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][1

in a Custom dataset group.

[1]: docs.aws.amazon.com/personalize/latest/dg/API_Solution.html

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 'lib/aws-sdk-personalize/types.rb', line 5621

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 'lib/aws-sdk-personalize/types.rb', line 5621

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 'lib/aws-sdk-personalize/types.rb', line 5621

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 'lib/aws-sdk-personalize/types.rb', line 5621

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 'lib/aws-sdk-personalize/types.rb', line 5621

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 'lib/aws-sdk-personalize/types.rb', line 5621

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 'lib/aws-sdk-personalize/types.rb', line 5621

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 'lib/aws-sdk-personalize/types.rb', line 5621

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 'lib/aws-sdk-personalize/types.rb', line 5621

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 'lib/aws-sdk-personalize/types.rb', line 5621

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 'lib/aws-sdk-personalize/types.rb', line 5621

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 'lib/aws-sdk-personalize/types.rb', line 5621

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 'lib/aws-sdk-personalize/types.rb', line 5621

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 'lib/aws-sdk-personalize/types.rb', line 5621

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 'lib/aws-sdk-personalize/types.rb', line 5621

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 'lib/aws-sdk-personalize/types.rb', line 5621

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 'lib/aws-sdk-personalize/types.rb', line 5621

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