Class: Aws::LookoutEquipment::Types::UpdateRetrainingSchedulerRequest

Inherits:

Struct

• Object
• Struct
• Aws::LookoutEquipment::Types::UpdateRetrainingSchedulerRequest

Includes:

Structure

Defined in:

lib/aws-sdk-lookoutequipment/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #lookback_window ⇒ String

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

• #model_name ⇒ String

  The name of the model whose retraining scheduler you want to update.

• #promote_mode ⇒ String

  Indicates how the service will use new models.

• #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).

• #retraining_start_date ⇒ Time

  The start date for the retraining scheduler.

Instance Attribute Details

#lookback_window ⇒ String

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

Returns:

• (String)

# File 'lib/aws-sdk-lookoutequipment/types.rb', line 4298

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

#model_name ⇒ String

The name of the model whose retraining scheduler you want to update.

Returns:

• (String)

# File 'lib/aws-sdk-lookoutequipment/types.rb', line 4298

class UpdateRetrainingSchedulerRequest < Struct.new(
  :model_name,
  :retraining_start_date,
  :retraining_frequency,
  :lookback_window,
  :promote_mode)
  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)

# File 'lib/aws-sdk-lookoutequipment/types.rb', line 4298

class UpdateRetrainingSchedulerRequest < Struct.new(
  :model_name,
  :retraining_start_date,
  :retraining_frequency,
  :lookback_window,
  :promote_mode)
  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)

# File 'lib/aws-sdk-lookoutequipment/types.rb', line 4298

class UpdateRetrainingSchedulerRequest < Struct.new(
  :model_name,
  :retraining_start_date,
  :retraining_frequency,
  :lookback_window,
  :promote_mode)
  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 'lib/aws-sdk-lookoutequipment/types.rb', line 4298

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