initial commit hw metrics queue #91
Workflow file for this run
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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 |