/tf2openapi/types/tfdtype_test.go +++ b/tools/tf2openapi/types/tfdtype_test.go @@ -43,11 +43,11 @@ func TestTFDTypeSchemaB64(t *testing.T) { tfDType := DtB64String schema := tfDType.Schema() expectedSchema := &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeObject}, Properties: map[string]*openapi3.SchemaRef{ "b64": { Value: &openapi3.Schema{ - Type: "string", + Type: &openapi3.Types{openapi3.TypeString}, }, }, }, diff --git a/tools/tf2openapi/types/tfmetagraph_test.go b/tools/tf2openapi/types/tfmetagraph_test.go index bc03229eaf0..741feedea54 100644 --- a/tools/tf2openapi/types/tfmetagraph_test.go +++ b/tools/tf2openapi/types/tfmetagraph_test.go @@ -199,19 +199,19 @@ func TestTFMetaGraphTypical(t *testing.T) { g := gomega.NewGomegaWithT(t) tfMetaGraph := expectedTFMetaGraph() expectedRequestSchema := &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeObject}, Properties: map[string]*openapi3.SchemaRef{ "instances": { Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: func(u uint64) *uint64 { return &u }(3), MinItems: 3, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, }, }, }, @@ -226,19 +226,19 @@ func TestTFMetaGraphTypical(t *testing.T) { }, } expectedResponseSchema := &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeObject}, Properties: map[string]*openapi3.SchemaRef{ "predictions": { Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: func(u uint64) *uint64 { return &u }(3), MinItems: 3, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, }, }, }, diff --git a/tools/tf2openapi/types/tfsavedmodel_test.go b/tools/tf2openapi/types/tfsavedmodel_test.go index 7b4f9773bb8..4f07e1e0811 100644 --- a/tools/tf2openapi/types/tfsavedmodel_test.go +++ b/tools/tf2openapi/types/tfsavedmodel_test.go @@ -109,19 +109,19 @@ func TestTFSavedModelTypical(t *testing.T) { g := gomega.NewGomegaWithT(t) tfSavedModel := expectedTFSavedModel() expectedRequestSchema := &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeObject}, Properties: map[string]*openapi3.SchemaRef{ "instances": { Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: func(u uint64) *uint64 { return &u }(3), MinItems: 3, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, }, }, }, @@ -136,19 +136,19 @@ func TestTFSavedModelTypical(t *testing.T) { }, } expectedResponseSchema := &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeObject}, Properties: map[string]*openapi3.SchemaRef{ "predictions": { Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: func(u uint64) *uint64 { return &u }(3), MinItems: 3, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, }, }, }, diff --git a/tools/tf2openapi/types/tfsignaturedef.go b/tools/tf2openapi/types/tfsignaturedef.go index a5fad00ffab..c322add8efd 100644 --- a/tools/tf2openapi/types/tfsignaturedef.go +++ b/tools/tf2openapi/types/tfsignaturedef.go @@ -116,7 +116,7 @@ func canHaveRowSchema(t []TFTensor) bool { func (t *TFSignatureDef) rowFormatWrapper() (*openapi3.Schema, *openapi3.Schema) { // https://www.tensorflow.org/tfx/serving/api_rest#specifying_input_tensors_in_row_format return &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeObject}, Properties: map[string]*openapi3.SchemaRef{ "instances": rowSchema(t.Inputs).NewRef(), }, @@ -126,7 +126,7 @@ func (t *TFSignatureDef) rowFormatWrapper() (*openapi3.Schema, *openapi3.Schema) Schema: nil, }, }, &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeObject}, Properties: map[string]*openapi3.SchemaRef{ "predictions": rowSchema(t.Outputs).NewRef(), }, @@ -141,7 +141,7 @@ func (t *TFSignatureDef) rowFormatWrapper() (*openapi3.Schema, *openapi3.Schema) func (t *TFSignatureDef) colFormatWrapper() (*openapi3.Schema, *openapi3.Schema) { // https://www.tensorflow.org/tfx/serving/api_rest#specifying_input_tensors_in_column_format return &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeObject}, Properties: map[string]*openapi3.SchemaRef{ "inputs": colSchema(t.Inputs).NewRef(), }, @@ -151,7 +151,7 @@ func (t *TFSignatureDef) colFormatWrapper() (*openapi3.Schema, *openapi3.Schema) Schema: nil, }, }, &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeObject}, Properties: map[string]*openapi3.SchemaRef{ "outputs": colSchema(t.Outputs).NewRef(), }, diff --git a/tools/tf2openapi/types/tfsignaturedef_test.go b/tools/tf2openapi/types/tfsignaturedef_test.go index 261a647624e..1f857555d4d 100644 --- a/tools/tf2openapi/types/tfsignaturedef_test.go +++ b/tools/tf2openapi/types/tfsignaturedef_test.go @@ -43,19 +43,19 @@ func outputTensors() []TFTensor { // corresponding response schemas in row and col fmt for SignatureDef above func expectedResponseSchemaRowFmt() *openapi3.Schema { return &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeObject}, Properties: map[string]*openapi3.SchemaRef{ "predictions": { Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: utils.UInt64(3), MinItems: 3, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, }, }, }, @@ -73,19 +73,19 @@ func expectedResponseSchemaRowFmt() *openapi3.Schema { } func expectedResponseSchemaColFmt() *openapi3.Schema { return &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeArray}, Properties: map[string]*openapi3.SchemaRef{ "outputs": { Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: utils.UInt64(3), MinItems: 3, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, }, }, }, @@ -196,40 +196,40 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { Outputs: outputTensors(), }, expectedRequestSchema: &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeArray}, Properties: map[string]*openapi3.SchemaRef{ "instances": { Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeArray}, Properties: map[string]*openapi3.SchemaRef{ "signal": { Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: utils.UInt64(5), MinItems: 5, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, }, }, }, }, "sensor": { Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: