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

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::SearchRecord

Defined in:

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

Overview

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

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #endpoint ⇒ Types::Endpoint

  A hosted endpoint for real-time inference.

• #experiment ⇒ Types::Experiment

  The properties of an experiment.

• #feature_group ⇒ Types::FeatureGroup

  Amazon SageMaker Feature Store stores features in a collection called Feature Group.

• #feature_metadata ⇒ Types::FeatureMetadata

  The feature metadata used to search through the features.

• #hyper_parameter_tuning_job ⇒ Types::HyperParameterTuningJobSearchEntity

  The properties of a hyperparameter tuning job.

• #model ⇒ Types::ModelDashboardModel

  A model displayed in the Amazon SageMaker Model Dashboard.

• #model_card ⇒ Types::ModelCard

  An Amazon SageMaker Model Card that documents details about a machine learning model.

• #model_package ⇒ Types::ModelPackage

  A container for your trained model that can be deployed for SageMaker inference.

• #model_package_group ⇒ Types::ModelPackageGroup

  A group of versioned models in the Model Registry.

• #pipeline ⇒ Types::Pipeline

  A SageMaker Model Building Pipeline instance.

• #pipeline_execution ⇒ Types::PipelineExecution

  An execution of a pipeline.

• #pipeline_version ⇒ Types::PipelineVersion

  The version of the pipeline.

• #project ⇒ Types::Project

  The properties of a project.

• #training_job ⇒ Types::TrainingJob

  The properties of a training job.

• #trial ⇒ Types::Trial

  The properties of a trial.

• #trial_component ⇒ Types::TrialComponent

  The properties of a trial component.

Instance Attribute Details

#endpoint ⇒ Types::Endpoint

A hosted endpoint for real-time inference.

Returns:

• (Types::Endpoint)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 46969

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

#experiment ⇒ Types::Experiment

The properties of an experiment.

Returns:

• (Types::Experiment)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 46969

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

#feature_group ⇒ Types::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:

• (Types::FeatureGroup)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 46969

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

#feature_metadata ⇒ Types::FeatureMetadata

The feature metadata used to search through the features.

Returns:

• (Types::FeatureMetadata)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 46969

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

#hyper_parameter_tuning_job ⇒ Types::HyperParameterTuningJobSearchEntity

The properties of a hyperparameter tuning job.

Returns:

• (Types::HyperParameterTuningJobSearchEntity)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 46969

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

#model ⇒ Types::ModelDashboardModel

A model displayed in the Amazon SageMaker Model Dashboard.

Returns:

• (Types::ModelDashboardModel)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 46969

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

#model_card ⇒ Types::ModelCard

An Amazon SageMaker Model Card that documents details about a machine learning model.

Returns:

• (Types::ModelCard)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 46969

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

#model_package ⇒ Types::ModelPackage

A container for your trained model that can be deployed for SageMaker inference. This can include inference code, artifacts, and metadata. The model package type can be one of the following.

• Versioned model: A part of a model package group in Model Registry.

• Unversioned model: Not part of a model package group and used in Amazon Web Services Marketplace.

For more information, see CreateModelPackage .

Returns:

• (Types::ModelPackage)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 46969

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

#model_package_group ⇒ Types::ModelPackageGroup

A group of versioned models in the Model Registry.

Returns:

• (Types::ModelPackageGroup)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 46969

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

#pipeline ⇒ Types::Pipeline

A SageMaker Model Building Pipeline instance.

Returns:

• (Types::Pipeline)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 46969

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

#pipeline_execution ⇒ Types::PipelineExecution

An execution of a pipeline.

Returns:

• (Types::PipelineExecution)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 46969

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

#pipeline_version ⇒ Types::PipelineVersion

The version of the pipeline.

Returns:

• (Types::PipelineVersion)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 46969

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

#project ⇒ Types::Project

The properties of a project.

Returns:

• (Types::Project)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 46969

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

#training_job ⇒ Types::TrainingJob

The properties of a training job.

Returns:

• (Types::TrainingJob)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 46969

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

#trial ⇒ Types::Trial

The properties of a trial.

Returns:

• (Types::Trial)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 46969

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

#trial_component ⇒ Types::TrialComponent

The properties of a trial component.

Returns:

• (Types::TrialComponent)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 46969

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