Class: Aws::Personalize::Types::SolutionVersion
- Inherits:
-
Struct
- Object
- Struct
- Aws::Personalize::Types::SolutionVersion
- Includes:
- Structure
- Defined in:
- lib/aws-sdk-personalize/types.rb
Overview
An object that provides information about a specific version of a Solution.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#creation_date_time ⇒ Time
The date and time (in Unix time) that this version of the solution was created.
-
#dataset_group_arn ⇒ String
The Amazon Resource Name (ARN) of the dataset group providing the training data.
-
#event_type ⇒ String
The event type (for example, ‘click’ or ‘like’) that is used for training the model.
-
#failure_reason ⇒ String
If training a solution version fails, the reason for the failure.
-
#last_updated_date_time ⇒ Time
The date and time (in Unix time) that the solution was last updated.
-
#perform_auto_ml ⇒ Boolean
When true, Amazon Personalize searches for the most optimal recipe according to the solution configuration.
-
#perform_hpo ⇒ Boolean
Whether to perform hyperparameter optimization (HPO) on the chosen recipe.
-
#recipe_arn ⇒ String
The ARN of the recipe used in the solution.
-
#solution_arn ⇒ String
The ARN of the solution.
-
#solution_config ⇒ Types::SolutionConfig
Describes the configuration properties for the solution.
-
#solution_version_arn ⇒ String
The ARN of the solution version.
-
#status ⇒ String
The status of the solution version.
-
#training_hours ⇒ Float
The time used to train the model.
-
#training_mode ⇒ String
The scope of training used to create the solution version.
-
#tuned_hpo_params ⇒ Types::TunedHPOParams
If hyperparameter optimization was performed, contains the hyperparameter values of the best performing model.
Instance Attribute Details
#creation_date_time ⇒ Time
The date and time (in Unix time) that this version of the solution was created.
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# File 'lib/aws-sdk-personalize/types.rb', line 3819 class SolutionVersion < Struct.new( :solution_version_arn, :solution_arn, :perform_hpo, :perform_auto_ml, :recipe_arn, :event_type, :dataset_group_arn, :solution_config, :training_hours, :training_mode, :tuned_hpo_params, :status, :failure_reason, :creation_date_time, :last_updated_date_time) SENSITIVE = [] include Aws::Structure end |
#dataset_group_arn ⇒ String
The Amazon Resource Name (ARN) of the dataset group providing the training data.
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# File 'lib/aws-sdk-personalize/types.rb', line 3819 class SolutionVersion < Struct.new( :solution_version_arn, :solution_arn, :perform_hpo, :perform_auto_ml, :recipe_arn, :event_type, :dataset_group_arn, :solution_config, :training_hours, :training_mode, :tuned_hpo_params, :status, :failure_reason, :creation_date_time, :last_updated_date_time) SENSITIVE = [] include Aws::Structure end |
#event_type ⇒ String
The event type (for example, ‘click’ or ‘like’) that is used for training the model.
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# File 'lib/aws-sdk-personalize/types.rb', line 3819 class SolutionVersion < Struct.new( :solution_version_arn, :solution_arn, :perform_hpo, :perform_auto_ml, :recipe_arn, :event_type, :dataset_group_arn, :solution_config, :training_hours, :training_mode, :tuned_hpo_params, :status, :failure_reason, :creation_date_time, :last_updated_date_time) SENSITIVE = [] include Aws::Structure end |
#failure_reason ⇒ String
If training a solution version fails, the reason for the failure.
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# File 'lib/aws-sdk-personalize/types.rb', line 3819 class SolutionVersion < Struct.new( :solution_version_arn, :solution_arn, :perform_hpo, :perform_auto_ml, :recipe_arn, :event_type, :dataset_group_arn, :solution_config, :training_hours, :training_mode, :tuned_hpo_params, :status, :failure_reason, :creation_date_time, :last_updated_date_time) SENSITIVE = [] include Aws::Structure end |
#last_updated_date_time ⇒ Time
The date and time (in Unix time) that the solution was last updated.
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# File 'lib/aws-sdk-personalize/types.rb', line 3819 class SolutionVersion < Struct.new( :solution_version_arn, :solution_arn, :perform_hpo, :perform_auto_ml, :recipe_arn, :event_type, :dataset_group_arn, :solution_config, :training_hours, :training_mode, :tuned_hpo_params, :status, :failure_reason, :creation_date_time, :last_updated_date_time) SENSITIVE = [] include Aws::Structure end |
#perform_auto_ml ⇒ Boolean
When true, Amazon Personalize searches for the most optimal recipe according to the solution configuration. When false (the default), Amazon Personalize uses ‘recipeArn`.
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# File 'lib/aws-sdk-personalize/types.rb', line 3819 class SolutionVersion < Struct.new( :solution_version_arn, :solution_arn, :perform_hpo, :perform_auto_ml, :recipe_arn, :event_type, :dataset_group_arn, :solution_config, :training_hours, :training_mode, :tuned_hpo_params, :status, :failure_reason, :creation_date_time, :last_updated_date_time) SENSITIVE = [] include Aws::Structure end |
#perform_hpo ⇒ Boolean
Whether to perform hyperparameter optimization (HPO) on the chosen recipe. The default is ‘false`.
