Class: Aws::SageMaker::Types::UpdateInferenceExperimentRequest

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::UpdateInferenceExperimentRequest

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #data_storage_config ⇒ Types::InferenceExperimentDataStorageConfig

  The Amazon S3 location and configuration for storing inference request and response data.

• #description ⇒ String

  The description of the inference experiment.

• #model_variants ⇒ Array<Types::ModelVariantConfig>

  An array of ModelVariantConfig objects.

• #name ⇒ String

  The name of the inference experiment to be updated.

• #schedule ⇒ Types::InferenceExperimentSchedule

  The duration for which the inference experiment will run.

• #shadow_mode_config ⇒ Types::ShadowModeConfig

  The configuration of ShadowMode inference experiment type.

Instance Attribute Details

#data_storage_config ⇒ Types::InferenceExperimentDataStorageConfig

The Amazon S3 location and configuration for storing inference request and response data.

Returns:

• (Types::InferenceExperimentDataStorageConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 53647

class UpdateInferenceExperimentRequest < Struct.new(
  :name,
  :schedule,
  :description,
  :model_variants,
  :data_storage_config,
  :shadow_mode_config)
  SENSITIVE = []
  include Aws::Structure
end

#description ⇒ String

The description of the inference experiment.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 53647

class UpdateInferenceExperimentRequest < Struct.new(
  :name,
  :schedule,
  :description,
  :model_variants,
  :data_storage_config,
  :shadow_mode_config)
  SENSITIVE = []
  include Aws::Structure
end

#model_variants ⇒ Array<Types::ModelVariantConfig>

An array of ModelVariantConfig objects. There is one for each variant, whose infrastructure configuration you want to update.

Returns:

• (Array<Types::ModelVariantConfig>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 53647

class UpdateInferenceExperimentRequest < Struct.new(
  :name,
  :schedule,
  :description,
  :model_variants,
  :data_storage_config,
  :shadow_mode_config)
  SENSITIVE = []
  include Aws::Structure
end

#name ⇒ String

The name of the inference experiment to be updated.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 53647

class UpdateInferenceExperimentRequest < Struct.new(
  :name,
  :schedule,
  :description,
  :model_variants,
  :data_storage_config,
  :shadow_mode_config)
  SENSITIVE = []
  include Aws::Structure
end

#schedule ⇒ Types::InferenceExperimentSchedule

The duration for which the inference experiment will run. If the status of the inference experiment is Created, then you can update both the start and end dates. If the status of the inference experiment is Running, then you can update only the end date.

Returns:

• (Types::InferenceExperimentSchedule)

# File 'lib/aws-sdk-sagemaker/types.rb', line 53647

class UpdateInferenceExperimentRequest < Struct.new(
  :name,
  :schedule,
  :description,
  :model_variants,
  :data_storage_config,
  :shadow_mode_config)
  SENSITIVE = []
  include Aws::Structure
end

#shadow_mode_config ⇒ Types::ShadowModeConfig

The configuration of ShadowMode inference experiment type. Use this field to specify a production variant which takes all the inference requests, and a shadow variant to which Amazon SageMaker replicates a percentage of the inference requests. For the shadow variant also specify the percentage of requests that Amazon SageMaker replicates.

Returns:

• (Types::ShadowModeConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 53647

class UpdateInferenceExperimentRequest < Struct.new(
  :name,
  :schedule,
  :description,
  :model_variants,
  :data_storage_config,
  :shadow_mode_config)
  SENSITIVE = []
  include Aws::Structure
end