Test Tutorial Pipelines #28
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| name: Test Tutorial Pipelines | |
| on: | |
| schedule: | |
| # Run daily at 9 AM UTC | |
| - cron: "0 9 * * *" | |
| push: | |
| branches: [main, develop] | |
| pull_request: | |
| branches: [main, develop] | |
| workflow_dispatch: | |
| jobs: | |
| test-pipelines: | |
| runs-on: ubuntu-latest | |
| env: | |
| ZENML_ANALYTICS_OPT_IN: false | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v4 | |
| - name: Set up Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: "3.11" | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install zenml[server] --upgrade | |
| pip install -r requirements.txt | |
| - name: Initialize ZenML | |
| run: | | |
| zenml init | |
| zenml integration install aws s3 -y | |
| - name: Run all tutorial pipelines | |
| id: run_all | |
| run: | | |
| failed=() | |
| for p in \ | |
| "pipelines/helloWorld/hello_pipeline.py" \ | |
| "pipelines/caching/cache_pipeline.py" \ | |
| "pipelines/fanOut/fan_pipeline.py" \ | |
| "pipelines/metadata/meta_pipeline.py" \ | |
| "pipelines/parameters/param_pipeline.py" \ | |
| "pipelines/retries/robust_pipeline.py" \ | |
| "pipelines/stepIO/io_pipeline.py" \ | |
| "pipelines/tagging/tagged_pipeline.py" \ | |
| "pipelines/visualizations/viz_pipeline.py" \ | |
| "pipelines/yamlConfig/yaml_pipeline.py"; do | |
| echo "Running $p…" | |
| if [[ "$p" == *"retries/robust_pipeline.py" ]]; then | |
| PYTHONPATH=$GITHUB_WORKSPACE:$PYTHONPATH python "$p" || echo "⚠ robust_pipeline demo: failure expected" | |
| else | |
| PYTHONPATH=$GITHUB_WORKSPACE:$PYTHONPATH python "$p" || failed+=("$p") | |
| fi | |
| done | |
| if [ "${#failed[@]}" -gt 0 ]; then | |
| echo "Failed pipelines:" | |
| printf " - %s\n" "${failed[@]}" | |
| exit 1 | |
| fi | |
| notify-discord: | |
| needs: test-pipelines | |
| if: ${{ failure() }} | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Send Discord notification on failure | |
| uses: Ilshidur/action-discord@master | |
| env: | |
| DISCORD_WEBHOOK: ${{ secrets.DISCORD_WEBHOOK_SRE }} | |
| with: | |
| args: | | |
| **Pipeline Test Failure Alert** | |
| Repository: ${{ github.repository }} | |
| Branch: ${{ github.ref_name }} | |
| Workflow: ${{ github.workflow }} | |
| Run ID: ${{ github.run_id }} | |
| One or more tutorial pipelines failed with the latest ZenML version. | |
| Details: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }} |