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

Inherits:

Struct

• Object
• Struct
• Aws::LookoutEquipment::Types::CreateRetrainingSchedulerRequest

Defined in:

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

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #client_token ⇒ String

  A unique identifier for the request.

• #lookback_window ⇒ String

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

• #model_name ⇒ String

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

• #promote_mode ⇒ String

  Indicates how the service will use new models.

• #retraining_frequency ⇒ String

  This parameter uses the [ISO 8601][1] 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).

• #retraining_start_date ⇒ Time

  The start date for the retraining scheduler.

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)

# File 'gems/aws-sdk-lookoutequipment/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)

# File 'gems/aws-sdk-lookoutequipment/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)

# File 'gems/aws-sdk-lookoutequipment/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.

Returns:

• (String)

# File 'gems/aws-sdk-lookoutequipment/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

Returns:

• (String)

# File 'gems/aws-sdk-lookoutequipment/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)

# File 'gems/aws-sdk-lookoutequipment/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