Class: Aws::SageMaker::Types::SearchRecord

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

A single resource returned as part of the Search API response.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#endpointTypes::Endpoint

A hosted endpoint for real-time inference.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37671

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :feature_group,
  :project,
  :feature_metadata,
  :hyper_parameter_tuning_job)
  SENSITIVE = []
  include Aws::Structure
end

#experimentTypes::Experiment

The properties of an experiment.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37671

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :feature_group,
  :project,
  :feature_metadata,
  :hyper_parameter_tuning_job)
  SENSITIVE = []
  include Aws::Structure
end

#feature_groupTypes::FeatureGroup

Amazon SageMaker Feature Store stores features in a collection called Feature Group. A Feature Group can be visualized as a table which has rows, with a unique identifier for each row where each column in the table is a feature. In principle, a Feature Group is composed of features and values per features.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37671

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :feature_group,
  :project,
  :feature_metadata,
  :hyper_parameter_tuning_job)
  SENSITIVE = []
  include Aws::Structure
end

#feature_metadataTypes::FeatureMetadata

The feature metadata used to search through the features.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37671

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :feature_group,
  :project,
  :feature_metadata,
  :hyper_parameter_tuning_job)
  SENSITIVE = []
  include Aws::Structure
end

#hyper_parameter_tuning_jobTypes::HyperParameterTuningJobSearchEntity

The properties of a hyperparameter tuning job.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37671

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :feature_group,
  :project,
  :feature_metadata,
  :hyper_parameter_tuning_job)
  SENSITIVE = []
  include Aws::Structure
end

#model_packageTypes::ModelPackage

A versioned model that can be deployed for SageMaker inference.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37671

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :feature_group,
  :project,
  :feature_metadata,
  :hyper_parameter_tuning_job)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_groupTypes::ModelPackageGroup

A group of versioned models in the model registry.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37671

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :feature_group,
  :project,
  :feature_metadata,
  :hyper_parameter_tuning_job)
  SENSITIVE = []
  include Aws::Structure
end

#pipelineTypes::Pipeline

A SageMaker Model Building Pipeline instance.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37671

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :feature_group,
  :project,
  :feature_metadata,
  :hyper_parameter_tuning_job)
  SENSITIVE = []
  include Aws::Structure
end

#pipeline_executionTypes::PipelineExecution

An execution of a pipeline.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37671

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :feature_group,
  :project,
  :feature_metadata,
  :hyper_parameter_tuning_job)
  SENSITIVE = []
  include Aws::Structure
end

#projectTypes::Project

The properties of a project.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37671

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :feature_group,
  :project,
  :feature_metadata,
  :hyper_parameter_tuning_job)
  SENSITIVE = []
  include Aws::Structure
end

#training_jobTypes::TrainingJob

The properties of a training job.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37671

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :feature_group,
  :project,
  :feature_metadata,
  :hyper_parameter_tuning_job)
  SENSITIVE = []
  include Aws::Structure
end

#trialTypes::Trial

The properties of a trial.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37671

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :feature_group,
  :project,
  :feature_metadata,
  :hyper_parameter_tuning_job)
  SENSITIVE = []
  include Aws::Structure
end

#trial_componentTypes::TrialComponent

The properties of a trial component.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 37671

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :feature_group,
  :project,
  :feature_metadata,
  :hyper_parameter_tuning_job)
  SENSITIVE = []
  include Aws::Structure
end