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
BaselineUsedForDriftCheckConstraintsandBaselineUsedForDriftCheckStatistics. If it is set toFalse, the previous baseline of the configured check type must also be available. These can be accessed through theBaselineUsedForDriftCheckConstraintsandBaselineUsedForDriftCheckStatisticsproperties.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 AWS SDKs, see the following:
