modified pipeline #14
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| on: | |
| push: | |
| branches: [ main ] | |
| pull_request: | |
| branches: [ main ] | |
| name: MLOps AWS | |
| jobs: | |
| deploy: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v2 | |
| - name: Install kubectl | |
| uses: azure/setup-kubectl@v2.0 | |
| with: | |
| version: 'v1.24.0' # default is latest stable | |
| id: install | |
| - name: Configure AWS credentials | |
| uses: aws-actions/configure-aws-credentials@v1 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: us-east-2 | |
| - name: Login to Amazon ECR | |
| id: login-ecr | |
| uses: aws-actions/amazon-ecr-login@v1 | |
| - name: Build, tag, and push the image to Amazon ECR | |
| id: build-image | |
| env: | |
| ECR_REGISTRY: ${{ steps.login-ecr.outputs.registry }} | |
| ECR_REPOSITORY: ${{ secrets.REPO_NAME }} | |
| IMAGE_TAG: latest | |
| run: | | |
| # Build a docker container and push it to ECR | |
| docker build --build-arg AWS_ACCESS_KEY_ID=${{ secrets.AWS_ACCESS_KEY_ID }} \ | |
| --build-arg AWS_SECRET_ACCESS_KEY=${{ secrets.AWS_SECRET_ACCESS_KEY }} \ | |
| -t $ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG . | |
| echo "Pushing image to ECR..." | |
| docker push $ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG | |
| echo "::set-output name=image::$ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG" | |
| - name: Update kube config | |
| run: aws eks update-kubeconfig --name mlops | |
| - name: Deploy to EKS | |
| run: | | |
| kubectl apply -f deployment.yml | |
| kubectl apply -f service.yml | |