Package software.amazon.awssdk.services.sagemaker.model

Interface QualityCheckStepMetadata.Builder

All Superinterfaces:
Buildable, CopyableBuilder<QualityCheckStepMetadata.Builder,QualityCheckStepMetadata>, SdkBuilder<QualityCheckStepMetadata.Builder,QualityCheckStepMetadata>, SdkPojo
Enclosing class:
QualityCheckStepMetadata
public static interface QualityCheckStepMetadata.Builder extends SdkPojo, CopyableBuilder<QualityCheckStepMetadata.Builder,QualityCheckStepMetadata>

  • Method Details

    • checkType

      QualityCheckStepMetadata.Builder checkType(String checkType)

      The type of the Quality check step.

      Parameters:
      checkType - The type of the Quality check step.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • baselineUsedForDriftCheckStatistics

      QualityCheckStepMetadata.Builder baselineUsedForDriftCheckStatistics(String baselineUsedForDriftCheckStatistics)

      The Amazon S3 URI of the baseline statistics file used for the drift check.

      Parameters:
      baselineUsedForDriftCheckStatistics - The Amazon S3 URI of the baseline statistics file used for the drift check.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • baselineUsedForDriftCheckConstraints

      QualityCheckStepMetadata.Builder baselineUsedForDriftCheckConstraints(String baselineUsedForDriftCheckConstraints)

      The Amazon S3 URI of the baseline constraints file used for the drift check.

      Parameters:
      baselineUsedForDriftCheckConstraints - The Amazon S3 URI of the baseline constraints file used for the drift check.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • calculatedBaselineStatistics

      QualityCheckStepMetadata.Builder calculatedBaselineStatistics(String calculatedBaselineStatistics)

      The Amazon S3 URI of the newly calculated baseline statistics file.

      Parameters:
      calculatedBaselineStatistics - The Amazon S3 URI of the newly calculated baseline statistics file.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • calculatedBaselineConstraints

      QualityCheckStepMetadata.Builder calculatedBaselineConstraints(String calculatedBaselineConstraints)

      The Amazon S3 URI of the newly calculated baseline constraints file.

      Parameters:
      calculatedBaselineConstraints - The Amazon S3 URI of the newly calculated baseline constraints file.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • modelPackageGroupName

      QualityCheckStepMetadata.Builder modelPackageGroupName(String modelPackageGroupName)

      The model package group name.

      Parameters:
      modelPackageGroupName - The model package group name.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • violationReport

      QualityCheckStepMetadata.Builder violationReport(String violationReport)

      The Amazon S3 URI of violation report if violations are detected.

      Parameters:
      violationReport - The Amazon S3 URI of violation report if violations are detected.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • checkJobArn

      QualityCheckStepMetadata.Builder checkJobArn(String checkJobArn)

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

      Parameters:
      checkJobArn - The Amazon Resource Name (ARN) of the Quality check processing job that was run by this step execution.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • skipCheck

      QualityCheckStepMetadata.Builder skipCheck(Boolean skipCheck)

      This flag indicates if the drift check against the previous baseline will be skipped or not. If it is set to False, the previous baseline of the configured check type must be available.

      Parameters:
      skipCheck - This flag indicates if the drift check against the previous baseline will be skipped or not. If it is set to False, the previous baseline of the configured check type must be available.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • registerNewBaseline

      QualityCheckStepMetadata.Builder registerNewBaseline(Boolean registerNewBaseline)

      This flag indicates if a newly calculated baseline can be accessed through step properties BaselineUsedForDriftCheckConstraints and BaselineUsedForDriftCheckStatistics. If it is set to False, the previous baseline of the configured check type must also be available. These can be accessed through the BaselineUsedForDriftCheckConstraints and BaselineUsedForDriftCheckStatistics properties.

      Parameters:
      registerNewBaseline - This flag indicates if a newly calculated baseline can be accessed through step properties BaselineUsedForDriftCheckConstraints and BaselineUsedForDriftCheckStatistics . If it is set to False, the previous baseline of the configured check type must also be available. These can be accessed through the BaselineUsedForDriftCheckConstraints and BaselineUsedForDriftCheckStatistics properties.
      Returns:
      Returns a reference to this object so that method calls can be chained together.