🧩 Serverless deployment to AWS #10
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| name: "🧩 Serverless deployment to AWS" | |
| permissions: | |
| contents: read | |
| on: | |
| workflow_dispatch: | |
| push: | |
| branches: | |
| - main | |
| paths: | |
| - "*.yml" | |
| env: | |
| AWS_ACCESS_KEY_ID: "${{ secrets.AWS_ACCESS_KEY_ID }}" | |
| AWS_SECRET_ACCESS_KEY: "${{ secrets.AWS_SECRET_ACCESS_KEY }}" | |
| jobs: | |
| deploy: | |
| name: "deploy" | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| node-version: [20.x] | |
| steps: | |
| - name: "Checkout" | |
| uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 | |
| - name: "Get latest lambda tags from AWS ECR" | |
| id: "lambda-verions" | |
| run: | | |
| echo "DATA_PREPROCESSING_VERSION=$(aws ecr describe-images \ | |
| --output json \ | |
| --repository-name mlops-data-preprocessing \ | |
| --query 'sort_by(imageDetails,& imagePushedAt)[-1].imageTags[0]' \ | |
| | jq . --raw-output)" \ | |
| >> "$GITHUB_OUTPUT" | |
| echo "MODEL_TRAINING_VERSION=$(aws ecr describe-images \ | |
| --output json \ | |
| --repository-name mlops-model-training \ | |
| --query 'sort_by(imageDetails,& imagePushedAt)[-1].imageTags[0]' \ | |
| | jq . --raw-output)" \ | |
| >> "$GITHUB_OUTPUT" | |
| echo "MODEL_DEPLOYMENT_VERSION=$(aws ecr describe-images \ | |
| --output json \ | |
| --repository-name mlops-model-deployment \ | |
| --query 'sort_by(imageDetails,& imagePushedAt)[-1].imageTags[0]' \ | |
| | jq . --raw-output)" \ | |
| >> "$GITHUB_OUTPUT" | |
| - name: "Serverless deployment" | |
| uses: serverless/github-action@189dd6854a3b12ecff4a02c49351779f919933ca | |
| with: | |
| args: -c "serverless plugin install --name serverless-iam-roles-per-function && serverless deploy" | |
| entrypoint: /bin/sh | |
| env: | |
| DATA_PREPROCESSING_VERSION: ${{ steps.lambda-verions.outputs.DATA_PREPROCESSING_VERSION }} | |
| MODEL_TRAINING_VERSION: ${{ steps.lambda-verions.outputs.MODEL_TRAINING_VERSION }} | |
| MODEL_DEPLOYMENT_VERSION: ${{ steps.lambda-verions.outputs.MODEL_DEPLOYMENT_VERSION }} |