Class: Aws::SageMaker::Types::DataQualityBaselineConfig

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::DataQualityBaselineConfig

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

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.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #baselining_job_name ⇒ String

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

• #constraints_resource ⇒ Types::MonitoringConstraintsResource

  The constraints resource for a monitoring job.

• #statistics_resource ⇒ Types::MonitoringStatisticsResource

  The statistics resource for a monitoring job.

Instance Attribute Details

#baselining_job_name ⇒ String

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

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 9131

class DataQualityBaselineConfig < Struct.new(
  :baselining_job_name,
  :constraints_resource,
  :statistics_resource)
  SENSITIVE = []
  include Aws::Structure
end

#constraints_resource ⇒ Types::MonitoringConstraintsResource

The constraints resource for a monitoring job.

Returns:

• (Types::MonitoringConstraintsResource)

# File 'lib/aws-sdk-sagemaker/types.rb', line 9131

class DataQualityBaselineConfig < Struct.new(
  :baselining_job_name,
  :constraints_resource,
  :statistics_resource)
  SENSITIVE = []
  include Aws::Structure
end

#statistics_resource ⇒ Types::MonitoringStatisticsResource

The statistics resource for a monitoring job.

Returns:

• (Types::MonitoringStatisticsResource)

# File 'lib/aws-sdk-sagemaker/types.rb', line 9131

class DataQualityBaselineConfig < Struct.new(
  :baselining_job_name,
  :constraints_resource,
  :statistics_resource)
  SENSITIVE = []
  include Aws::Structure
end