Class: Aws::SageMaker::Types::UpdateModelPackageInput

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::UpdateModelPackageInput

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #additional_inference_specifications_to_add ⇒ Array<Types::AdditionalInferenceSpecificationDefinition>

  An array of additional Inference Specification objects to be added to the existing array additional Inference Specification.

• #approval_description ⇒ String

  A description for the approval status of the model.

• #client_token ⇒ String

  A unique token that guarantees that the call to this API is idempotent.

• #customer_metadata_properties ⇒ Hash<String,String>

  The metadata properties associated with the model package versions.

• #customer_metadata_properties_to_remove ⇒ Array<String>

  The metadata properties associated with the model package versions to remove.

• #inference_specification ⇒ Types::InferenceSpecification

  Specifies details about inference jobs that you can run with models based on this model package, including the following information:.

• #model_approval_status ⇒ String

  The approval status of the model.

• #model_card ⇒ Types::ModelPackageModelCard

  The model card associated with the model package.

• #model_life_cycle ⇒ Types::ModelLifeCycle

  A structure describing the current state of the model in its life cycle.

• #model_package_arn ⇒ String

  The Amazon Resource Name (ARN) of the model package.

• #source_uri ⇒ String

  The URI of the source for the model package.

Instance Attribute Details

#additional_inference_specifications_to_add ⇒ Array<Types::AdditionalInferenceSpecificationDefinition>

An array of additional Inference Specification objects to be added to the existing array additional Inference Specification. Total number of additional Inference Specifications can not exceed 15. Each additional Inference Specification specifies artifacts based on this model package that can be used on inference endpoints. Generally used with SageMaker Neo to store the compiled artifacts.

Returns:

• (Array<Types::AdditionalInferenceSpecificationDefinition>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 46271

class UpdateModelPackageInput < Struct.new(
  :model_package_arn,
  :model_approval_status,
  :approval_description,
  :customer_metadata_properties,
  :customer_metadata_properties_to_remove,
  :additional_inference_specifications_to_add,
  :inference_specification,
  :source_uri,
  :model_card,
  :model_life_cycle,
  :client_token)
  SENSITIVE = []
  include Aws::Structure
end

#approval_description ⇒ String

A description for the approval status of the model.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 46271

class UpdateModelPackageInput < Struct.new(
  :model_package_arn,
  :model_approval_status,
  :approval_description,
  :customer_metadata_properties,
  :customer_metadata_properties_to_remove,
  :additional_inference_specifications_to_add,
  :inference_specification,
  :source_uri,
  :model_card,
  :model_life_cycle,
  :client_token)
  SENSITIVE = []
  include Aws::Structure
end

#client_token ⇒ String

A unique token that guarantees that the call to this API is idempotent.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 46271

class UpdateModelPackageInput < Struct.new(
  :model_package_arn,
  :model_approval_status,
  :approval_description,
  :customer_metadata_properties,
  :customer_metadata_properties_to_remove,
  :additional_inference_specifications_to_add,
  :inference_specification,
  :source_uri,
  :model_card,
  :model_life_cycle,
  :client_token)
  SENSITIVE = []
  include Aws::Structure
end

#customer_metadata_properties ⇒ Hash<String,String>

The metadata properties associated with the model package versions.

Returns:

• (Hash<String,String>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 46271

class UpdateModelPackageInput < Struct.new(
  :model_package_arn,
  :model_approval_status,
  :approval_description,
  :customer_metadata_properties,
  :customer_metadata_properties_to_remove,
  :additional_inference_specifications_to_add,
  :inference_specification,
  :source_uri,
  :model_card,
  :model_life_cycle,
  :client_token)
  SENSITIVE = []
  include Aws::Structure
end

#customer_metadata_properties_to_remove ⇒ Array<String>

The metadata properties associated with the model package versions to remove.

Returns:

• (Array<String>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 46271

class UpdateModelPackageInput < Struct.new(
  :model_package_arn,
  :model_approval_status,
  :approval_description,
  :customer_metadata_properties,
  :customer_metadata_properties_to_remove,
  :additional_inference_specifications_to_add,
  :inference_specification,
  :source_uri,
  :model_card,
  :model_life_cycle,
  :client_token)
  SENSITIVE = []
  include Aws::Structure
end

#inference_specification ⇒ Types::InferenceSpecification

Specifies details about inference jobs that you can run with models based on this model package, including the following information:

• The Amazon ECR paths of containers that contain the inference code and model artifacts.

