Class: Aws::SageMaker::Types::UpdateInferenceComponentInput

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::UpdateInferenceComponentInput

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #deployment_config ⇒ Types::InferenceComponentDeploymentConfig

  The deployment configuration for the inference component.

• #inference_component_name ⇒ String

  The name of the inference component.

• #runtime_config ⇒ Types::InferenceComponentRuntimeConfig

  Runtime settings for a model that is deployed with an inference component.

• #specification ⇒ Types::InferenceComponentSpecification

  Details about the resources to deploy with this inference component, including the model, container, and compute resources.

• #specifications ⇒ Array<Types::InferenceComponentSpecification>

  A list of specification objects for the inference component, one per instance type.

Instance Attribute Details

#deployment_config ⇒ Types::InferenceComponentDeploymentConfig

The deployment configuration for the inference component. The configuration contains the desired deployment strategy and rollback settings.

Returns:

• (Types::InferenceComponentDeploymentConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 56274

class UpdateInferenceComponentInput < Struct.new(
  :inference_component_name,
  :specification,
  :specifications,
  :runtime_config,
  :deployment_config)
  SENSITIVE = []
  include Aws::Structure
end

#inference_component_name ⇒ String

The name of the inference component.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 56274

class UpdateInferenceComponentInput < Struct.new(
  :inference_component_name,
  :specification,
  :specifications,
  :runtime_config,
  :deployment_config)
  SENSITIVE = []
  include Aws::Structure
end

#runtime_config ⇒ Types::InferenceComponentRuntimeConfig

Runtime settings for a model that is deployed with an inference component.

Returns:

• (Types::InferenceComponentRuntimeConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 56274

class UpdateInferenceComponentInput < Struct.new(
  :inference_component_name,
  :specification,
  :specifications,
  :runtime_config,
  :deployment_config)
  SENSITIVE = []
  include Aws::Structure
end

#specification ⇒ Types::InferenceComponentSpecification

Details about the resources to deploy with this inference component, including the model, container, and compute resources.

Returns:

• (Types::InferenceComponentSpecification)

# File 'lib/aws-sdk-sagemaker/types.rb', line 56274

class UpdateInferenceComponentInput < Struct.new(
  :inference_component_name,
  :specification,
  :specifications,
  :runtime_config,
  :deployment_config)
  SENSITIVE = []
  include Aws::Structure
end

#specifications ⇒ Array<Types::InferenceComponentSpecification>

A list of specification objects for the inference component, one per instance type. Use this parameter when you want to specify different model or resource configurations for the inference component on each instance type. You can use either this parameter or the singular ‘Specification` parameter, but not both.

Returns:

• (Array<Types::InferenceComponentSpecification>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 56274

class UpdateInferenceComponentInput < Struct.new(
  :inference_component_name,
  :specification,
  :specifications,
  :runtime_config,
  :deployment_config)
  SENSITIVE = []
  include Aws::Structure
end