Refactor update train-deploy project #16
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| name: Staging Trigger Train and Deploy Pipeline | |
| on: | |
| pull_request: | |
| types: [opened, synchronize] | |
| branches: [staging, main] | |
| paths: | |
| - 'train_and_deploy/**' | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| jobs: | |
| run-staging-workflow: | |
| runs-on: ubuntu-latest | |
| env: | |
| ZENML_STORE_URL: ${{ secrets.ZENML_BENTO_PROJECTS_HOST }} | |
| ZENML_STORE_API_KEY: ${{ secrets.ZENML_BENTO_PROJECTS_API_KEY }} | |
| ZENML_STAGING_STACK : 281f82f3-6bdb-4951-bbdd-b85b57b463cc # Set this to your staging stack ID | |
| ZENML_GITHUB_SHA: ${{ github.event.pull_request.head.sha }} | |
| ZENML_GITHUB_URL_PR: ${{ github.event.pull_request._links.html.href }} | |
| ZENML_DEBUG: true | |
| ZENML_ANALYTICS_OPT_IN: false | |
| ZENML_LOGGING_VERBOSITY: INFO | |
| ZENML_DISABLE_CLIENT_SERVER_MISMATCH_WARNING: True | |
| steps: | |
| - name: Check out repository code | |
| uses: actions/checkout@v3 | |
| - uses: actions/setup-python@v4 | |
| with: | |
| python-version: '3.11' | |
| - name: Install requirements | |
| working-directory: ./train_and_deploy | |
| run: | | |
| pip3 install -r requirements.txt | |
| zenml integration install bentoml skypilot_kubernetes s3 aws evidently --uv -y | |
| - name: Connect to ZenML server | |
| working-directory: ./train_and_deploy | |
| run: | | |
| zenml init | |
| - name: Set stack (Staging) | |
| working-directory: ./train_and_deploy | |
| run: | | |
| zenml stack set ${{ env.ZENML_STAGING_STACK }} | |
| - name: Run pipeline (Staging) | |
| working-directory: ./train_and_deploy | |
| run: | | |
| python run.py --training |