CI/CD Workflow #17
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| name: CI/CD Workflow | |
| on: | |
| push: | |
| workflow_dispatch: | |
| inputs: | |
| destroy: | |
| description: 'Destroy Terraform resources (true to destroy)' | |
| required: true | |
| default: 'false' | |
| jobs: | |
| build: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| python-version: ['3.8', '3.9', '3.10'] | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v2 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install dependencies | |
| run: | | |
| make install | |
| - name: Lint | |
| run: | | |
| make lint | |
| - name: Format | |
| run: | | |
| make format | |
| - name: Test | |
| run: | | |
| make test | |
| - name: Start the server | |
| run: | | |
| python src/main.py & sleep 10 | |
| - name: Load Test | |
| run: | | |
| make load-test | |
| - 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-session-token: ${{ secrets.AWS_SESSION_TOKEN }} | |
| aws-region: us-east-1 | |
| - name: Setup Terraform | |
| uses: hashicorp/setup-terraform@v1 | |
| - name: Terraform Init | |
| run: terraform init | |
| working-directory: ./infra | |
| - name: Terraform Apply | |
| run: terraform apply -auto-approve | |
| working-directory: ./infra | |
| env: | |
| AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| AWS_DEFAULT_REGION: us-east-1 | |
| - name: Start AWS CodeBuild | |
| run: | | |
| aws codebuild start-build --project-name practical-mlops-ch1-exercises | |
| destroy: | |
| runs-on: ubuntu-latest | |
| if: ${{ github.event.inputs.destroy == 'true' }} | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - name: Setup Terraform | |
| uses: hashicorp/setup-terraform@v1 | |
| - name: Terraform Init | |
| run: terraform init | |
| working-directory: ./infra | |
| - name: Terraform Destroy | |
| run: terraform destroy -auto-approve | |
| working-directory: ./infra | |
| env: | |
| AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| AWS_DEFAULT_REGION: us-east-1 |