Class: Aws::SageMaker::Types::PipelineExecutionStepMetadata
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::PipelineExecutionStepMetadata
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
Metadata for a step execution.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#auto_ml_job ⇒ Types::AutoMLJobStepMetadata
The Amazon Resource Name (ARN) of the AutoML job that was run by this step.
-
#callback ⇒ Types::CallbackStepMetadata
The URL of the Amazon SQS queue used by this step execution, the pipeline generated token, and a list of output parameters.
-
#clarify_check ⇒ Types::ClarifyCheckStepMetadata
Container for the metadata for a Clarify check step.
-
#condition ⇒ Types::ConditionStepMetadata
The outcome of the condition evaluation that was run by this step execution.
-
#emr ⇒ Types::EMRStepMetadata
The configurations and outcomes of an Amazon EMR step execution.
-
#fail ⇒ Types::FailStepMetadata
The configurations and outcomes of a Fail step execution.
-
#lambda ⇒ Types::LambdaStepMetadata
The Amazon Resource Name (ARN) of the Lambda function that was run by this step execution and a list of output parameters.
-
#model ⇒ Types::ModelStepMetadata
The Amazon Resource Name (ARN) of the model that was created by this step execution.
-
#processing_job ⇒ Types::ProcessingJobStepMetadata
The Amazon Resource Name (ARN) of the processing job that was run by this step execution.
-
#quality_check ⇒ Types::QualityCheckStepMetadata
The configurations and outcomes of the check step execution.
-
#register_model ⇒ Types::RegisterModelStepMetadata
The Amazon Resource Name (ARN) of the model package that the model was registered to by this step execution.
-
#training_job ⇒ Types::TrainingJobStepMetadata
The Amazon Resource Name (ARN) of the training job that was run by this step execution.
-
#transform_job ⇒ Types::TransformJobStepMetadata
The Amazon Resource Name (ARN) of the transform job that was run by this step execution.
-
#tuning_job ⇒ Types::TuningJobStepMetaData
The Amazon Resource Name (ARN) of the tuning job that was run by this step execution.
Instance Attribute Details
#auto_ml_job ⇒ Types::AutoMLJobStepMetadata
The Amazon Resource Name (ARN) of the AutoML job that was run by this step.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 30727 class PipelineExecutionStepMetadata < Struct.new( :training_job, :processing_job, :transform_job, :tuning_job, :model, :register_model, :condition, :callback, :lambda, :quality_check, :clarify_check, :emr, :fail, :auto_ml_job) SENSITIVE = [] include Aws::Structure end |
#callback ⇒ Types::CallbackStepMetadata
The URL of the Amazon SQS queue used by this step execution, the pipeline generated token, and a list of output parameters.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 30727 class PipelineExecutionStepMetadata < Struct.new( :training_job, :processing_job, :transform_job, :tuning_job, :model, :register_model, :condition, :callback, :lambda, :quality_check, :clarify_check, :emr, :fail, :auto_ml_job) SENSITIVE = [] include Aws::Structure end |
#clarify_check ⇒ Types::ClarifyCheckStepMetadata
Container for the metadata for a Clarify check step. The configurations and outcomes of the check step execution. This includes:
The type of the check conducted,
The Amazon S3 URIs of baseline constraints and statistics files to be used for the drift check.
The Amazon S3 URIs of newly calculated baseline constraints and statistics.
The model package group name provided.
The Amazon S3 URI of the violation report if violations detected.
The Amazon Resource Name (ARN) of check processing job initiated by the step execution.
The boolean flags indicating if the drift check is skipped.
