QualityCheckStepMetadata - Amazon SageMaker
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QualityCheckStepMetadata

Container for the metadata for a Quality check step. For more information, see the topic on QualityCheck step in the Amazon SageMaker Developer Guide.

Contents

BaselineUsedForDriftCheckConstraints

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

Type: String

Length Constraints: Maximum length of 1024.

Required: No

BaselineUsedForDriftCheckStatistics

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

Type: String

Length Constraints: Maximum length of 1024.

Required: No

CalculatedBaselineConstraints

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

Type: String

Length Constraints: Maximum length of 1024.

Required: No

CalculatedBaselineStatistics

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

Type: String

Length Constraints: Maximum length of 1024.

Required: No

CheckJobArn

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

Type: String

Length Constraints: Maximum length of 256.

Required: No

CheckType

The type of the Quality check step.

Type: String

Length Constraints: Maximum length of 256.

Required: No

ModelPackageGroupName

The model package group name.

Type: String

Length Constraints: Maximum length of 256.

Required: No

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.

Type: Boolean

Required: No

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.

Type: Boolean

Required: No

ViolationReport

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

Type: String

Length Constraints: Maximum length of 1024.

Required: No

See Also

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