Class: Aws::SageMaker::Types::MonitoringBaselineConfig

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/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:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#baselining_job_name ⇒ String

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

Returns:

  • (String) 


37955
37956
37957
37958
37959
37960
37961
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37955

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

#constraints_resource ⇒ Types::MonitoringConstraintsResource

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

Returns:



37955
37956
37957
37958
37959
37960
37961
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37955

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

#statistics_resource ⇒ Types::MonitoringStatisticsResource

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

Returns:



37955
37956
37957
37958
37959
37960
37961
 
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37955

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