ML for Developers

.github/workflows/serve.yaml

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+name: serve
+on:
+  workflow_dispatch:  # manual
+  push:
+    branches:
+    - main
+permissions: write-all
+
+jobs:
+  serve:
+    runs-on: ubuntu-22.04
+    steps:
+
+      # Configure AWS credentials
+      - name: Configure AWS credentials
+        uses: aws-actions/configure-aws-credentials@v2
+        with:
+          role-to-assume: arn:aws:iam::593241322649:role/github-actions-madewithml
+          role-session-name: s3access
+          aws-region: us-west-2
+
+      # Set up dependencies
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+        with:
+          python-version: '3.10.11'
+          cache: 'pip'
+      - run: python3 -m pip install anyscale==0.5.131 typer==0.9.0
+
+      # Serve model
+      - name: Serve model
+        run: |
+          export ANYSCALE_HOST=${{ secrets.ANYSCALE_HOST }}
+          export ANYSCALE_CLI_TOKEN=${{ secrets.ANYSCALE_CLI_TOKEN }}
+          anyscale service rollout --service-config-file deploy/services/serve_model.yaml