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.
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 versioned 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 38352 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 38352 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 38352 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 38352 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 38352 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 38352 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 38352 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 versioned model that can be deployed for SageMaker inference.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 38352 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 38352 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 38352 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 38352 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 38352 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 38352 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 38352 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 38352 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 |