Merge pull request #21 from demml/add-hw-table #110
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| name: Examples | |
| on: | |
| pull_request: | |
| types: | |
| - opened | |
| - synchronize | |
| push: | |
| branches: | |
| - main | |
| jobs: | |
| Test-Examples: | |
| strategy: | |
| matrix: | |
| python-version: ["3.10"] | |
| poetry-version: ["1.7.1"] | |
| os: [ubuntu] | |
| runs-on: ${{ matrix.os }}-latest | |
| env: | |
| OPSML_TESTING: 1 | |
| LOG_LEVEL: DEBUG | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Install poetry | |
| run: pipx install poetry==${{ matrix.poetry-version }} | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| cache: 'poetry' | |
| - run : make setup.project | |
| - name: Run Sklearn Basic example | |
| run : poetry run python examples/sklearn/basic.py && rm -rf mlruns && rm tmp.db | |
| - name: Run Sklearn Basic Polars example | |
| run : poetry run python examples/sklearn/basic_polars.py && rm -rf mlruns && rm tmp.db | |
| - name: Run Sklearn Pipeline example | |
| run : poetry run python examples/sklearn/pipeline.py && rm -rf mlruns && rm tmp.db | |
| - name: Run Catboost example | |
| run : poetry run python examples/boosters/catboost_example.py && rm -rf mlruns && rm tmp.db | |
| - name: Run LightGBM Booster example | |
| run : poetry run python examples/boosters/lightgbm_boost.py && rm -rf mlruns && rm tmp.db | |
| - name: Run LightGBM Sklearn example | |
| run : poetry run python examples/boosters/lightgbm_sklearn.py && rm -rf mlruns && rm tmp.db | |
| - name: Run XGBoost Booster example | |
| run : poetry run python examples/boosters/xgboost_sklearn.py && rm -rf mlruns && rm tmp.db | |
| - name: Run TensorFlow example | |
| run : poetry run python examples/torch/torch_example.py && rm -rf mlruns && rm tmp.db | |
| - name: Run Torch example | |
| run : poetry run python examples/tensorflow/tf_example.py && rm -rf mlruns && rm tmp.db | |
| - name: Run Torch Lightning example | |
| run : poetry run python examples/torch/torch_lightning_example.py && rm -rf mlruns && rm tmp.db | |
| - name: Run HuggingFace example | |
| run : poetry run python examples/huggingface/hf_example.py && rm -rf mlruns && rm tmp.db | |
| - name: Run Vowpal Wabbit example | |
| run : poetry run python examples/vowpal/vowpal_example.py && rm -rf mlruns && rm tmp.db | |
| - name: Run Project example | |
| run : poetry run python examples/run_tracking/opsml_run_example.py && rm -rf mlruns && rm tmp.db | |
| - name: Run Challenger examples | |
| run : | | |
| poetry run python examples/challenger/registered_example.py && rm -rf mlruns && rm tmp.db | |
| poetry run python examples/challenger/unregistered_example.py && rm -rf mlruns && rm tmp.db |