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.gitlab-ci.yml
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.gitlab-ci.yml
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stages:
- setup
- build
- deploy
- fetch-feedback
- training
fetch-mlflow-model:
image: python:3.8-slim-buster
stage: setup
cache:
key: $CI_COMMIT_REF_SLUG
paths:
- production.model
policy: pull-push
script:
- pip install mlflow
- mv $(python api/fetch_mlflow.py) production.model
only:
- main
- tags
except:
- schedules
build-react-application:
image: node:16.16
stage: setup
cache:
key: $CI_COMMIT_REF_SLUG
paths:
- web/my-app/build/
policy: pull-push
script:
- cd web/my-app
- npm install
- npm run build
only:
- main
except:
- schedules
build-api:
stage: build
image:
name: gcr.io/kaniko-project/executor:debug
entrypoint: [""]
cache:
key: $CI_COMMIT_REF_SLUG
paths:
- production.model
policy: pull-push
script:
- mkdir -p /kaniko/.docker
- mv production.model ${CI_PROJECT_DIR_API}/
- echo "{\"auths\":{\"${CI_REGISTRY}\":{\"auth\":\"$(printf "%s:%s" "${CI_REGISTRY_USER}" "${CI_REGISTRY_PASSWORD}" | base64 | tr -d '\n')\"}}}" > /kaniko/.docker/config.json
- >-
/kaniko/executor
--context "${CI_PROJECT_DIR_API}/"
--dockerfile "${CI_PROJECT_DIR_API}/dockerfiles/api.dockerfile"
--destination "${CI_REGISTRY_IMAGE_API}:${CI_COMMIT_SHORT_SHA}"
only:
- main
- tags
except:
- schedules
build-frontend:
stage: build
image:
name: gcr.io/kaniko-project/executor:debug
entrypoint: [""]
cache:
key: $CI_COMMIT_REF_SLUG
paths:
- web/my-app/build/
policy: pull-push
script:
- mkdir -p /kaniko/.docker
- echo "{\"auths\":{\"${CI_REGISTRY}\":{\"auth\":\"$(printf "%s:%s" "${CI_REGISTRY_USER}" "${CI_REGISTRY_PASSWORD}" | base64 | tr -d '\n')\"}}}" > /kaniko/.docker/config.json
- >-
/kaniko/executor
--context "${CI_PROJECT_DIR_FRONTEND}/"
--dockerfile "${CI_PROJECT_DIR_FRONTEND}/dockerfile"
--destination "${CI_REGISTRY_IMAGE_FRONTEND}:${CI_COMMIT_SHORT_SHA}"
only:
- main
except:
- schedules
deploy-kubernetes:
stage: deploy
image:
name: bitnami/kubectl:latest
entrypoint: ['']
script:
- kubectl config set clusters.k8s.certificate-authority-data $K8S_CERTIFICATE
- kubectl config set clusters.k8s.server $K8S_SERVER
- kubectl config set users.ci-user.token $K8S_TOKEN
- kubectl config set-context ci-k8s --cluster=k8s --user=ci-user --namespace=group1
- kubectl config use-context ci-k8s
- kubectl get pods
- kubectl set image deployment/csr-api-deployment csr-api=benedick/csr-api:$CI_COMMIT_SHORT_SHA
- kubectl set image deployment/csr-frontend-deployment csr-frontend=benedick/csr-frontend:$CI_COMMIT_SHORT_SHA
only:
- main
- tags
except:
- schedules
build-fetch-feedback:
stage: build
image:
name: gcr.io/kaniko-project/executor:debug
entrypoint: [""]
script:
- mkdir -p /kaniko/.docker
- echo "{\"auths\":{\"${CI_REGISTRY}\":{\"auth\":\"$(printf "%s:%s" "${CI_REGISTRY_USER}" "${CI_REGISTRY_PASSWORD}" | base64 | tr -d '\n')\"}}}" > /kaniko/.docker/config.json
- >-
/kaniko/executor
--context "${CI_PROJECT_DIR_API}/"
--dockerfile "${CI_PROJECT_DIR_API}/dockerfiles/training.dockerfile"
--destination "${CI_REGISTRY_IMAGE_TRAINING}:latest"
only:
- schedules
build-training:
stage: build
image:
name: gcr.io/kaniko-project/executor:debug
entrypoint: [""]
script:
- mkdir -p /kaniko/.docker
- echo "{\"auths\":{\"${CI_REGISTRY}\":{\"auth\":\"$(printf "%s:%s" "${CI_REGISTRY_USER}" "${CI_REGISTRY_PASSWORD}" | base64 | tr -d '\n')\"}}}" > /kaniko/.docker/config.json
- >-
/kaniko/executor
--context "${CI_PROJECT_DIR_API}/"
--dockerfile "${CI_PROJECT_DIR_API}/dockerfiles/kubectl-envsubst.dockerfile"
--destination "${CI_REGISTRY_IMAGE_KUBECTL_ENVSUBST}:latest"
only:
- schedules
fetch-feedback:
image: benedick/csr-training:latest
stage: fetch-feedback
script:
# prepare git commits/push from CI, see https://stackoverflow.com/a/51466047
- mkdir -pvm 0700 ~/.ssh
- echo "$SSH_DEPLOY_KEY" > ~/.ssh/id_rsa
- chmod 600 ~/.ssh/id_rsa
- ssh-keyscan -H 'git.URL.de' >> ~/.ssh/known_hosts
- git config --global user.email $(git --no-pager show -s --format='%ae' HEAD)
- git config --global user.name $(git --no-pager show -s --format='%an' HEAD)
- git remote set-url --push origin "git@git.URL.git"
- git checkout $CI_COMMIT_REF_NAME
- git pull
# prepare dvc
- dvc remote add -d minio s3://group1 -f --local
- dvc remote modify minio endpointurl "$MINIO_ENDPOINT" --local
- dvc remote modify minio secret_access_key $MINIO_SECRET_KEY --local
- dvc remote modify minio access_key_id $MINIO_ACCESS_KEY --local
- dvc pull datasets/feedback.csv
# fetch feedback and commit
- curl 'http://URL.de/api/feedback/yesterday' | tail -n+2 >> datasets/feedback.csv
- dvc add datasets/feedback.csv
- git add datasets/feedback.csv.dvc
- dvc push
- git commit -m "Add feedback from $(date -d 'yesterday 13:00' '+%Y-%m-%d')" || true # don't let the pipeline fail if there are no changes
- git push -o ci.skip
only:
- schedules
training:
stage: training
image:
name: benedick/csr-kubectl-envsubst:latest
entrypoint: ['']
timeout: 8 hours
script:
- kubectl config set clusters.k8s.certificate-authority-data $K8S_CERTIFICATE
- kubectl config set clusters.k8s.server $K8S_SERVER
- kubectl config set users.ci-user.token $K8S_TOKEN
- kubectl config set-context ci-k8s --cluster=k8s --user=ci-user --namespace=group1
- kubectl config use-context ci-k8s
- kubectl get pods
- kubectl delete job csr-training || true
- SSH_DEPLOY_KEY=$(printf "%s" "$SSH_DEPLOY_KEY" | base64 -w 0)
- cat .kube/csr-training.yaml | envsubst | kubectl apply -f -
- sleep 120
- kubectl logs --follow $(kubectl get pods -l app=csr-training --no-headers | cut -d " " -f 1)
only:
- schedules