PipelineExecutionStepMetadata - Amazon SageMaker
ContentsSee Also

PipelineExecutionStepMetadata

Metadata for a step execution.

Contents

AutoMLJob

The Amazon Resource Name (ARN) of the AutoML job that was run by this step.

Type: AutoMLJobStepMetadata object

Required: No

Callback

The URL of the Amazon SQS queue used by this step execution, the pipeline generated token, and a list of output parameters.

Type: CallbackStepMetadata object

Required: No

ClarifyCheck

Container for the metadata for a Clarify check step. The configurations and outcomes of the check step execution. This includes:

  • The type of the check conducted,

  • The Amazon S3 URIs of baseline constraints and statistics files to be used for the drift check.

  • The Amazon S3 URIs of newly calculated baseline constraints and statistics.

  • The model package group name provided.

  • The Amazon S3 URI of the violation report if violations detected.

  • The Amazon Resource Name (ARN) of check processing job initiated by the step execution.

  • The boolean flags indicating if the drift check is skipped.

  • If step property BaselineUsedForDriftCheck is set the same as CalculatedBaseline.

Type: ClarifyCheckStepMetadata object

Required: No

Condition

The outcome of the condition evaluation that was run by this step execution.

Type: ConditionStepMetadata object

Required: No

EMR

The configurations and outcomes of an Amazon EMR step execution.

Type: EMRStepMetadata object

Required: No

Endpoint

The endpoint that was invoked during this step execution.

Type: EndpointStepMetadata object

Required: No

EndpointConfig

The endpoint configuration used to create an endpoint during this step execution.

Type: EndpointConfigStepMetadata object

Required: No

Fail

The configurations and outcomes of a Fail step execution.

Type: FailStepMetadata object

Required: No

Lambda

The Amazon Resource Name (ARN) of the Lambda function that was run by this step execution and a list of output parameters.

Type: LambdaStepMetadata object

Required: No

Model

The Amazon Resource Name (ARN) of the model that was created by this step execution.

Type: ModelStepMetadata object

Required: No

ProcessingJob

The Amazon Resource Name (ARN) of the processing job that was run by this step execution.

Type: ProcessingJobStepMetadata object

Required: No

QualityCheck

The configurations and outcomes of the check step execution. This includes:

  • The type of the check conducted.

  • The Amazon S3 URIs of baseline constraints and statistics files to be used for the drift check.

  • The Amazon S3 URIs of newly calculated baseline constraints and statistics.

  • The model package group name provided.

  • The Amazon S3 URI of the violation report if violations detected.

  • The Amazon Resource Name (ARN) of check processing job initiated by the step execution.

  • The Boolean flags indicating if the drift check is skipped.

  • If step property BaselineUsedForDriftCheck is set the same as CalculatedBaseline.

Type: QualityCheckStepMetadata object

Required: No

RegisterModel

The Amazon Resource Name (ARN) of the model package that the model was registered to by this step execution.

Type: RegisterModelStepMetadata object

Required: No

TrainingJob

The Amazon Resource Name (ARN) of the training job that was run by this step execution.

Type: TrainingJobStepMetadata object

Required: No

TransformJob

The Amazon Resource Name (ARN) of the transform job that was run by this step execution.

Type: TransformJobStepMetadata object

Required: No

TuningJob

The Amazon Resource Name (ARN) of the tuning job that was run by this step execution.

Type: TuningJobStepMetaData object

Required: No

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: