Improved interaction with exposed models #99
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| name: Pull Request | ||
| on: | ||
| workflow_dispatch: | ||
| pull_request: | ||
| branches: | ||
| - main | ||
| jobs: | ||
| test: | ||
| runs-on: ubuntu-latest | ||
| services: | ||
| postgres: | ||
| image: postgres:14.3-alpine | ||
| env: | ||
| POSTGRES_DB: postgres | ||
| POSTGRES_PORT: 5432 | ||
| POSTGRES_USER: postgres | ||
| POSTGRES_PASSWORD: postgres | ||
| ports: | ||
| - '127.0.0.1:5432:5432' | ||
| mlflow: | ||
| image: ghcr.io/mlflow/mlflow:v2.15.0 | ||
| entrypoint: [ | ||
| "/bin/sh", | ||
| "-c", | ||
| "mlflow server --backend-store-uri file:///app/mlflow-server/experiments --artifacts-destination file:///app/mlflow-server/artifacts --host 0.0.0.0 --port 8000" | ||
| ] | ||
| steps: | ||
| - uses: actions/checkout@v3 | ||
| - uses: actions/setup-python@v4 | ||
| with: | ||
| python-version: "3.10" | ||
| - uses: actions/cache@v3 | ||
| id: cache-venv | ||
| with: | ||
| path: | | ||
| ~/.local | ||
| .venv | ||
| key: ${{ hashFiles('**/poetry.lock') }}-${{ steps.setup-python.outputs.python-version }}-1 | ||
| - name: Install Poetry | ||
| uses: snok/install-poetry@v1 | ||
| with: | ||
| virtualenvs-create: false | ||
| version: 1.5.0 | ||
| - run: | | ||
| python -m venv .venv --upgrade-deps | ||
| source .venv/bin/activate | ||
| poetry install --no-interaction --all-extras | ||
| if: steps.cache-venv.outputs.cache-hit != 'true' | ||
| - name: Run tests | ||
| env: | ||
| PSQL_DATABASE_TEST: postgresql://postgres:postgres@localhost:5432/postgres | ||
| MLFLOW_TRACKING_URI: http://mlflow-tracker:8000 | ||
| MLFLOW_REGISTRY_URI: http://mlflow-tracker:8000 | ||
| run: | | ||
| source .venv/bin/activate | ||
| pytest | ||
