precision #16
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| name: CI | |
| on: [push, pull_request] | |
| jobs: | |
| run: | |
| name: ${{ matrix.os }} py==${{ matrix.python_version }} - sklearn${{ matrix.sklearn_version }} - ${{ matrix.onnxrt_version }} | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| matrix: | |
| os: [ubuntu-latest, macos-latest, windows-latest] | |
| python_version: ['3.12', '3.11', '3.10', '3.9'] | |
| include: | |
| - python_version: '3.12' | |
| documentation: 0 | |
| numpy_version: '>=1.21.1' | |
| scipy_version: '>=1.7.0' | |
| onnx_version: 'onnx==1.16.0' | |
| onnxrt_version: 'onnxruntime==1.18.0' | |
| sklearn_version: '==1.4.2' | |
| lgbm_version: ">=4" | |
| xgboost_version: ">=2" | |
| - python_version: '3.11' | |
| documentation: 1 | |
| numpy_version: '>=1.21.1' | |
| scipy_version: '>=1.7.0' | |
| onnx_version: 'onnx<1.16.0' | |
| onnxrt_version: 'onnxruntime==1.17.3' | |
| sklearn_version: '==1.4.2' | |
| lgbm_version: ">=4" | |
| xgboost_version: ">=2" | |
| - python_version: '3.10' | |
| documentation: 0 | |
| numpy_version: '>=1.21.1' | |
| scipy_version: '>=1.7.0' | |
| onnx_version: 'onnx==1.14.1' | |
| onnxrt_version: 'onnxruntime==1.16.3' | |
| sklearn_version: '==1.4.2' | |
| lgbm_version: "<4" | |
| xgboost_version: "<2" | |
| - python_version: '3.9' | |
| documentation: 0 | |
| numpy_version: '>=1.21.1' | |
| scipy_version: '>=1.7.0' | |
| onnx_version: 'onnx==1.13.0' | |
| onnxrt_version: 'onnxruntime==1.14.1' | |
| sklearn_version: '==1.4.2' | |
| lgbm_version: "<4" | |
| xgboost_version: "<2" | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v4 | |
| - name: Set up Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python_version }} | |
| - name: Install requirements | |
| run: python -m pip install -r requirements.txt | |
| - name: Install requirements dev | |
| run: python -m pip install -r requirements-dev.txt | |
| - name: Cache pip | |
| uses: actions/cache@v4 | |
| with: | |
| path: ~/.cache/pip | |
| key: ${{ runner.os }}-pip-${{ hashFiles('requirements-dev.txt') }} | |
| restore-keys: | | |
| ${{ runner.os }}-pip- | |
| ${{ runner.os }}- | |
| - name: Install specific versions | |
| run: pip install "${{ matrix.onnx_version }}" "${{ matrix.onnxrt_version }}" "numpy${{ matrix.numpy_version }}" "scikit-learn${{ matrix.sklearn_version}}" "scipy${{ matrix.scipy_version }}" "xgboost${{ matrix.xgboost_version }}" | |
| - name: Install lightgbm | |
| if: matrix.os != 'macos-latest' | |
| run: pip install "lightgbm${{ matrix.lgbm_version }}" | |
| - name: Install | |
| run: pip install -e . | |
| - name: versions | |
| run: | | |
| python -c "from numpy import __version__;print('numpy', __version__)" | |
| python -c "from pandas import __version__;print('pandas', __version__)" | |
| python -c "from scipy import __version__;print('scipy', __version__)" | |
| python -c "from sklearn import __version__;print('sklearn', __version__)" | |
| python -c "from onnxruntime import __version__;print('onnxruntime', __version__)" | |
| python -c "from onnx import __version__;print('onnx', __version__)" | |
| python -c "from xgboost import __version__;print('xgboost', __version__)" | |
| python -c "from catboost import __version__;print('catboost', __version__)" | |
| python -c "import onnx.defs;print('onnx_opset_version', onnx.defs.onnx_opset_version())" | |
| - name: versions lightgbm | |
| if: matrix.os != 'macos-latest' | |
| run: | | |
| python -c "from lightgbm import __version__;print('lightgbm', __version__)" | |
| - name: Run tests baseline | |
| run: pytest --maxfail=10 --durations=10 tests/baseline | |
| - name: Run tests utils | |
| run: pytest --maxfail=10 --durations=10 tests/utils | |
| - name: Run tests catboost | |
| run: pytest --maxfail=10 --durations=10 tests/catboost | |
| - name: Run tests lightgbm | |
| if: matrix.os != 'macos-latest' | |
| run: pytest --maxfail=10 --durations=10 tests/lightgbm | |
| - name: Run tests xgboost | |
| run: pytest --maxfail=10 --durations=10 tests/xgboost | |
| - name: Run tests svmlib | |
| run: pytest --maxfail=10 --durations=10 tests/svmlib | |
| - name: Run tests h2o | |
| if: matrix.os != 'macos-latest' | |
| run: | | |
| pip install h2o | |
| pytest --maxfail=10 --durations=10 tests/h2o | |
| - name: Run tests pysparkml | |
| if: matrix.os != 'macos-latest' && matrix.python_version != '3.12' | |
| run: pytest --maxfail=10 --durations=10 tests/sparkml | |
| - name: Run tests hummingbirdml | |
| if: matrix.os != 'macos-latest' | |
| run: | | |
| pip install torch --extra-index-url https://download.pytorch.org/whl/cpu | |
| pip install hummingbird-ml --no-deps | |
| pytest --maxfail=10 --durations=10 tests/hummingbirdml | |
| - name: Run tests baseline | |
| run: pytest --maxfail=10 --durations=10 tests/baseline | |
| - name: build | |
| run: pip wheel . | |
| - uses: actions/upload-artifact@v4 | |
| with: | |
| path: ./dist/** |