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# File 'lib/aws-sdk-personalize/types.rb', line 3819 class SolutionVersion < Struct.new( :solution_version_arn, :solution_arn, :perform_hpo, :perform_auto_ml, :recipe_arn, :event_type, :dataset_group_arn, :solution_config, :training_hours, :training_mode, :tuned_hpo_params, :status, :failure_reason, :creation_date_time, :last_updated_date_time) SENSITIVE = [] include Aws::Structure end |
#recipe_arn ⇒ String
The ARN of the recipe used in the solution.
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# File 'lib/aws-sdk-personalize/types.rb', line 3819 class SolutionVersion < Struct.new( :solution_version_arn, :solution_arn, :perform_hpo, :perform_auto_ml, :recipe_arn, :event_type, :dataset_group_arn, :solution_config, :training_hours, :training_mode, :tuned_hpo_params, :status, :failure_reason, :creation_date_time, :last_updated_date_time) SENSITIVE = [] include Aws::Structure end |
#solution_arn ⇒ String
The ARN of the solution.
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# File 'lib/aws-sdk-personalize/types.rb', line 3819 class SolutionVersion < Struct.new( :solution_version_arn, :solution_arn, :perform_hpo, :perform_auto_ml, :recipe_arn, :event_type, :dataset_group_arn, :solution_config, :training_hours, :training_mode, :tuned_hpo_params, :status, :failure_reason, :creation_date_time, :last_updated_date_time) SENSITIVE = [] include Aws::Structure end |
#solution_config ⇒ Types::SolutionConfig
Describes the configuration properties for the solution.
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# File 'lib/aws-sdk-personalize/types.rb', line 3819 class SolutionVersion < Struct.new( :solution_version_arn, :solution_arn, :perform_hpo, :perform_auto_ml, :recipe_arn, :event_type, :dataset_group_arn, :solution_config, :training_hours, :training_mode, :tuned_hpo_params, :status, :failure_reason, :creation_date_time, :last_updated_date_time) SENSITIVE = [] include Aws::Structure end |
#solution_version_arn ⇒ String
The ARN of the solution version.
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# File 'lib/aws-sdk-personalize/types.rb', line 3819 class SolutionVersion < Struct.new( :solution_version_arn, :solution_arn, :perform_hpo, :perform_auto_ml, :recipe_arn, :event_type, :dataset_group_arn, :solution_config, :training_hours, :training_mode, :tuned_hpo_params, :status, :failure_reason, :creation_date_time, :last_updated_date_time) SENSITIVE = [] include Aws::Structure end |
#status ⇒ String
The status of the solution version.
A solution version can be in one of the following states:
-
CREATE PENDING
-
CREATE IN_PROGRESS
-
ACTIVE
-
CREATE FAILED
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# File 'lib/aws-sdk-personalize/types.rb', line 3819 class SolutionVersion < Struct.new( :solution_version_arn, :solution_arn, :perform_hpo, :perform_auto_ml, :recipe_arn, :event_type, :dataset_group_arn, :solution_config, :training_hours, :training_mode, :tuned_hpo_params, :status, :failure_reason, :creation_date_time, :last_updated_date_time) SENSITIVE = [] include Aws::Structure end |
#training_hours ⇒ Float
The time used to train the model. You are billed for the time it takes to train a model. This field is visible only after Amazon Personalize successfully trains a model.
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# File 'lib/aws-sdk-personalize/types.rb', line 3819 class SolutionVersion < Struct.new( :solution_version_arn, :solution_arn, :perform_hpo, :perform_auto_ml, :recipe_arn, :event_type, :dataset_group_arn, :solution_config, :training_hours, :training_mode, :tuned_hpo_params, :status, :failure_reason, :creation_date_time, :last_updated_date_time) SENSITIVE = [] include Aws::Structure end |
#training_mode ⇒ String
The scope of training used to create the solution version. The ‘FULL` option trains the solution version based on the entirety of the input solution’s training data, while the ‘UPDATE` option processes only the training data that has changed since the creation of the last solution version. Choose `UPDATE` when you want to start recommending items added to the dataset without retraining the model.
The ‘UPDATE` option can only be used after you’ve created a solution version with the ‘FULL` option and the training solution uses the native-recipe-hrnn-coldstart.
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# File 'lib/aws-sdk-personalize/types.rb', line 3819 class SolutionVersion < Struct.new( :solution_version_arn, :solution_arn, :perform_hpo, :perform_auto_ml, :recipe_arn, :event_type, :dataset_group_arn, :solution_config, :training_hours, :training_mode, :tuned_hpo_params, :status, :failure_reason, :creation_date_time, :last_updated_date_time) SENSITIVE = [] include Aws::Structure end |
#tuned_hpo_params ⇒ Types::TunedHPOParams
If hyperparameter optimization was performed, contains the hyperparameter values of the best performing model.
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# File 'lib/aws-sdk-personalize/types.rb', line 3819 class SolutionVersion < Struct.new( :solution_version_arn, :solution_arn, :perform_hpo, :perform_auto_ml, :recipe_arn, :event_type, :dataset_group_arn, :solution_config, :training_hours, :training_mode, :tuned_hpo_params, :status, :failure_reason, :creation_date_time, :last_updated_date_time) SENSITIVE = [] include Aws::Structure end |