Class: Aws::Personalize::Types::Solution

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb

Overview

An object that provides information about a solution. A solution is a trained model that can be deployed as a campaign.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#auto_ml_resultTypes::AutoMLResult

When performAutoML is true, specifies the best recipe found.

Returns:



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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 4052

class Solution < Struct.new(
  :name,
  :solution_arn,
  :perform_hpo,
  :perform_auto_ml,
  :recipe_arn,
  :dataset_group_arn,
  :event_type,
  :solution_config,
  :auto_ml_result,
  :status,
  :creation_date_time,
  :last_updated_date_time,
  :latest_solution_version)
  SENSITIVE = []
  include Aws::Structure
end

#creation_date_timeTime

The creation date and time (in Unix time) of the solution.

Returns:

  • (Time)


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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 4052

class Solution < Struct.new(
  :name,
  :solution_arn,
  :perform_hpo,
  :perform_auto_ml,
  :recipe_arn,
  :dataset_group_arn,
  :event_type,
  :solution_config,
  :auto_ml_result,
  :status,
  :creation_date_time,
  :last_updated_date_time,
  :latest_solution_version)
  SENSITIVE = []
  include Aws::Structure
end

#dataset_group_arnString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 4052

class Solution < Struct.new(
  :name,
  :solution_arn,
  :perform_hpo,
  :perform_auto_ml,
  :recipe_arn,
  :dataset_group_arn,
  :event_type,
  :solution_config,
  :auto_ml_result,
  :status,
  :creation_date_time,
  :last_updated_date_time,
  :latest_solution_version)
  SENSITIVE = []
  include Aws::Structure
end

#event_typeString

The event type (for example, 'click' or 'like') that is used for training the model. If no eventType is provided, Amazon Personalize uses all interactions for training with equal weight regardless of type.

Returns:

  • (String)


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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 4052

class Solution < Struct.new(
  :name,
  :solution_arn,
  :perform_hpo,
  :perform_auto_ml,
  :recipe_arn,
  :dataset_group_arn,
  :event_type,
  :solution_config,
  :auto_ml_result,
  :status,
  :creation_date_time,
  :last_updated_date_time,
  :latest_solution_version)
  SENSITIVE = []
  include Aws::Structure
end

#last_updated_date_timeTime

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

Returns:

  • (Time)


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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 4052

class Solution < Struct.new(
  :name,
  :solution_arn,
  :perform_hpo,
  :perform_auto_ml,
  :recipe_arn,
  :dataset_group_arn,
  :event_type,
  :solution_config,
  :auto_ml_result,
  :status,
  :creation_date_time,
  :last_updated_date_time,
  :latest_solution_version)
  SENSITIVE = []
  include Aws::Structure
end

#latest_solution_versionTypes::SolutionVersionSummary

Describes the latest version of the solution, including the status and the ARN.



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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 4052

class Solution < Struct.new(
  :name,
  :solution_arn,
  :perform_hpo,
  :perform_auto_ml,
  :recipe_arn,
  :dataset_group_arn,
  :event_type,
  :solution_config,
  :auto_ml_result,
  :status,
  :creation_date_time,
  :last_updated_date_time,
  :latest_solution_version)
  SENSITIVE = []
  include Aws::Structure
end

#nameString

The name of the solution.

Returns:

  • (String)


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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 4052

class Solution < Struct.new(
  :name,
  :solution_arn,
  :perform_hpo,
  :perform_auto_ml,
  :recipe_arn,
  :dataset_group_arn,
  :event_type,
  :solution_config,
  :auto_ml_result,
  :status,
  :creation_date_time,
  :last_updated_date_time,
  :latest_solution_version)
  SENSITIVE = []
  include Aws::Structure
end

#perform_auto_mlBoolean

When true, Amazon Personalize performs a search for the best USER_PERSONALIZATION recipe from the list specified in the solution configuration (recipeArn must not be specified). When false (the default), Amazon Personalize uses recipeArn for training.

Returns:

  • (Boolean)


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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 4052

class Solution < Struct.new(
  :name,
  :solution_arn,
  :perform_hpo,
  :perform_auto_ml,
  :recipe_arn,
  :dataset_group_arn,
  :event_type,
  :solution_config,
  :auto_ml_result,
  :status,
  :creation_date_time,
  :last_updated_date_time,
  :latest_solution_version)
  SENSITIVE = []
  include Aws::Structure
end

#perform_hpoBoolean

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

Returns:

  • (Boolean)


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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 4052

class Solution < Struct.new(
  :name,
  :solution_arn,
  :perform_hpo,
  :perform_auto_ml,
  :recipe_arn,
  :dataset_group_arn,
  :event_type,
  :solution_config,
  :auto_ml_result,
  :status,
  :creation_date_time,
  :last_updated_date_time,
  :latest_solution_version)
  SENSITIVE = []
  include Aws::Structure
end

#recipe_arnString

The ARN of the recipe used to create the solution.

Returns:

  • (String)


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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 4052

class Solution < Struct.new(
  :name,
  :solution_arn,
  :perform_hpo,
  :perform_auto_ml,
  :recipe_arn,
  :dataset_group_arn,
  :event_type,
  :solution_config,
  :auto_ml_result,
  :status,
  :creation_date_time,
  :last_updated_date_time,
  :latest_solution_version)
  SENSITIVE = []
  include Aws::Structure
end

#solution_arnString

The ARN of the solution.

Returns:

  • (String)


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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 4052

class Solution < Struct.new(
  :name,
  :solution_arn,
  :perform_hpo,
  :perform_auto_ml,
  :recipe_arn,
  :dataset_group_arn,
  :event_type,
  :solution_config,
  :auto_ml_result,
  :status,
  :creation_date_time,
  :last_updated_date_time,
  :latest_solution_version)
  SENSITIVE = []
  include Aws::Structure
end

#solution_configTypes::SolutionConfig

Describes the configuration properties for the solution.



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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 4052

class Solution < Struct.new(
  :name,
  :solution_arn,
  :perform_hpo,
  :perform_auto_ml,
  :recipe_arn,
  :dataset_group_arn,
  :event_type,
  :solution_config,
  :auto_ml_result,
  :status,
  :creation_date_time,
  :last_updated_date_time,
  :latest_solution_version)
  SENSITIVE = []
  include Aws::Structure
end

#statusString

The status of the solution.

A solution can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

  • DELETE PENDING > DELETE IN_PROGRESS

Returns:

  • (String)


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# File 'gems/aws-sdk-personalize/lib/aws-sdk-personalize/types.rb', line 4052

class Solution < Struct.new(
  :name,
  :solution_arn,
  :perform_hpo,
  :perform_auto_ml,
  :recipe_arn,
  :dataset_group_arn,
  :event_type,
  :solution_config,
  :auto_ml_result,
  :status,
  :creation_date_time,
  :last_updated_date_time,
  :latest_solution_version)
  SENSITIVE = []
  include Aws::Structure
end