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 43726

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 43726

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 43726

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 43726

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 43726

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 43726

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