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

Inherits:

Struct

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

show all

Includes:: Aws::Structure

Defined in:: lib/aws-sdk-sagemaker/types.rb

Overview

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

[1]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_Search.html

Constant Summary collapse

SENSITIVE =

[]

Instance Attribute Summary collapse

#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.
#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 'lib/aws-sdk-sagemaker/types.rb', line 43140

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :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 'lib/aws-sdk-sagemaker/types.rb', line 43140

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :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 'lib/aws-sdk-sagemaker/types.rb', line 43140

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :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 'lib/aws-sdk-sagemaker/types.rb', line 43140

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :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 'lib/aws-sdk-sagemaker/types.rb', line 43140

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :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 'lib/aws-sdk-sagemaker/types.rb', line 43140

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :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 'lib/aws-sdk-sagemaker/types.rb', line 43140

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :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` ][1].

[1]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateModelPackage.html

Returns:

(Types::ModelPackage)

# File 'lib/aws-sdk-sagemaker/types.rb', line 43140

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :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 'lib/aws-sdk-sagemaker/types.rb', line 43140

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :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 'lib/aws-sdk-sagemaker/types.rb', line 43140

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :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 'lib/aws-sdk-sagemaker/types.rb', line 43140

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :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 'lib/aws-sdk-sagemaker/types.rb', line 43140

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :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 'lib/aws-sdk-sagemaker/types.rb', line 43140

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :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 'lib/aws-sdk-sagemaker/types.rb', line 43140

class SearchRecord < Struct.new(
  :training_job,
  :experiment,
  :trial,
  :trial_component,
  :endpoint,
  :model_package,
  :model_package_group,
  :pipeline,
  :pipeline_execution,
  :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 'lib/aws-sdk-sagemaker/types.rb', line 43140

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

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

Overview

Constant Summary collapse

Instance Attribute Summary collapse

Instance Attribute Details

#endpoint ⇒ Types::Endpoint

#experiment ⇒ Types::Experiment

#feature_group ⇒ Types::FeatureGroup

#feature_metadata ⇒ Types::FeatureMetadata

#hyper_parameter_tuning_job ⇒ Types::HyperParameterTuningJobSearchEntity

#model ⇒ Types::ModelDashboardModel

#model_card ⇒ Types::ModelCard

#model_package ⇒ Types::ModelPackage

#model_package_group ⇒ Types::ModelPackageGroup

#pipeline ⇒ Types::Pipeline

#pipeline_execution ⇒ Types::PipelineExecution

#project ⇒ Types::Project

#training_job ⇒ Types::TrainingJob

#trial ⇒ Types::Trial

#trial_component ⇒ Types::TrialComponent

#endpoint ⇒ `Types::Endpoint`

#experiment ⇒ `Types::Experiment`

#feature_group ⇒ `Types::FeatureGroup`

#feature_metadata ⇒ `Types::FeatureMetadata`

#hyper_parameter_tuning_job ⇒ `Types::HyperParameterTuningJobSearchEntity`

#model ⇒ `Types::ModelDashboardModel`

#model_card ⇒ `Types::ModelCard`

#model_package ⇒ `Types::ModelPackage`

#model_package_group ⇒ `Types::ModelPackageGroup`

#pipeline ⇒ `Types::Pipeline`

#pipeline_execution ⇒ `Types::PipelineExecution`

#project ⇒ `Types::Project`

#training_job ⇒ `Types::TrainingJob`

#trial ⇒ `Types::Trial`

#trial_component ⇒ `Types::TrialComponent`