|
| 1 | +name: Test Tutorial Pipelines |
| 2 | + |
| 3 | +on: |
| 4 | + schedule: |
| 5 | + # Run daily at 9 AM UTC |
| 6 | + - cron: "0 9 * * *" |
| 7 | + push: |
| 8 | + branches: [main, develop] |
| 9 | + pull_request: |
| 10 | + branches: [main, develop] |
| 11 | + workflow_dispatch: |
| 12 | + |
| 13 | +jobs: |
| 14 | + test-pipelines: |
| 15 | + runs-on: ubuntu-latest |
| 16 | + |
| 17 | + strategy: |
| 18 | + matrix: |
| 19 | + pipeline: |
| 20 | + - { name: "Hello World", path: "pipelines/helloWorld", file: "hello_pipeline.py" } |
| 21 | + - { name: "Caching", path: "pipelines/caching", file: "cache_pipeline.py" } |
| 22 | + - { name: "Fan Out", path: "pipelines/fanOut", file: "fan_pipeline.py" } |
| 23 | + - { name: "Metadata", path: "pipelines/metadata", file: "meta_pipeline.py" } |
| 24 | + - { name: "Parameters", path: "pipelines/parameters", file: "param_pipeline.py" } |
| 25 | + - { name: "Retries", path: "pipelines/retries", file: "robust_pipeline.py" } |
| 26 | + - { name: "Step I/O", path: "pipelines/stepIO", file: "io_pipeline.py" } |
| 27 | + - { name: "Tagging", path: "pipelines/tagging", file: "tagged_pipeline.py" } |
| 28 | + - { name: "Visualizations", path: "pipelines/visualizations", file: "viz_pipeline.py" } |
| 29 | + - { name: "YAML Config", path: "pipelines/yamlConfig", file: "yaml_pipeline.py" } |
| 30 | + fail-fast: false |
| 31 | + |
| 32 | + steps: |
| 33 | + - name: Checkout repository |
| 34 | + uses: actions/checkout@v4 |
| 35 | + |
| 36 | + - name: Set up Python |
| 37 | + uses: actions/setup-python@v4 |
| 38 | + with: |
| 39 | + python-version: "3.9" |
| 40 | + |
| 41 | + - name: Install dependencies |
| 42 | + run: | |
| 43 | + python -m pip install --upgrade pip |
| 44 | + # Install latest ZenML version |
| 45 | + pip install zenml[server] --upgrade |
| 46 | + # Install project dependencies |
| 47 | + pip install -r requirements.txt |
| 48 | +
|
| 49 | + - name: Initialize ZenML |
| 50 | + run: | |
| 51 | + zenml init |
| 52 | + zenml integration install discord -y |
| 53 | +
|
| 54 | + - name: Set up Discord alerter (if secrets available) |
| 55 | + env: |
| 56 | + DISCORD_TOKEN_SRE: ${{ secrets.DISCORD_TOKEN_SRE }} |
| 57 | + DISCORD_SRE_CHANNEL_ID: ${{ secrets.DISCORD_SRE_CHANNEL_ID }} |
| 58 | + if: ${{ env.DISCORD_TOKEN_SRE != '' && env.DISCORD_SRE_CHANNEL_ID != '' }} |
| 59 | + run: | |
| 60 | + # Create Discord secret |
| 61 | + zenml secret create discord_secret --discord_token="${DISCORD_TOKEN_SRE}" || true |
| 62 | + # Register Discord alerter |
| 63 | + zenml alerter register discord_alerter \ |
| 64 | + --flavor=discord \ |
| 65 | + --discord_token="${DISCORD_TOKEN_SRE}" \ |
| 66 | + --default_discord_channel_id="${DISCORD_SRE_CHANNEL_ID}" || true |
| 67 | + # Add to default stack |
| 68 | + zenml stack update default -al discord_alerter || true |
| 69 | +
|
| 70 | + - name: Run ${{ matrix.pipeline.name }} Pipeline |
| 71 | + id: run_pipeline |
| 72 | + working-directory: ${{ matrix.pipeline.path }} |
| 73 | + continue-on-error: true |
| 74 | + run: | |
| 75 | + echo "Running ${{ matrix.pipeline.name }} pipeline..." |
| 76 | + python ${{ matrix.pipeline.file }} |
| 77 | +
|
| 78 | + - name: Check pipeline result |
| 79 | + if: steps.run_pipeline.outcome == 'failure' |
| 80 | + run: | |
| 81 | + echo "Pipeline ${{ matrix.pipeline.name }} failed!" |
| 82 | + exit 1 |
| 83 | +
|
| 84 | + notify-discord: |
| 85 | + needs: test-pipelines |
| 86 | + runs-on: ubuntu-latest |
| 87 | + if: ${{ failure() }} |
| 88 | + |
| 89 | + steps: |
| 90 | + - name: Send Discord notification on failure |
| 91 | + uses: Ilshidur/action-discord@master |
| 92 | + env: |
| 93 | + DISCORD_WEBHOOK: ${{ secrets.DISCORD_WEBHOOK_SRE }} |
| 94 | + with: |
| 95 | + args: | |
| 96 | + 🚨 **Pipeline Test Failure Alert** 🚨 |
| 97 | +
|
| 98 | + **Repository:** ${{ github.repository }} |
| 99 | + **Branch:** ${{ github.ref_name }} |
| 100 | + **Workflow:** ${{ github.workflow }} |
| 101 | + **Run:** ${{ github.run_id }} |
| 102 | +
|
| 103 | + Some tutorial pipelines failed to run with the latest ZenML version. |
| 104 | +
|
| 105 | + **Details:** ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }} |
| 106 | +
|
| 107 | + Please investigate and fix the failing pipelines. |
| 108 | +
|
| 109 | + @here #sre-alerts |
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