Class: Aws::SageMaker::Types::QualityCheckStepMetadata

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::QualityCheckStepMetadata

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

Container for the metadata for a Quality check step. For more information, see the topic on [QualityCheck step] in the *Amazon SageMaker Developer Guide*.

[1]: docs.aws.amazon.com/sagemaker/latest/dg/build-and-manage-steps.html#step-type-quality-check

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #baseline_used_for_drift_check_constraints ⇒ String

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

• #baseline_used_for_drift_check_statistics ⇒ String

  The Amazon S3 URI of the baseline statistics file used for the drift check.

• #calculated_baseline_constraints ⇒ String

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

• #calculated_baseline_statistics ⇒ String

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

• #check_job_arn ⇒ String

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

• #check_type ⇒ String

  The type of the Quality 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 violation report if violations are detected.

Instance Attribute Details

#baseline_used_for_drift_check_constraints ⇒ String

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

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 44762

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

#baseline_used_for_drift_check_statistics ⇒ String

The Amazon S3 URI of the baseline statistics file used for the drift check.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 44762

class QualityCheckStepMetadata < Struct.new(
  :check_type,
  :baseline_used_for_drift_check_statistics,
  :baseline_used_for_drift_check_constraints,
  :calculated_baseline_statistics,
  :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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 44762

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

#calculated_baseline_statistics ⇒ String

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

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 44762

class QualityCheckStepMetadata < Struct.new(
  :check_type,
  :baseline_used_for_drift_check_statistics,
  :baseline_used_for_drift_check_constraints,
  :calculated_baseline_statistics,
  :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 Quality check processing job that was run by this step execution.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 44762

class QualityCheckStepMetadata < Struct.new(
  :check_type,
  :baseline_used_for_drift_check_statistics,
  :baseline_used_for_drift_check_constraints,
  :calculated_baseline_statistics,
  :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 Quality check step.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 44762

class QualityCheckStepMetadata < Struct.new(
  :check_type,
  :baseline_used_for_drift_check_statistics,
  :baseline_used_for_drift_check_constraints,
  :calculated_baseline_statistics,
  :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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 44762

class QualityCheckStepMetadata < Struct.new(
  :check_type,
  :baseline_used_for_drift_check_statistics,
  :baseline_used_for_drift_check_constraints,
  :calculated_baseline_statistics,
  :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 and ‘ BaselineUsedForDriftCheckStatistics` properties.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 44762

class QualityCheckStepMetadata < Struct.new(
  :check_type,
  :baseline_used_for_drift_check_statistics,
  :baseline_used_for_drift_check_constraints,
  :calculated_baseline_statistics,
  :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:

# File 'lib/aws-sdk-sagemaker/types.rb', line 44762

class QualityCheckStepMetadata < Struct.new(
  :check_type,
  :baseline_used_for_drift_check_statistics,
  :baseline_used_for_drift_check_constraints,
  :calculated_baseline_statistics,
  :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 violation report if violations are detected.

Returns:

# File 'lib/aws-sdk-sagemaker/types.rb', line 44762

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