Add docker compose for training #2
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| name: deploy-prod | |
| on: | |
| push: | |
| branches: | |
| - main | |
| paths: | |
| - 'sagemaker_scripts/**' | |
| jobs: | |
| digit-classification: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v4 | |
| - name: Deploy model | |
| run: | | |
| cd sagemaker_scripts && docker build -t deploy-sagemaker -f Dockerfile.deploy . \ | |
| && docker run \ | |
| -e AWS_ACCESS_KEY_ID=${{ secrets.AWS_ACCESS_KEY_ID }} \ | |
| -e AWS_SECRET_ACCESS_KEY=${{ secrets.AWS_SECRET_ACCESS_KEY }} \ | |
| -e AWS_DEFAULT_REGION=${{ secrets.AWS_DEFAULT_REGION }} \ | |
| -e ENV=prod \ | |
| -e SM_ARN_ROLE=${{ secrets.SM_ARN_ROLE }} \ | |
| deploy-sagemaker python deploy_sagemaker.py --config models/digit_classification.yaml |