azure-pipelines.yml

variables:
  - name: python.version
    value: "3.9"

jobs:
  - job: Linux_Sklearn
    pool:
      vmImage: "ubuntu-20.04"
    steps:
      - task: UsePythonVersion@0
        displayName: "Use Python $(python.version)"
        inputs:
          versionSpec: "$(python.version)"
      - script: |
          pip install -r requirements-common.txt
          pip install -r sklearn_bench/requirements.txt
          python runner.py --configs configs/testing/sklearn.json
        displayName: Run bench
  - job: Linux_XGBoost
    pool:
      vmImage: "ubuntu-20.04"
    steps:
      - task: UsePythonVersion@0
        displayName: "Use Python $(python.version)"
        inputs:
          versionSpec: "$(python.version)"
      - script: |
          pip install -r requirements-common.txt
          pip install -r xgboost_bench/requirements.txt
          python runner.py --configs configs/testing/xgboost.json --no-intel-optimized
        displayName: Run bench
  - job: Linux_daal4py
    pool:
      vmImage: "ubuntu-20.04"
    steps:
      - task: UsePythonVersion@0
        displayName: "Use Python $(python.version)"
        inputs:
          versionSpec: "$(python.version)"
      - script: |
          pip install -r requirements-common.txt
          pip install -r daal4py_bench/requirements.txt
          python runner.py --configs configs/testing/daal4py.json --no-intel-optimized
        displayName: Run bench
  - job: Linux_XGBoost_and_daal4py
    pool:
      vmImage: "ubuntu-20.04"
    steps:
      - script: |
          conda update -y -q conda
          conda create -n bench -q -y -c conda-forge python=3.9 pandas xgboost scikit-learn daal4py tqdm requests
        displayName: Create Anaconda environment
      - script: |
          . /usr/share/miniconda/etc/profile.d/conda.sh
          conda activate bench
          python runner.py --configs configs/testing/daal4py_xgboost.json --no-intel-optimized
        displayName: Run bench
  - job: Pep8
    pool:
      vmImage: "ubuntu-20.04"
    steps:
      - task: UsePythonVersion@0
        inputs:
          versionSpec: "$(python.version)"
          addToPath: true
      - script: |
          python -m pip install --upgrade pip setuptools
          pip install flake8 requests
          flake8 --max-line-length=100 --count
        displayName: "PEP 8 check"
  - job: Mypy
    pool:
      vmImage: "ubuntu-20.04"
    steps:
      - task: UsePythonVersion@0
        inputs:
          versionSpec: "$(python.version)"
          addToPath: true
      - script: |
          python -m pip install --upgrade pip setuptools
          pip install mypy data-science-types requests types-requests
          mypy . --ignore-missing-imports
        displayName: "mypy check"