Class: Aws::Personalize::Types::UpdateSolutionRequest

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

Overview

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#perform_auto_training ⇒ Boolean

Whether the solution uses automatic training to create new solution versions (trained models). You can change the training frequency by specifying a ‘schedulingExpression` in the `AutoTrainingConfig` as part of solution configuration.

If you turn on automatic training, the first automatic training starts within one hour after the solution update completes. If you manually create a solution version within the hour, the solution skips the first automatic training. For more information about automatic training, see [Configuring automatic training].

After training starts, you can get the solution version’s Amazon Resource Name (ARN) with the [ListSolutionVersions] API operation. To get its status, use the [DescribeSolutionVersion].

[1]: docs.aws.amazon.com/personalize/latest/dg/solution-config-auto-training.html [2]: docs.aws.amazon.com/personalize/latest/dg/API_ListSolutionVersions.html [3]: docs.aws.amazon.com/personalize/latest/dg/API_DescribeSolutionVersion.html

Returns:

  • (Boolean) 


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# File 'lib/aws-sdk-personalize/types.rb', line 6261

class UpdateSolutionRequest < Struct.new(
  :solution_arn,
  :perform_auto_training,
  :perform_incremental_update,
  :solution_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#perform_incremental_update ⇒ Boolean

Whether to perform incremental training updates on your model. When enabled, this allows the model to learn from new data more frequently without requiring full retraining, which enables near real-time personalization. This parameter is supported only for solutions that use the semantic-similarity recipe.

Returns:

  • (Boolean) 


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# File 'lib/aws-sdk-personalize/types.rb', line 6261

class UpdateSolutionRequest < Struct.new(
  :solution_arn,
  :perform_auto_training,
  :perform_incremental_update,
  :solution_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#solution_arn ⇒ String

The Amazon Resource Name (ARN) of the solution to update.

Returns:

  • (String) 


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# File 'lib/aws-sdk-personalize/types.rb', line 6261

class UpdateSolutionRequest < Struct.new(
  :solution_arn,
  :perform_auto_training,
  :perform_incremental_update,
  :solution_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#solution_update_config ⇒ Types::SolutionUpdateConfig

The new configuration details of the solution.

Returns:



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# File 'lib/aws-sdk-personalize/types.rb', line 6261

class UpdateSolutionRequest < Struct.new(
  :solution_arn,
  :perform_auto_training,
  :perform_incremental_update,
  :solution_update_config)
  SENSITIVE = []
  include Aws::Structure
end