Class: Aws::SageMaker::Types::CreateInferenceComponentInput

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::CreateInferenceComponentInput

Defined in:

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

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #endpoint_name ⇒ String

  The name of an existing endpoint where you host the inference component.

• #inference_component_name ⇒ String

  A unique name to assign to 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.

• #tags ⇒ Array<Types::Tag>

  A list of key-value pairs associated with the model.

• #variant_name ⇒ String

  The name of an existing production variant where you host the inference component.

Instance Attribute Details

#endpoint_name ⇒ String

The name of an existing endpoint where you host the inference component.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11202

class CreateInferenceComponentInput < Struct.new(
  :inference_component_name,
  :endpoint_name,
  :variant_name,
  :specification,
  :specifications,
  :runtime_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#inference_component_name ⇒ String

A unique name to assign to the inference component.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11202

class CreateInferenceComponentInput < Struct.new(
  :inference_component_name,
  :endpoint_name,
  :variant_name,
  :specification,
  :specifications,
  :runtime_config,
  :tags)
  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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11202

class CreateInferenceComponentInput < Struct.new(
  :inference_component_name,
  :endpoint_name,
  :variant_name,
  :specification,
  :specifications,
  :runtime_config,
  :tags)
  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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11202

class CreateInferenceComponentInput < Struct.new(
  :inference_component_name,
  :endpoint_name,
  :variant_name,
  :specification,
  :specifications,
  :runtime_config,
  :tags)
  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 deploy a different model or resource configuration 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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11202

class CreateInferenceComponentInput < Struct.new(
  :inference_component_name,
  :endpoint_name,
  :variant_name,
  :specification,
  :specifications,
  :runtime_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#tags ⇒ Array<Types::Tag>

A list of key-value pairs associated with the model. For more information, see Tagging Amazon Web Services resources in the Amazon Web Services General Reference.

Returns:

• (Array<Types::Tag>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11202

class CreateInferenceComponentInput < Struct.new(
  :inference_component_name,
  :endpoint_name,
  :variant_name,
  :specification,
  :specifications,
  :runtime_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#variant_name ⇒ String

The name of an existing production variant where you host the inference component.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 11202

class CreateInferenceComponentInput < Struct.new(
  :inference_component_name,
  :endpoint_name,
  :variant_name,
  :specification,
  :specifications,
  :runtime_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end