python-pytest.yml

# This workflow will install Python dependencies, run tests and lint with a variety of Python versions
# For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions

name: Python pytest

on:
  push:
    branches: [ main ]
  pull_request:
    branches: [ main ]
  schedule:
    # since * is a special character in YAML you have to quote this string
    - cron:  '0 22 1/7 * *'


jobs:
  test_default:
    runs-on: ${{ matrix.os }}
    strategy:
      fail-fast: false
      matrix:
        os: [windows-latest, ubuntu-latest]
#        python-version: ["3.7", "3.8", "3.9", "3.10", "3.11"] #catboost not release for py311 yet
        python-version: ["3.7", "3.8", "3.9", "3.10"]
#        include:
#          - os: ubuntu-20.04
#            python-version: 3.6
        include:
          - os: ubuntu-latest
            python-version: "3.11"

    steps:
    - uses: actions/checkout@v2
    - name: Set up Python ${{ matrix.python-version }}
      uses: actions/setup-python@v2
      with:
        python-version: ${{ matrix.python-version }}
    - name: Install dependencies
      run: |
        python -m pip install --upgrade pip
        pip install -q "numpy<=1.23.5" "pandas<2.0.0" "xgboost<2.1.0"
        pip install -q git+https://github.com/DataCanvasIO/Hypernets
        # pip install git+https://github.com/DataCanvasIO/HyperBoard.git#subdirectory=hboard-widget
        # pip install git+https://github.com/DataCanvasIO/HyperBoard.git#subdirectory=hboard
        pip install -q -r requirements.txt -r requirements-fg.txt -r requirements-dask.txt -r requirements-shap.txt
        pip install -q "numpy<=1.23.5" "pandas<2.0.0" "xgboost<2.1.0" pytest-cov==2.4.0  python-coveralls  codacy-coverage # NOTE: shap is not working with numpy==1.24 now, for further info: https://github.com/slundberg/shap/pull/1890
        pip list
    - name: Test with pytest
      run: |
        pytest --cov=hypergbm --durations=30

  test_with_py36:
    runs-on: ubuntu-20.04
    strategy:
      fail-fast: false
      matrix:
        python-version: ["3.6", ]

    steps:
    - uses: actions/checkout@v2
    - name: Set up Python
      uses: actions/setup-python@v2
      with:
        python-version: ${{ matrix.python-version }}
    - name: Install dependencies
      run: |
        python -m pip install --upgrade pip
        pip install -q   git+https://github.com/DataCanvasIO/Hypernets
        pip install -q -r requirements.txt -r requirements-fg.txt -r requirements-dask.txt -r requirements-shap.txt
        pip install -q pytest-cov==2.4.0  python-coveralls  codacy-coverage
        pip list
    - name: Test with pytest
      run: |
        pytest --cov=hypergbm --durations=30

  test_with_sk024_cb026:
    runs-on: ubuntu-20.04
    strategy:
      fail-fast: false
      matrix:
        python-version: [3.7, 3.8, 3.6]

    steps:
    - uses: actions/checkout@v2
    - name: Set up Python ${{ matrix.python-version }}
      uses: actions/setup-python@v2
      with:
        python-version: ${{ matrix.python-version }}
    - name: Install dependencies
      run: |
        python -m pip install --upgrade pip
        pip install -q "featuretools<1.0" "scikit-learn<1.0" "catboost<1.0"
        pip install -q git+https://github.com/DataCanvasIO/Hypernets
        pip install -q -r requirements.txt "scikit-learn<1.0"
        pip install -q  "numpy<=1.23.5" "pandas<2.0.0" "xgboost<2.1.0" pytest-cov==2.4.0  python-coveralls  codacy-coverage  # TODO remove numpy version limit
        pip list
    - name: Test with pytest
      run: |
        pytest --cov=hypergbm --durations=30