If step property
BaselineUsedForDriftCheck
is set the same asCalculatedBaseline
.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 30727 class PipelineExecutionStepMetadata < Struct.new( :training_job, :processing_job, :transform_job, :tuning_job, :model, :register_model, :condition, :callback, :lambda, :quality_check, :clarify_check, :emr, :fail, :auto_ml_job) SENSITIVE = [] include Aws::Structure end |
#condition ⇒ Types::ConditionStepMetadata
The outcome of the condition evaluation that was run by this step execution.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 30727 class PipelineExecutionStepMetadata < Struct.new( :training_job, :processing_job, :transform_job, :tuning_job, :model, :register_model, :condition, :callback, :lambda, :quality_check, :clarify_check, :emr, :fail, :auto_ml_job) SENSITIVE = [] include Aws::Structure end |
#emr ⇒ Types::EMRStepMetadata
The configurations and outcomes of an Amazon EMR step execution.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 30727 class PipelineExecutionStepMetadata < Struct.new( :training_job, :processing_job, :transform_job, :tuning_job, :model, :register_model, :condition, :callback, :lambda, :quality_check, :clarify_check, :emr, :fail, :auto_ml_job) SENSITIVE = [] include Aws::Structure end |
#fail ⇒ Types::FailStepMetadata
The configurations and outcomes of a Fail step execution.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 30727 class PipelineExecutionStepMetadata < Struct.new( :training_job, :processing_job, :transform_job, :tuning_job, :model, :register_model, :condition, :callback, :lambda, :quality_check, :clarify_check, :emr, :fail, :auto_ml_job) SENSITIVE = [] include Aws::Structure end |
#lambda ⇒ Types::LambdaStepMetadata
The Amazon Resource Name (ARN) of the Lambda function that was run by this step execution and a list of output parameters.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 30727 class PipelineExecutionStepMetadata < Struct.new( :training_job, :processing_job, :transform_job, :tuning_job, :model, :register_model, :condition, :callback, :lambda, :quality_check, :clarify_check, :emr, :fail, :auto_ml_job) SENSITIVE = [] include Aws::Structure end |
#model ⇒ Types::ModelStepMetadata
The Amazon Resource Name (ARN) of the model that was created by this step execution.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 30727 class PipelineExecutionStepMetadata < Struct.new( :training_job, :processing_job, :transform_job, :tuning_job, :model, :register_model, :condition, :callback, :lambda, :quality_check, :clarify_check, :emr, :fail, :auto_ml_job) SENSITIVE = [] include Aws::Structure end |
#processing_job ⇒ Types::ProcessingJobStepMetadata
The Amazon Resource Name (ARN) of the processing job that was run by this step execution.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 30727 class PipelineExecutionStepMetadata < Struct.new( :training_job, :processing_job, :transform_job, :tuning_job, :model, :register_model, :condition, :callback, :lambda, :quality_check, :clarify_check, :emr, :fail, :auto_ml_job) SENSITIVE = [] include Aws::Structure end |
#quality_check ⇒ Types::QualityCheckStepMetadata
The configurations and outcomes of the check step execution. This includes:
The type of the check conducted.
The Amazon S3 URIs of baseline constraints and statistics files to be used for the drift check.
The Amazon S3 URIs of newly calculated baseline constraints and statistics.
The model package group name provided.
The Amazon S3 URI of the violation report if violations detected.
The Amazon Resource Name (ARN) of check processing job initiated by the step execution.
The Boolean flags indicating if the drift check is skipped.
If step property
BaselineUsedForDriftCheck
is set the same asCalculatedBaseline
.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 30727 class PipelineExecutionStepMetadata < Struct.new( :training_job, :processing_job, :transform_job, :tuning_job, :model, :register_model, :condition, :callback, :lambda, :quality_check, :clarify_check, :emr, :fail, :auto_ml_job) SENSITIVE = [] include Aws::Structure end |
#register_model ⇒ Types::RegisterModelStepMetadata
The Amazon Resource Name (ARN) of the model package that the model was registered to by this step execution.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 30727 class PipelineExecutionStepMetadata < Struct.new( :training_job, :processing_job, :transform_job, :tuning_job, :model, :register_model, :condition, :callback, :lambda, :quality_check, :clarify_check, :emr, :fail, :auto_ml_job) SENSITIVE = [] include Aws::Structure end |
#training_job ⇒ Types::TrainingJobStepMetadata
The Amazon Resource Name (ARN) of the training job that was run by this step execution.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 30727 class PipelineExecutionStepMetadata < Struct.new( :training_job, :processing_job, :transform_job, :tuning_job, :model, :register_model, :condition, :callback, :lambda, :quality_check, :clarify_check, :emr, :fail, :auto_ml_job) SENSITIVE = [] include Aws::Structure end |
#transform_job ⇒ Types::TransformJobStepMetadata
The Amazon Resource Name (ARN) of the transform job that was run by this step execution.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 30727 class PipelineExecutionStepMetadata < Struct.new( :training_job, :processing_job, :transform_job, :tuning_job, :model, :register_model, :condition, :callback, :lambda, :quality_check, :clarify_check, :emr, :fail, :auto_ml_job) SENSITIVE = [] include Aws::Structure end |
#tuning_job ⇒ Types::TuningJobStepMetaData
The Amazon Resource Name (ARN) of the tuning job that was run by this step execution.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 30727 class PipelineExecutionStepMetadata < Struct.new( :training_job, :processing_job, :transform_job, :tuning_job, :model, :register_model, :condition, :callback, :lambda, :quality_check, :clarify_check, :emr, :fail, :auto_ml_job) SENSITIVE = [] include Aws::Structure end |