Tests #2162
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| name: Tests | |
| on: | |
| push: | |
| branches: [ master ] | |
| pull_request: | |
| schedule: | |
| # run every day at midnight | |
| - cron: "0 0 * * *" | |
| defaults: | |
| run: | |
| shell: bash | |
| jobs: | |
| Linting: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - name: Set up Python | |
| uses: actions/setup-python@v5 | |
| - name: Update packages | |
| run: | | |
| pip install -U pip wheel | |
| - uses: pre-commit/[email protected] | |
| TestStable: | |
| name: Ubuntu / Python ${{ matrix.python-version }} / TensorFlow ${{ matrix.tensorflow-version }} / Scikit-Learn Stable | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| python-version: ["3.9", "3.10", "3.11"] | |
| tensorflow-version: ["2.16.1"] | |
| fail-fast: false | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install and Set Up Poetry | |
| run: | | |
| python -m pip install --upgrade poetry | |
| poetry config virtualenvs.in-project true | |
| poetry run python -m pip install --upgrade pip | |
| - name: Install Dependencies | |
| run: | | |
| poetry install | |
| poetry run python -m pip install -U "tensorflow~=${{ matrix.tensorflow-version }}" | |
| - name: Test with pytest | |
| run: | | |
| poetry run python -m pip freeze | |
| poetry run python -m pytest -v --cov=scikeras --cov-report xml --color=yes | |
| - uses: codecov/codecov-action@v1 | |
| TestDev: | |
| name: Ubuntu / Python ${{ matrix.python-version }} / TensorFlow Nightly / Scikit-Learn Nightly | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| python-version: ["3.10"] | |
| fail-fast: false | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install and Set Up Poetry | |
| run: | | |
| python -m pip install --upgrade poetry | |
| poetry config virtualenvs.in-project true | |
| poetry run python -m pip install --upgrade pip | |
| - name: Install Dependencies | |
| run: | | |
| poetry remove scikit-learn | |
| poetry install | |
| - name: Install Nightly Versions | |
| if: always() | |
| run: | | |
| poetry run python -m pip install -U scipy | |
| poetry run python -m pip install -U git+https://github.com/keras-team/keras.git | |
| poetry run python -m pip install -U --pre --extra-index https://pypi.anaconda.org/scipy-wheels-nightly/simple scikit-learn | |
| - name: Test with pytest | |
| if: always() | |
| continue-on-error: true | |
| run: | | |
| poetry run python -m pip freeze | |
| poetry run python -m pytest -v --cov=scikeras --cov-report xml --color=yes | |
| - uses: codecov/codecov-action@v1 | |
| TestOldest: | |
| name: Ubuntu / Python ${{ matrix.python-version }} / TF ${{ matrix.tf-version }} / Scikit-Learn ${{ matrix.sklearn-version }} | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| tf-version: ["2.16.1"] | |
| python-version: ["3.9"] | |
| sklearn-version: ["1.4.1.post1"] | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install and Set Up Poetry | |
| run: | | |
| python -m pip install --upgrade poetry | |
| poetry config virtualenvs.in-project true | |
| poetry run python -m pip install --upgrade pip | |
| - name: Install Dependencies | |
| run: | | |
| poetry install -E tensorflow | |
| poetry run pip install \ | |
| "tensorflow==${{ matrix.tf-version }}" \ | |
| "scikit-learn==${{matrix.sklearn-version}}" | |
| - name: Test with pytest | |
| run: | | |
| poetry run python -m pip freeze | |
| poetry run python -m pytest -v --cov=scikeras --cov-report xml --color=yes | |
| - uses: codecov/codecov-action@v1 | |
| TestOSs: | |
| name: ${{ matrix.os }} / Python ${{ matrix.python-version }} / TF Stable / Scikit-Learn Stable | |
| runs-on: ${{ matrix.os }}-latest | |
| strategy: | |
| matrix: | |
| os: [MacOS, Windows] # test all OSs except Ubuntu, which is already running other tests | |
| python-version: ["3.9", "3.11"] # test only the two extremes of supported Python versions | |
| tensorflow-version: ["2.16.1"] # test only the two extremes of supported TF versions | |
| fail-fast: false | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install and Set Up Poetry | |
| run: | | |
| pip install --upgrade poetry | |
| poetry config virtualenvs.in-project true | |
| poetry run python -m pip install --upgrade pip | |
| - name: Install Dependencies | |
| # TF is sorta dropping support for Windows | |
| # At the very least they are no longer suppporting GPU | |
| # See https://github.com/tensorflow/tensorflow/releases/tag/v2.12.0 | |
| # and | |
| # https://www.tensorflow.org/install/pip#windows-native | |
| run: | | |
| poetry install | |
| poetry run python -m pip install -U "tensorflow~=${{ matrix.tensorflow-version }}" | |
| - name: Test with pytest | |
| run: | | |
| poetry run pip freeze | |
| poetry run python -m pytest -v --cov=scikeras --cov-report xml --color=yes | |
| - uses: codecov/codecov-action@v1 |