Class PipelineExecutionStepMetadata

    • Method Detail

      • trainingJob

        public final TrainingJobStepMetadata trainingJob()

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

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

        public final ProcessingJobStepMetadata processingJob()

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

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

        public final TransformJobStepMetadata transformJob()

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

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

        public final TuningJobStepMetaData tuningJob()

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

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

        public final ModelStepMetadata model()

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

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

        public final RegisterModelStepMetadata registerModel()

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

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

        public final ConditionStepMetadata condition()

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

        Returns:
        The outcome of the condition evaluation that was run by this step execution.
      • callback

        public final CallbackStepMetadata callback()

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

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

        public final LambdaStepMetadata lambda()

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

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

        public final EMRStepMetadata emr()

        The configurations and outcomes of an Amazon EMR step execution.

        Returns:
        The configurations and outcomes of an Amazon EMR step execution.
      • qualityCheck

        public final QualityCheckStepMetadata 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.

        Returns:
        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.

      • clarifyCheck

        public final ClarifyCheckStepMetadata 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.

        Returns:
        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.

      • fail

        public final FailStepMetadata fail()

        The configurations and outcomes of a Fail step execution.

        Returns:
        The configurations and outcomes of a Fail step execution.
      • autoMLJob

        public final AutoMLJobStepMetadata autoMLJob()

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

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

        public final EndpointStepMetadata endpoint()

        The endpoint that was invoked during this step execution.

        Returns:
        The endpoint that was invoked during this step execution.
      • endpointConfig

        public final EndpointConfigStepMetadata endpointConfig()

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

        Returns:
        The endpoint configuration used to create an endpoint during this step execution.
      • hashCode

        public final int hashCode()
        Overrides:
        hashCode in class Object
      • equals

        public final boolean equals​(Object obj)
        Overrides:
        equals in class Object
      • toString

        public final String toString()
        Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.
        Overrides:
        toString in class Object
      • getValueForField

        public final <T> Optional<T> getValueForField​(String fieldName,
                                                      Class<T> clazz)