• The instance types that the model package supports for transform jobs and real-time endpoints used for inference.

• The input and output content formats that the model package supports for inference.

Returns:

• (Types::InferenceSpecification)

# File 'lib/aws-sdk-sagemaker/types.rb', line 46271

class UpdateModelPackageInput < Struct.new(
  :model_package_arn,
  :model_approval_status,
  :approval_description,
  :customer_metadata_properties,
  :customer_metadata_properties_to_remove,
  :additional_inference_specifications_to_add,
  :inference_specification,
  :source_uri,
  :model_card,
  :model_life_cycle,
  :client_token)
  SENSITIVE = []
  include Aws::Structure
end

#model_approval_status ⇒ String

The approval status of the model.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 46271

class UpdateModelPackageInput < Struct.new(
  :model_package_arn,
  :model_approval_status,
  :approval_description,
  :customer_metadata_properties,
  :customer_metadata_properties_to_remove,
  :additional_inference_specifications_to_add,
  :inference_specification,
  :source_uri,
  :model_card,
  :model_life_cycle,
  :client_token)
  SENSITIVE = []
  include Aws::Structure
end

#model_card ⇒ Types::ModelPackageModelCard

The model card associated with the model package. Since ‘ModelPackageModelCard` is tied to a model package, it is a specific usage of a model card and its schema is simplified compared to the schema of `ModelCard`. The `ModelPackageModelCard` schema does not include `model_package_details`, and `model_overview` is composed of the `model_creator` and `model_artifact` properties. For more information about the model package model card schema, see [Model package model card schema]. For more information about the model card associated with the model package, see [View the Details of a Model Version].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html#model-card-schema [2]: docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html

Returns:

• (Types::ModelPackageModelCard)

# File 'lib/aws-sdk-sagemaker/types.rb', line 46271

class UpdateModelPackageInput < Struct.new(
  :model_package_arn,
  :model_approval_status,
  :approval_description,
  :customer_metadata_properties,
  :customer_metadata_properties_to_remove,
  :additional_inference_specifications_to_add,
  :inference_specification,
  :source_uri,
  :model_card,
  :model_life_cycle,
  :client_token)
  SENSITIVE = []
  include Aws::Structure
end

#model_life_cycle ⇒ Types::ModelLifeCycle

A structure describing the current state of the model in its life cycle.

Returns:

• (Types::ModelLifeCycle)

# File 'lib/aws-sdk-sagemaker/types.rb', line 46271

class UpdateModelPackageInput < Struct.new(
  :model_package_arn,
  :model_approval_status,
  :approval_description,
  :customer_metadata_properties,
  :customer_metadata_properties_to_remove,
  :additional_inference_specifications_to_add,
  :inference_specification,
  :source_uri,
  :model_card,
  :model_life_cycle,
  :client_token)
  SENSITIVE = []
  include Aws::Structure
end

#model_package_arn ⇒ String

The Amazon Resource Name (ARN) of the model package.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 46271

class UpdateModelPackageInput < Struct.new(
  :model_package_arn,
  :model_approval_status,
  :approval_description,
  :customer_metadata_properties,
  :customer_metadata_properties_to_remove,
  :additional_inference_specifications_to_add,
  :inference_specification,
  :source_uri,
  :model_card,
  :model_life_cycle,
  :client_token)
  SENSITIVE = []
  include Aws::Structure
end

#source_uri ⇒ String

The URI of the source for the model package.

Returns:

• (String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 46271

class UpdateModelPackageInput < Struct.new(
  :model_package_arn,
  :model_approval_status,
  :approval_description,
  :customer_metadata_properties,
  :customer_metadata_properties_to_remove,
  :additional_inference_specifications_to_add,
  :inference_specification,
  :source_uri,
  :model_card,
  :model_life_cycle,
  :client_token)
  SENSITIVE = []
  include Aws::Structure
end