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    Class SageMakerGroundTruthL3Construct

    L3 construct for SageMaker Ground Truth labeling workflows.

    Creates:

    • Upload S3 bucket (data landing zone) with SQS notification
    • SQS queue + DLQ for tracking uploaded data objects
    • Ground Truth output S3 bucket
    • SageMaker Feature Group for labeled data storage
    • Step Functions state machine orchestrating the labeling pipeline
    • 5-6 Lambda functions (poll SQS, run labeling, run verification, update feature store, return messages)
    • EventBridge Scheduler for periodic workflow execution
    • All MDAA-compliant (KMS, IAM, Nag-suppressed)

    Hierarchy

    • MdaaL3Construct
      • SageMakerGroundTruthL3Construct
    Index

    Constructors

    constructor

    Properties

    baseprops featureGroupName node scope stateMachineArn uploadBucketName

    Accessors

    account partition region

    Methods

    getChildStack getCrossAccountStack getFirstCrossAccountRegion toString isConstruct

    Constructors

    Properties

    baseprops: MdaaL3ConstructProps
    featureGroupName: string

    Feature group name

    node: Node

    The tree node.

    scope: Construct
    stateMachineArn: string

    State machine ARN

    uploadBucketName: string

    Upload bucket for data objects

    Accessors

    • get account(): string

      Returns string

    • get partition(): string

      Returns string

    • get region(): string

      Returns string

    Methods

    • Creates or returns a child stack that inherits the parent stack's env (account and region). Subsequent calls with the same id return the previously created stack.

      Parameters

      • id: string

        Construct id for the child stack (must be unique within this construct's scope)

      • stackName: string

        CloudFormation stack name

      Returns Stack

    • Parameters

      • Optionalaccount: string
      • Optionalregion: string

      Returns Stack | undefined

    • Parameters

      • account: string

      Returns string

    • Returns a string representation of this construct.

      Returns string

    • Checks if x is a construct.

      Use this method instead of instanceof to properly detect Construct instances, even when the construct library is symlinked.

      Explanation: in JavaScript, multiple copies of the constructs library on disk are seen as independent, completely different libraries. As a consequence, the class Construct in each copy of the constructs library is seen as a different class, and an instance of one class will not test as instanceof the other class. npm install will not create installations like this, but users may manually symlink construct libraries together or use a monorepo tool: in those cases, multiple copies of the constructs library can be accidentally installed, and instanceof will behave unpredictably. It is safest to avoid using instanceof, and using this type-testing method instead.

      Parameters

      • x: any

        Any object

      Returns x is Construct

      true if x is an object created from a class which extends Construct.

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