Class: Aws::SageMaker::Types::ClarifyCheckStepMetadata

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::ClarifyCheckStepMetadata

Defined in:

gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

The container for the metadata for the ClarifyCheck step. For more information, see the topic on ClarifyCheck step in the Amazon SageMaker Developer Guide.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #baseline_used_for_drift_check_constraints ⇒ String

  The Amazon S3 URI of baseline constraints file to be used for the drift check.

• #calculated_baseline_constraints ⇒ String

  The Amazon S3 URI of the newly calculated baseline constraints file.

• #check_job_arn ⇒ String

  The Amazon Resource Name (ARN) of the check processing job that was run by this step's execution.

• #check_type ⇒ String

  The type of the Clarify Check step.

• #model_package_group_name ⇒ String

  The model package group name.

• #register_new_baseline ⇒ Boolean

  This flag indicates if a newly calculated baseline can be accessed through step properties BaselineUsedForDriftCheckConstraints and BaselineUsedForDriftCheckStatistics.

• #skip_check ⇒ Boolean

  This flag indicates if the drift check against the previous baseline will be skipped or not.

• #violation_report ⇒ String

  The Amazon S3 URI of the violation report if violations are detected.

Instance Attribute Details

#baseline_used_for_drift_check_constraints ⇒ String

The Amazon S3 URI of baseline constraints file to be used for the drift check.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3583

class ClarifyCheckStepMetadata < Struct.new(
  :check_type,
  :baseline_used_for_drift_check_constraints,
  :calculated_baseline_constraints,
  :model_package_group_name,
  :violation_report,
  :check_job_arn,
  :skip_check,
  :register_new_baseline)
  SENSITIVE = []
  include Aws::Structure
end

#calculated_baseline_constraints ⇒ String

The Amazon S3 URI of the newly calculated baseline constraints file.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3583

class ClarifyCheckStepMetadata < Struct.new(
  :check_type,
  :baseline_used_for_drift_check_constraints,
  :calculated_baseline_constraints,
  :model_package_group_name,
  :violation_report,
  :check_job_arn,
  :skip_check,
  :register_new_baseline)
  SENSITIVE = []
  include Aws::Structure
end

#check_job_arn ⇒ String

The Amazon Resource Name (ARN) of the check processing job that was run by this step's execution.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3583

class ClarifyCheckStepMetadata < Struct.new(
  :check_type,
  :baseline_used_for_drift_check_constraints,
  :calculated_baseline_constraints,
  :model_package_group_name,
  :violation_report,
  :check_job_arn,
  :skip_check,
  :register_new_baseline)
  SENSITIVE = []
  include Aws::Structure
end

#check_type ⇒ String

The type of the Clarify Check step

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3583

class ClarifyCheckStepMetadata < Struct.new(
  :check_type,
  :baseline_used_for_drift_check_constraints,
  :calculated_baseline_constraints,
  :model_package_group_name,
  :violation_report,
  :check_job_arn,
  :skip_check,
  :register_new_baseline)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_group_name ⇒ String

The model package group name.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3583

class ClarifyCheckStepMetadata < Struct.new(
  :check_type,
  :baseline_used_for_drift_check_constraints,
  :calculated_baseline_constraints,
  :model_package_group_name,
  :violation_report,
  :check_job_arn,
  :skip_check,
  :register_new_baseline)
  SENSITIVE = []
  include Aws::Structure
end

#register_new_baseline ⇒ Boolean

This flag indicates if a newly calculated baseline can be accessed through step properties BaselineUsedForDriftCheckConstraints and BaselineUsedForDriftCheckStatistics. If it is set to False, the previous baseline of the configured check type must also be available. These can be accessed through the BaselineUsedForDriftCheckConstraints property.

Returns:

• (Boolean)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3583

class ClarifyCheckStepMetadata < Struct.new(
  :check_type,
  :baseline_used_for_drift_check_constraints,
  :calculated_baseline_constraints,
  :model_package_group_name,
  :violation_report,
  :check_job_arn,
  :skip_check,
  :register_new_baseline)
  SENSITIVE = []
  include Aws::Structure
end

#skip_check ⇒ Boolean

This flag indicates if the drift check against the previous baseline will be skipped or not. If it is set to False, the previous baseline of the configured check type must be available.

Returns:

• (Boolean)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3583

class ClarifyCheckStepMetadata < Struct.new(
  :check_type,
  :baseline_used_for_drift_check_constraints,
  :calculated_baseline_constraints,
  :model_package_group_name,
  :violation_report,
  :check_job_arn,
  :skip_check,
  :register_new_baseline)
  SENSITIVE = []
  include Aws::Structure
end

#violation_report ⇒ String

The Amazon S3 URI of the violation report if violations are detected.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 3583

class ClarifyCheckStepMetadata < Struct.new(
  :check_type,
  :baseline_used_for_drift_check_constraints,
  :calculated_baseline_constraints,
  :model_package_group_name,
  :violation_report,
  :check_job_arn,
  :skip_check,
  :register_new_baseline)
  SENSITIVE = []
  include Aws::Structure
end