azure-pipelines.yml

variables:
  - name: python.version
    value: '3.8'

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 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 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 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=3.7 pandas xgboost scikit-learn daal4py tqdm
    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: '$(python.version)'
      addToPath: true
  - script: |
      python -m pip install --upgrade pip setuptools
      pip install flake8
      flake8 --max-line-length=100 --count
    displayName: 'PEP 8 check'
- job: Mypy
  pool:
    vmImage: 'ubuntu-20.04'
  steps:
  - task: UsePythonVersion@0
    inputs:
      versionSpec: '$(python.version)'
      addToPath: true
  - script: |
      python -m pip install --upgrade pip setuptools
      pip install mypy data-science-types
      mypy . --ignore-missing-imports
    displayName: 'mypy check'