ML Pipelines #14
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| name: ML Pipelines | ||
| on: | ||
| schedule: | ||
| - cron: '0 */2 * * *' # Runs every two hours | ||
| push: | ||
| branches: | ||
| - main | ||
| workflow_dispatch: # Allows manual triggering from GitHub UI | ||
| concurrency: | ||
| group: ${{ github.workflow }}-${{ github.ref }} | ||
| cancel-in-progress: true | ||
| jobs: | ||
| # feature_engineering: | ||
| # name: Feature Engineering | ||
| # runs-on: ubuntu-latest | ||
| # steps: | ||
| # - name: Checkout repository | ||
| # uses: actions/checkout@v3 | ||
| # - uses: ./.github/actions/setup | ||
| # - name: Run pipeline | ||
| # run: uv run ipython notebooks/1_feature_engineering.ipynb | ||
| # env: | ||
| # HOPSWORKS_API_KEY: ${{ secrets.HOPSWORKS_API_KEY }} | ||
| # train_retrieval: | ||
| # needs: feature_engineering | ||
| # name: Train Retrieval Model | ||
| # runs-on: ubuntu-latest | ||
| # steps: | ||
| # - name: Checkout repository | ||
| # uses: actions/checkout@v3 | ||
| # - uses: ./.github/actions/setup | ||
| # - name: Run pipeline | ||
| # run: uv run ipython notebooks/2_train_retrieval_model.ipynb | ||
| # env: | ||
| # HOPSWORKS_API_KEY: ${{ secrets.HOPSWORKS_API_KEY }} | ||
| # create_embeddings: | ||
| # needs: train_retrieval | ||
| # name: Create Embeddings | ||
| # runs-on: ubuntu-latest | ||
| # steps: | ||
| # - name: Checkout repository | ||
| # uses: actions/checkout@v3 | ||
| # - uses: ./.github/actions/setup | ||
| # - name: Run pipeline | ||
| # run: uv run ipython notebooks/3_embeddings_creation.ipynb | ||
| # env: | ||
| # HOPSWORKS_API_KEY: ${{ secrets.HOPSWORKS_API_KEY }} | ||
| train_ranking: | ||
|
Check failure on line 60 in .github/workflows/ml_pipelines.yaml
|
||
| needs: create_embeddings | ||
| name: Train Ranking Model | ||
| runs-on: ubuntu-latest | ||
| steps: | ||
| - name: Checkout repository | ||
| uses: actions/checkout@v3 | ||
| - uses: ./.github/actions/setup | ||
| - name: Run pipeline | ||
| run: uv run ipython notebooks/4_train_ranking_model.ipynb | ||
| env: | ||
| HOPSWORKS_API_KEY: ${{ secrets.HOPSWORKS_API_KEY }} | ||
