Class: Aws::SageMaker::Types::UpdateTrialComponentRequest

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::UpdateTrialComponentRequest

Defined in:

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

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #display_name ⇒ String

  The name of the component as displayed.

• #end_time ⇒ Time

  When the component ended.

• #input_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>

  Replaces all of the component's input artifacts with the specified artifacts or adds new input artifacts.

• #input_artifacts_to_remove ⇒ Array<String>

  The input artifacts to remove from the component.

• #output_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>

  Replaces all of the component's output artifacts with the specified artifacts or adds new output artifacts.

• #output_artifacts_to_remove ⇒ Array<String>

  The output artifacts to remove from the component.

• #parameters ⇒ Hash<String,Types::TrialComponentParameterValue>

  Replaces all of the component's hyperparameters with the specified hyperparameters or add new hyperparameters.

• #parameters_to_remove ⇒ Array<String>

  The hyperparameters to remove from the component.

• #start_time ⇒ Time

  When the component started.

• #status ⇒ Types::TrialComponentStatus

  The new status of the component.

• #trial_component_name ⇒ String

  The name of the component to update.

Instance Attribute Details

#display_name ⇒ String

The name of the component as displayed. The name doesn't need to be unique. If DisplayName isn't specified, TrialComponentName is displayed.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 58796

class UpdateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :parameters_to_remove,
  :input_artifacts,
  :input_artifacts_to_remove,
  :output_artifacts,
  :output_artifacts_to_remove)
  SENSITIVE = []
  include Aws::Structure
end

#end_time ⇒ Time

When the component ended.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 58796

class UpdateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :parameters_to_remove,
  :input_artifacts,
  :input_artifacts_to_remove,
  :output_artifacts,
  :output_artifacts_to_remove)
  SENSITIVE = []
  include Aws::Structure
end

#input_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>

Replaces all of the component's input artifacts with the specified artifacts or adds new input artifacts. Existing input artifacts are replaced if the trial component is updated with an identical input artifact key.

Returns:

• (Hash<String,Types::TrialComponentArtifact>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 58796

class UpdateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :parameters_to_remove,
  :input_artifacts,
  :input_artifacts_to_remove,
  :output_artifacts,
  :output_artifacts_to_remove)
  SENSITIVE = []
  include Aws::Structure
end

#input_artifacts_to_remove ⇒ Array<String>

The input artifacts to remove from the component.

Returns:

• (Array<String>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 58796

class UpdateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :parameters_to_remove,
  :input_artifacts,
  :input_artifacts_to_remove,
  :output_artifacts,
  :output_artifacts_to_remove)
  SENSITIVE = []
  include Aws::Structure
end

#output_artifacts ⇒ Hash<String,Types::TrialComponentArtifact>

Replaces all of the component's output artifacts with the specified artifacts or adds new output artifacts. Existing output artifacts are replaced if the trial component is updated with an identical output artifact key.

Returns:

• (Hash<String,Types::TrialComponentArtifact>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 58796

class UpdateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :parameters_to_remove,
  :input_artifacts,
  :input_artifacts_to_remove,
  :output_artifacts,
  :output_artifacts_to_remove)
  SENSITIVE = []
  include Aws::Structure
end

#output_artifacts_to_remove ⇒ Array<String>

The output artifacts to remove from the component.

Returns:

• (Array<String>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 58796

class UpdateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :parameters_to_remove,
  :input_artifacts,
  :input_artifacts_to_remove,
  :output_artifacts,
  :output_artifacts_to_remove)
  SENSITIVE = []
  include Aws::Structure
end

#parameters ⇒ Hash<String,Types::TrialComponentParameterValue>

Replaces all of the component's hyperparameters with the specified hyperparameters or add new hyperparameters. Existing hyperparameters are replaced if the trial component is updated with an identical hyperparameter key.

Returns:

• (Hash<String,Types::TrialComponentParameterValue>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 58796

class UpdateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :parameters_to_remove,
  :input_artifacts,
  :input_artifacts_to_remove,
  :output_artifacts,
  :output_artifacts_to_remove)
  SENSITIVE = []
  include Aws::Structure
end

#parameters_to_remove ⇒ Array<String>

The hyperparameters to remove from the component.

Returns:

• (Array<String>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 58796

class UpdateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :parameters_to_remove,
  :input_artifacts,
  :input_artifacts_to_remove,
  :output_artifacts,
  :output_artifacts_to_remove)
  SENSITIVE = []
  include Aws::Structure
end

#start_time ⇒ Time

When the component started.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 58796

class UpdateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :parameters_to_remove,
  :input_artifacts,
  :input_artifacts_to_remove,
  :output_artifacts,
  :output_artifacts_to_remove)
  SENSITIVE = []
  include Aws::Structure
end

#status ⇒ Types::TrialComponentStatus

The new status of the component.

Returns:

• (Types::TrialComponentStatus)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 58796

class UpdateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :parameters_to_remove,
  :input_artifacts,
  :input_artifacts_to_remove,
  :output_artifacts,
  :output_artifacts_to_remove)
  SENSITIVE = []
  include Aws::Structure
end

#trial_component_name ⇒ String

The name of the component to update.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 58796

class UpdateTrialComponentRequest < Struct.new(
  :trial_component_name,
  :display_name,
  :status,
  :start_time,
  :end_time,
  :parameters,
  :parameters_to_remove,
  :input_artifacts,
  :input_artifacts_to_remove,
  :output_artifacts,
  :output_artifacts_to_remove)
  SENSITIVE = []
  include Aws::Structure
end