# Prerequisites — external resources that must exist before deployment:
#
# Required:
#   1. SageMaker Workteam — create via SageMaker console or `aws sagemaker create-workteam`.
#      Private workteams require a Cognito user pool.
#      See: https://docs.aws.amazon.com/sagemaker/latest/dg/sms-workforce-management.html
#   2. Label Categories File — upload a JSON categories file to S3.
#      See: https://docs.aws.amazon.com/sagemaker/latest/dg/sms-label-cat.html
#
# Optional:
#   3. Labeling UI Template — custom Liquid HTML template in S3.
#      REQUIRED for image_bounding_box and image_semantic_segmentation
#      (SageMaker does not support built-in HumanTaskUiArn for these task types).
#      Optional for classification and NER tasks (AWS-managed templates used automatically).
#      See: https://docs.aws.amazon.com/sagemaker/latest/dg/sms-custom-templates.html
#   4. Verification Workteam — separate workteam for verification step (only if verification is enabled).
#   5. Verification UI Template — custom template for verification UI.
#   6. Verification Categories File — first label = pass, others = fail.
#   7. Ground Truth Role — externally-created IAM role with sagemaker.amazonaws.com trust.
#      Use when the role needs access to S3 buckets from other MDAA modules (e.g., datalake).
#      The external module grants bucket access to this role; Ground Truth attaches its own permissions.
#      If omitted, the construct creates a new role automatically.
jobs:
  - jobName: image-labeling
    taskType: image_bounding_box
    labelingTaskConfig:
      taskTitle: "Label bounding boxes"
      taskDescription: "Draw bounding boxes around objects in the image"
      taskKeywords:
        - "image"
        - "bounding box"
      workteamArn: "arn:aws:sagemaker:us-east-1:123456789012:workteam/private-crowd/test-team" # prerequisite 1
      categoriesS3Uri: "s3://test-bucket/categories.json" # prerequisite 2
      templateS3Uri: "s3://test-bucket/bounding-box-template.liquid.html" # prerequisite 3 (REQUIRED for bounding box)
    # groundTruthRole:                                                     # prerequisite 7 (optional)
    #   arn: "arn:aws:iam::123456789012:role/my-gt-execution-role"         # OR use name: "my-gt-execution-role"

  - jobName: text-classify
    taskType: text_single_label_classification
    labelingTaskConfig:
      taskTitle: "Classify text"
      taskDescription: "Classify the text into a category"
      taskKeywords:
        - "text"
        - "classification"
      workteamArn: "arn:aws:sagemaker:us-east-1:123456789012:workteam/private-crowd/test-team" # prerequisite 1
      categoriesS3Uri: "s3://test-bucket/text-categories.json" # prerequisite 2
    verification:
      workteamArn: "arn:aws:sagemaker:us-east-1:123456789012:workteam/private-crowd/verify-team" # prerequisite 4
      # categoriesS3Uri: "s3://test-bucket/verify-categories.json" # prerequisite 6 (optional)
      taskTitle: "Verify text classification"
      taskDescription: "Verify the text classification is correct"
    workflowSchedule: "rate(6 hours)"
    additionalFeatureDefinitions:
      - featureName: confidence
        featureType: Fractional