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

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::MonitoringBaselineConfig

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

Note:

When making an API call, you may pass MonitoringBaselineConfig data as a hash:

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

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

Instance Attribute Summary

• #constraints_resource ⇒ Types::MonitoringConstraintsResource

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

• #statistics_resource ⇒ Types::MonitoringStatisticsResource

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

Instance Attribute Details

#constraints_resource ⇒ Types::MonitoringConstraintsResource

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

Returns:

• (Types::MonitoringConstraintsResource)

# File 'lib/aws-sdk-sagemaker/types.rb', line 14719

class MonitoringBaselineConfig < Struct.new(
  :constraints_resource,
  :statistics_resource)
  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:

• (Types::MonitoringStatisticsResource)

# File 'lib/aws-sdk-sagemaker/types.rb', line 14719

class MonitoringBaselineConfig < Struct.new(
  :constraints_resource,
  :statistics_resource)
  include Aws::Structure
end