MonitoringBaselineConfig - Amazon SageMaker

MonitoringBaselineConfig

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

Type: MonitoringConstraintsResource object

Required: No

StatisticsResource

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 AWS SDKs, see the following: