buildspec.yaml

version: 0.2

env:
  variables:
    ARTIFACTS_BUCKET: galudy-visual-search-artifacts
    S3_WORKFLOW_PREFIX: sagemaker-autopilot-step-functions-workflow
    S3_API_PREFIX: sagemaker-autopilot-api-gateway
    WORKFLOW_STACK_NAME: sagemaker-autopilot-ml-workflow
    API_STACK_NAME: sagemaker-autopilot-api-gateway

phases:
  install:
    runtime-versions:
      python: 3.7
    commands:
      - apt-get update
      - apt-get install libblas-dev  liblapack-dev -y
      - pip install --upgrade pip boto3
      - pip install stepfunctions aws-sam-cli
  pre_build:
    commands:
      - echo "Run AWS SAM Build on workflow stack and API stack"
      - export AWS_ACCOUNT_ID=$(aws sts get-caller-identity --query "Account" --output text)
      - export SERVICE_BUILD_ROLE="arn:aws:iam::${AWS_ACCOUNT_ID}:role/service-role/codebuild-Attires24-App-service-role"
      - echo "SAM package workflow template"
      - |
        sh -c """
          cd autopilot-job-lambda
          sam build -b deploy/
          sam package --template-file deploy/template.yaml \
                    --output-template-file packaged.template.yaml \
                    --s3-bucket ${ARTIFACTS_BUCKET} \
                    --s3-prefix ${S3_WORKFLOW_PREFIX}
          """
      - echo "SAM package REST API template"
  build:
    commands:
      - echo Build started on `date`
      - |
        sh -c """
        cd autopilot-job-lambda
        sam deploy --stack-name ${WORKFLOW_STACK_NAME} \
              --template-file packaged.template.yaml \
              --parameter-overrides S3ApiCodePath="${ARTIFACTS_BUCKET}/${S3_API_PREFIX}" ServiceBuildRoleArn=${SERVICE_BUILD_ROLE} \
              --capabilities CAPABILITY_NAMED_IAM \
              --no-fail-on-empty-changeset
        """
      - echo Done Deploying Stack
      - echo "Deploying Step Functions State Machine"
      - |
        sh -c """
        cd workflow/
        python main.py
        """
      - echo "Upload REST API Code to AWS S3"
      - aws s3 cp api-gateway "s3://${ARTIFACTS_BUCKET}/${S3_API_PREFIX}" --recursive
  post_build:
    commands:
      - echo "Build Completed"