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
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 36410 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 36410 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 36410 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 36410 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 36410 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 36410 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 36410 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 36410 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 36410 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 36410 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 |