MonitoringBaselineConfig - Amazon SageMaker
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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 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 baseline constraint file in Amazon S3 that the current monitoring job should validated against.

Type: MonitoringConstraintsResource object

Required: No


The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.

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: