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

Interface QualityCheckStepMetadata.Builder

    • Method Detail

      • 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.