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

Inherits:
Struct
  • Object
show all
Includes:
Aws::Structure
Defined in:
lib/aws-sdk-sagemaker/types.rb

Overview

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#data_storage_configTypes::InferenceExperimentDataStorageConfig

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



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# File 'lib/aws-sdk-sagemaker/types.rb', line 45992

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

#descriptionString

The description of the inference experiment.

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 45992

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

#model_variantsArray<Types::ModelVariantConfig>

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

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 45992

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

#nameString

The name of the inference experiment to be updated.

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 45992

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

#scheduleTypes::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.



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# File 'lib/aws-sdk-sagemaker/types.rb', line 45992

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

#shadow_mode_configTypes::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.



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46001
# File 'lib/aws-sdk-sagemaker/types.rb', line 45992

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