Class: Aws::Personalize::Types::SolutionVersion

Inherits:

Struct

• Object
• Struct
• Aws::Personalize::Types::SolutionVersion

Defined in:

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

Overview

An object that provides information about a specific version of a Solution in a Custom dataset group.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #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.

• #name ⇒ String

  The name of the solution version.

• #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 to be performed when creating the solution version.

• #training_type ⇒ String

  Whether the solution version was created automatically or manually.

• #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.

Returns:

• (Time)

# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 5286

class SolutionVersion < Struct.new(
  :name,
  :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,
  :training_type)
  SENSITIVE = []
  include Aws::Structure
end

#dataset_group_arn ⇒ String

The Amazon Resource Name (ARN) of the dataset group providing the training data.

Returns:

• (String)

# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 5286

class SolutionVersion < Struct.new(
  :name,
  :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,
  :training_type)
  SENSITIVE = []
  include Aws::Structure
end

#event_type ⇒ String

The event type (for example, 'click' or 'like') that is used for training the model.

Returns:

• (String)

# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 5286

class SolutionVersion < Struct.new(
  :name,
  :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,
  :training_type)
  SENSITIVE = []
  include Aws::Structure
end

#failure_reason ⇒ String

If training a solution version fails, the reason for the failure.

Returns:

• (String)

# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 5286

class SolutionVersion < Struct.new(
  :name,
  :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,
  :training_type)
  SENSITIVE = []
  include Aws::Structure
end

#last_updated_date_time ⇒ Time

The date and time (in Unix time) that the solution was last updated.

Returns:

• (Time)

# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 5286

class SolutionVersion < Struct.new(
  :name,
  :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,
  :training_type)
  SENSITIVE = []
  include Aws::Structure
end

#name ⇒ String

The name of the solution version.

Returns:

• (String)

# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 5286

class SolutionVersion < Struct.new(
  :name,
  :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,
  :training_type)
  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.

Returns:

• (Boolean)

# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 5286

class SolutionVersion < Struct.new(
  :name,
  :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,
  :training_type)
  SENSITIVE = []
  include Aws::Structure
end

#perform_hpo ⇒ Boolean

Whether to perform hyperparameter optimization (HPO) on the chosen recipe. The default is false.

Returns:

• (Boolean)

# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 5286

class SolutionVersion < Struct.new(
  :name,
  :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,
  :training_type)
  SENSITIVE = []
  include Aws::Structure
end

#recipe_arn ⇒ String

The ARN of the recipe used in the solution.

Returns:

• (String)

# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 5286

class SolutionVersion < Struct.new(
  :name,
  :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,
  :training_type)
  SENSITIVE = []
  include Aws::Structure
end

#solution_arn ⇒ String

The ARN of the solution.

Returns:

• (String)

# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 5286

class SolutionVersion < Struct.new(
  :name,
  :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,
  :training_type)
  SENSITIVE = []
  include Aws::Structure
end

#solution_config ⇒ Types::SolutionConfig

Describes the configuration properties for the solution.

Returns:

• (Types::SolutionConfig)

# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 5286

class SolutionVersion < Struct.new(
  :name,
  :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,
  :training_type)
  SENSITIVE = []
  include Aws::Structure
end

#solution_version_arn ⇒ String

The ARN of the solution version.

Returns:

• (String)

# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 5286

class SolutionVersion < Struct.new(
  :name,
  :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,
  :training_type)
  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

• CREATE STOPPING

• CREATE STOPPED

Returns:

• (String)

# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 5286

class SolutionVersion < Struct.new(
  :name,
  :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,
  :training_type)
  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.

Returns:

• (Float)

# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 5286

class SolutionVersion < Struct.new(
  :name,
  :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,
  :training_type)
  SENSITIVE = []
  include Aws::Structure
end

#training_mode ⇒ String

The scope of training to be performed when creating the solution version. A FULL training considers all of the data in your dataset group. An UPDATE processes only the data that has changed since the latest training. Only solution versions created with the User-Personalization recipe can use UPDATE.

Returns:

• (String)

# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 5286

class SolutionVersion < Struct.new(
  :name,
  :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,
  :training_type)
  SENSITIVE = []
  include Aws::Structure
end

#training_type ⇒ String

Whether the solution version was created automatically or manually.

Returns:

• (String)

# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 5286

class SolutionVersion < Struct.new(
  :name,
  :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,
  :training_type)
  SENSITIVE = []
  include Aws::Structure
end

#tuned_hpo_params ⇒ Types::TunedHPOParams

If hyperparameter optimization was performed, contains the hyperparameter values of the best performing model.

Returns:

• (Types::TunedHPOParams)

# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 5286

class SolutionVersion < Struct.new(
  :name,
  :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,
  :training_type)
  SENSITIVE = []
  include Aws::Structure
end