Class: Aws::LookoutEquipment::Types::CreateRetrainingSchedulerRequest

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

Overview

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#client_token ⇒ String

A unique identifier for the request. If you do not set the client request token, Amazon Lookout for Equipment generates one.

**A suitable default value is auto-generated.** You should normally not need to pass this option.

Returns:

  • (String) 


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# File 'lib/aws-sdk-lookoutequipment/types.rb', line 594

class CreateRetrainingSchedulerRequest < Struct.new(
  :model_name,
  :retraining_start_date,
  :retraining_frequency,
  :lookback_window,
  :promote_mode,
  :client_token)
  SENSITIVE = []
  include Aws::Structure
end

#lookback_window ⇒ String

The number of past days of data that will be used for retraining.

Returns:

  • (String) 


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# File 'lib/aws-sdk-lookoutequipment/types.rb', line 594

class CreateRetrainingSchedulerRequest < Struct.new(
  :model_name,
  :retraining_start_date,
  :retraining_frequency,
  :lookback_window,
  :promote_mode,
  :client_token)
  SENSITIVE = []
  include Aws::Structure
end

#model_name ⇒ String

The name of the model to add the retraining scheduler to.

Returns:

  • (String) 


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# File 'lib/aws-sdk-lookoutequipment/types.rb', line 594

class CreateRetrainingSchedulerRequest < Struct.new(
  :model_name,
  :retraining_start_date,
  :retraining_frequency,
  :lookback_window,
  :promote_mode,
  :client_token)
  SENSITIVE = []
  include Aws::Structure
end

#promote_mode ⇒ String

Indicates how the service will use new models. In ‘MANAGED` mode, new models will automatically be used for inference if they have better performance than the current model. In `MANUAL` mode, the new models will not be used [until they are manually activated].

[1]: docs.aws.amazon.com/lookout-for-equipment/latest/ug/versioning-model.html#model-activation

Returns:

  • (String) 


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# File 'lib/aws-sdk-lookoutequipment/types.rb', line 594

class CreateRetrainingSchedulerRequest < Struct.new(
  :model_name,
  :retraining_start_date,
  :retraining_frequency,
  :lookback_window,
  :promote_mode,
  :client_token)
  SENSITIVE = []
  include Aws::Structure
end

#retraining_frequency ⇒ String

This parameter uses the [ISO 8601] standard to set the frequency at which you want retraining to occur in terms of Years, Months, and/or Days (note: other parameters like Time are not currently supported). The minimum value is 30 days (P30D) and the maximum value is 1 year (P1Y). For example, the following values are valid:

  • P3M15D – Every 3 months and 15 days

  • P2M – Every 2 months

  • P150D – Every 150 days

[1]: en.wikipedia.org/wiki/ISO_8601#Durations

Returns:

  • (String) 


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# File 'lib/aws-sdk-lookoutequipment/types.rb', line 594

class CreateRetrainingSchedulerRequest < Struct.new(
  :model_name,
  :retraining_start_date,
  :retraining_frequency,
  :lookback_window,
  :promote_mode,
  :client_token)
  SENSITIVE = []
  include Aws::Structure
end

#retraining_start_date ⇒ Time

The start date for the retraining scheduler. Lookout for Equipment truncates the time you provide to the nearest UTC day.

Returns:

  • (Time) 


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# File 'lib/aws-sdk-lookoutequipment/types.rb', line 594

class CreateRetrainingSchedulerRequest < Struct.new(
  :model_name,
  :retraining_start_date,
  :retraining_frequency,
  :lookback_window,
  :promote_mode,
  :client_token)
  SENSITIVE = []
  include Aws::Structure
end