inference-pipeline #4386
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| name: inference-pipeline | |
| on: | |
| #workflow_run: | |
| #workflows: ["feature-pipeline"] | |
| #types: | |
| #- completed | |
| schedule: | |
| - cron: '30 * * * *' | |
| workflow_dispatch: | |
| env: | |
| PYTHON_VERSION: 3.9 | |
| POETRY_VERSION: 1.6.1 | |
| POETRY_URL: https://install.python-poetry.org | |
| jobs: | |
| inference_pipeline: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v3 | |
| # Poetry cache depends on OS, Python version and Poetry version. | |
| - name: Cache Poetry cache | |
| uses: actions/cache@v3 | |
| with: | |
| path: ~/.cache/pypoetry | |
| key: poetry-cache-${{ runner.os }}-${{ env.PYTHON_VERSION }}-${{ env.POETRY_VERSION }} | |
| # virtualenv cache should depends on OS, Python version and `poetry.lock` (and optionally workflow files). | |
| - name: Cache Packages | |
| uses: actions/cache@v3 | |
| with: | |
| path: ~/.local | |
| key: poetry-${{ runner.os }}-${{ env.PYTHON_VERSION }}-${{ hashFiles('**/poetry.lock') }}-${{ hashFiles('.github/workflows/*.yml') }} | |
| - name: Set up Python ${{ env.PYTHON_VERSION }} | |
| uses: actions/setup-python@v3 | |
| with: | |
| python-version: ${{ env.PYTHON_VERSION }} | |
| - name: Install Poetry | |
| run: | | |
| curl -sSL ${{ env.POETRY_URL }} | python - --version ${{ env.POETRY_VERSION }} | |
| echo "$HOME/.local/bin" >> $GITHUB_PATH | |
| - name: Install Dependencies | |
| run: | | |
| poetry install | |
| - name: Generating new batch of predictions | |
| env: | |
| HOPSWORKS_API_KEY: ${{ secrets.HOPSWORKS_API_KEY }} | |
| HOPSWORKS_PROJECT_NAME: ${{ secrets.HOPSWORKS_PROJECT_NAME }} | |
| COMET_ML_API_KEY: ${{ secrets.COMET_ML_API_KEY }} | |
| COMET_ML_WORKSPACE: ${{ secrets.COMET_ML_WORKSPACE }} | |
| COMET_ML_PROJECT_NAME: ${{ secrets.COMET_ML_PROJECT_NAME }} | |
| run: make inference | |