utils.UInt64(2), MinItems: 2, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: utils.UInt64(2), MinItems: 2, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, }, }, }, @@ -258,19 +258,19 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { "RowSchemaSingleTensor": { tfSigDef: expectedTFSignatureDef(), expectedRequestSchema: &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeArray}, Properties: map[string]*openapi3.SchemaRef{ "instances": { Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: utils.UInt64(3), MinItems: 3, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, }, }, }, @@ -306,25 +306,25 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { Outputs: outputTensors(), }, expectedRequestSchema: &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeArray}, Properties: map[string]*openapi3.SchemaRef{ "inputs": { Value: &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeArray}, Properties: map[string]*openapi3.SchemaRef{ "signal": { Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: utils.UInt64(2), MinItems: 2, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: utils.UInt64(5), MinItems: 5, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, }, }, }, @@ -333,22 +333,22 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { }, "sensor": { Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: utils.UInt64(2), MinItems: 2, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: utils.UInt64(2), MinItems: 2, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: utils.UInt64(2), MinItems: 2, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, }, }, }, @@ -387,21 +387,21 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { }, Outputs: outputTensors(), }, expectedRequestSchema: &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeArray}, Properties: map[string]*openapi3.SchemaRef{ "inputs": { Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: utils.UInt64(2), MinItems: 2, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: utils.UInt64(5), MinItems: 5, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, }, }, }, @@ -429,7 +429,7 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { Outputs: outputTensors(), }, expectedRequestSchema: &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeArray}, Properties: map[string]*openapi3.SchemaRef{ "inputs": { Value: &openapi3.Schema{}, @@ -457,11 +457,11 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { Outputs: outputTensors(), }, expectedRequestSchema: &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeArray}, Properties: map[string]*openapi3.SchemaRef{ "inputs": { Value: &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, }, }, }, @@ -493,20 +493,20 @@ func TestTFSignatureDefVariousFmt(t *testing.T) { Outputs: outputTensors(), }, expectedRequestSchema: &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeArray}, Properties: map[string]*openapi3.SchemaRef{ "inputs": { Value: &openapi3.Schema{ - Type: "object", + Type: &openapi3.Types{openapi3.TypeArray}, Properties: map[string]*openapi3.SchemaRef{ "signal": { Value: &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, }, }, "sensor": { Value: &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, }, }, }, diff --git a/tools/tf2openapi/types/tftensor_test.go b/tools/tf2openapi/types/tftensor_test.go index 7def8e4a7c6..fea48615f10 100644 --- a/tools/tf2openapi/types/tftensor_test.go +++ b/tools/tf2openapi/types/tftensor_test.go @@ -118,12 +118,12 @@ func TestTFTensorRowSchemaTypical(t *testing.T) { tfTensor := expectedTFTensor() schema := tfTensor.RowSchema() expectedSchema := &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: func(u uint64) *uint64 { return &u }(3), MinItems: 3, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, }, }, } @@ -140,7 +140,7 @@ func TestTFTensorRowSchemaScalarPerInstance(t *testing.T) { } schema := tfTensor.RowSchema() expectedSchema := &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, } g.Expect(schema).Should(gomega.Equal(expectedSchema)) } @@ -155,17 +155,17 @@ func TestTFTensorRowSchemaNested(t *testing.T) { } schema := tfTensor.RowSchema() expectedSchema := &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: func(u uint64) *uint64 { return &u }(1), MinItems: 1, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: func(u uint64) *uint64 { return &u }(2), MinItems: 2, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, }, }, }, @@ -184,7 +184,7 @@ func TestTFTensorRowSchemaZeroDimSize(t *testing.T) { } schema := tfTensor.RowSchema() expectedSchema := &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: func(u uint64) *uint64 { return &u }(0), MinItems: 0, } @@ -201,15 +201,15 @@ func TestTFTensorRowSchemaUnknownDimSize(t *testing.T) { } schema := tfTensor.RowSchema() expectedSchema := &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: func(u uint64) *uint64 { return &u }(2), MinItems: 2, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, }, }, }, @@ -235,15 +235,15 @@ func TestTFTensorColSchemaTypicalRowEquiv(t *testing.T) { tfTensor := expectedTFTensor() schema := tfTensor.ColSchema() expectedSchema := &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: func(u uint64) *uint64 { return &u }(3), MinItems: 3, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, }, }, }, @@ -262,17 +262,17 @@ func TestTFTensorColSchemaNonBatchable(t *testing.T) { } schema := tfTensor.ColSchema() expectedSchema := &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: func(u uint64) *uint64 { return &u }(1), MinItems: 1, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "array", + Type: &openapi3.Types{openapi3.TypeArray}, MaxItems: func(u uint64) *uint64 { return &u }(2), MinItems: 2, Items: &openapi3.SchemaRef{ Value: &openapi3.Schema{ - Type: "number", + Type: &openapi3.Types{openapi3.TypeNumber}, }, }, },