DataQualityBaselineConfig - Amazon SageMaker
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DataQualityBaselineConfig

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.

Contents

BaseliningJobName

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

ConstraintsResource

The constraints resource for a monitoring job.

Type: MonitoringConstraintsResource object

Required: No

StatisticsResource

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 Amazon SDKs, see the following: