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| name: Deploy to Amazon ECS | |
| on: | |
| push: | |
| branches: | |
| - master | |
| env: | |
| AWS_REGION: us-west-2 | |
| ECR_REPOSITORY: ml | |
| ECS_CLUSTER: mlops-magic-production-cluster | |
| ECS_SERVICE: mlops-magic-production-ecs-service | |
| ECS_TASK_DEFINITION: mlops-magic-task | |
| CONTAINER_NAME: mlops-magic-production-container | |
| jobs: | |
| deploy: | |
| name: Deploy | |
| runs-on: ubuntu-latest | |
| environment: production | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v3 | |
| - name: Configure AWS credentials | |
| uses: aws-actions/configure-aws-credentials@13d241b293754004c80624b5567555c4a39ffbe3 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: ${{ env.AWS_REGION }} | |
| - name: Login to Amazon ECR | |
| id: login-ecr | |
| uses: aws-actions/amazon-ecr-login@aaf69d68aa3fb14c1d5a6be9ac61fe15b48453a2 | |
| - name: Build, tag, and push image to Amazon ECR | |
| id: build-image | |
| env: | |
| ECR_REGISTRY: ${{ steps.login-ecr.outputs.registry }} | |
| IMAGE_TAG: ${{ github.sha }} | |
| run: | | |
| # Build a docker container and | |
| # push it to ECR so that it can | |
| # be deployed to ECS. | |
| docker build -t $ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG . | |
| docker push $ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG | |
| echo "::set-output name=image::$ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG" | |
| - name: Download task definition | |
| run: | | |
| aws ecs describe-task-definition --task-definition ${{ env.ECS_TASK_DEFINITION }} \ | |
| --query taskDefinition > task-definition.json | |
| - name: Fill in the new image ID in the Amazon ECS task definition | |
| id: task-def | |
| uses: aws-actions/amazon-ecs-render-task-definition@v1 | |
| with: | |
| task-definition: task-definition.json | |
| container-name: ${{ env.CONTAINER_NAME }} | |
| image: ${{ steps.build-image.outputs.image }} | |
| - name: Deploy Amazon ECS task definition | |
| uses: aws-actions/amazon-ecs-deploy-task-definition@v1 | |
| with: | |
| task-definition: ${{ steps.task-def.outputs.task-definition }} | |
| service: ${{ env.ECS_SERVICE }} | |
| cluster: ${{ env.ECS_CLUSTER }} | |
| wait-for-service-stability: true |