multiple detections #33
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| name: API Endpoint deploy with AWS lambda function inside ECR | |
| on: | |
| push: | |
| branches: | |
| - main | |
| jobs: | |
| Amazon-ECR-Image: | |
| runs-on: ubuntu-latest | |
| env: | |
| AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| AWS_REGION: ${{ secrets.AWS_REGION }} | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: Configure AWS credentials | |
| uses: aws-actions/configure-aws-credentials@v4 | |
| with: | |
| aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws-region: ${{ secrets.AWS_REGION }} | |
| - name: Create ECR repository | |
| run: | | |
| aws ecr describe-repositories --repository-names "${{ secrets.ECR_NAME }}" > /dev/null 2>&1 || \ | |
| aws ecr create-repository --repository-name "${{ secrets.ECR_NAME }}" --image-scanning-configuration scanOnPush=true --image-tag-mutability MUTABLE --query 'repository.{repositoryArn:repositoryArn, repositoryUri:repositoryUri}' | |
| - name: Login to Amazon ECR | |
| id: login-ecr | |
| uses: aws-actions/amazon-ecr-login@v2 | |
| with: | |
| mask-password: 'true' | |
| - name: Build, tag, and push image to Amazon ECR | |
| env: | |
| ECR_REGISTRY: ${{ steps.login-ecr.outputs.registry }} | |
| ECR_REPOSITORY: ${{ secrets.ECR_NAME }} | |
| IMAGE_TAG: latest | |
| run: | | |
| docker build -t $ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG --platform linux/amd64 -f deploy/Dockerfile . | |
| docker push $ECR_REGISTRY/$ECR_REPOSITORY:$IMAGE_TAG | |
| Create-API-Endpoint: | |
| runs-on: ubuntu-latest | |
| needs: Amazon-ECR-Image | |
| env: | |
| AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| AWS_REGION: ${{ secrets.AWS_REGION }} | |
| AWS_LAMBDA_ROLE_ARN: ${{ secrets.AWS_LAMBDA_ROLE_ARN }} | |
| BUCKET_MODEL: ${{secrets.BUCKET_MODEL}} | |
| outputs: | |
| api_endpoint: ${{steps.create_endpoint.outputs.api_endpoint}} | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: Set up Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.12' | |
| - name: Install dependencies | |
| run: pip install -r deploy/requirements/create_lambda_requirements.txt | |
| - name: Create Endpoint | |
| id: create_endpoint | |
| run: | | |
| endpoint=$(python deploy/deploy_API.py --image_uri ${{secrets.AWS_ACCOUNT_ID}}.dkr.ecr.${{secrets.AWS_REGION}}.amazonaws.com/${{secrets.ECR_NAME}}:latest --api_gateway demo_project_pedroatp) | |
| echo "api_endpoint=$endpoint" >> "$GITHUB_OUTPUT" | |
| - name: Sleep for 30 seconds | |
| run: sleep 30s | |
| shell: bash | |
| Run-Tests: | |
| runs-on: ubuntu-latest | |
| needs: Create-API-Endpoint | |
| env: | |
| ENDPOINT: ${{needs.Create-API-Endpoint.outputs.api_endpoint}} | |
| AWS_REGION: ${{ secrets.AWS_REGION }} | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: Set up Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.12' | |
| - name: Install dependencies | |
| run: pip install -r tests/requirements.txt | |
| - name: Run pytest | |
| run: pytest tests/test_predict.py |