DataQualityBaselineConfig - Amazon SageMaker


Configuration for monitoring constraints and monitoring statistics. These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.



The name of the job that performs baselining for the data quality monitoring job.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 63.

Pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}

Required: No


The constraints resource for a monitoring job.

Type: MonitoringConstraintsResource object

Required: No


The statistics resource for a monitoring job.

Type: MonitoringStatisticsResource object

Required: No

See Also

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