class Aws::SageMaker::Types::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.

@note When making an API call, you may pass MonitoringBaselineConfig

data as a hash:

    {
      baselining_job_name: "ProcessingJobName",
      constraints_resource: {
        s3_uri: "S3Uri",
      },
      statistics_resource: {
        s3_uri: "S3Uri",
      },
    }

@!attribute [rw] baselining_job_name

The name of the job that performs baselining for the monitoring job.
@return [String]

@!attribute [rw] constraints_resource

The baseline constraint file in Amazon S3 that the current
monitoring job should validated against.
@return [Types::MonitoringConstraintsResource]

@!attribute [rw] statistics_resource

The baseline statistics file in Amazon S3 that the current
monitoring job should be validated against.
@return [Types::MonitoringStatisticsResource]

@see docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/MonitoringBaselineConfig AWS API Documentation

Constants

SENSITIVE