buildspec.yml

version: 0.2

phases:
  install:
    runtime-versions:
      python: 3.8

    commands:
      - npm install -g [email protected]
      - pip install --upgrade --force-reinstall botocore boto3 awscli

  pre_build:
    commands:
      # Export the staging and production configuration files
      - python build.py --model-execution-role "$MODEL_EXECUTION_ROLE_ARN" --model-package-group-name "$SOURCE_MODEL_PACKAGE_GROUP_NAME" --sagemaker-project-id "$SAGEMAKER_PROJECT_ID" --sagemaker-project-name "$SAGEMAKER_PROJECT_NAME" --export-staging-config $EXPORT_TEMPLATE_STAGING_CONFIG --export-prod-config $EXPORT_TEMPLATE_PROD_CONFIG

  build:
    commands:
      # Generate CFN template from CDK project in stack folder
      - cd stack
      - pip install -r requirements.txt
      - cdk synth --output cdk_output --path-metadata false
      - cd ../

  post_build:
    commands:
      - aws cloudformation package --s3-bucket $ARTIFACT_BUCKET --template-file stack/cdk_output/inference.template.json --output-template $EXPORT_TEMPLATE_NAME

      # Print the files to verify contents
      - cat $EXPORT_TEMPLATE_STAGING_CONFIG
      - cat $EXPORT_TEMPLATE_PROD_CONFIG

artifacts:
  files:
    - $EXPORT_TEMPLATE_NAME
    - $EXPORT_TEMPLATE_STAGING_CONFIG
    - $EXPORT_TEMPLATE_PROD_CONFIG