Python pytest #385
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| # 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 |