UpdateModelPackageInput
¶
Source code in docs_src/capo_sagemaker/types/update_model_package_input.py
additional_inference_specifications_to_add
instance-attribute
¶
additional_inference_specifications_to_add: NotRequired[
AdditionalInferenceSpecifications
]
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.
approval_description
instance-attribute
¶
approval_description: NotRequired[ApprovalDescription]
A description for the approval status of the model.
client_token
instance-attribute
¶
client_token: NotRequired[ClientToken]
A unique token that guarantees that the call to this API is idempotent.
customer_metadata_properties
instance-attribute
¶
customer_metadata_properties: NotRequired[CustomerMetadataMap]
The metadata properties associated with the model package versions.
customer_metadata_properties_to_remove
instance-attribute
¶
customer_metadata_properties_to_remove: NotRequired[CustomerMetadataKeyList]
The metadata properties associated with the model package versions to remove.
inference_specification
instance-attribute
¶
inference_specification: NotRequired[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.
model_approval_status
instance-attribute
¶
model_approval_status: NotRequired[ModelApprovalStatus]
The approval status of the model.
model_card
instance-attribute
¶
model_card: NotRequired[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.
model_life_cycle
instance-attribute
¶
model_life_cycle: NotRequired[ModelLifeCycle]
A structure describing the current state of the model in its life cycle.
model_package_arn
instance-attribute
¶
model_package_arn: NotRequired[ModelPackageArn]
The Amazon Resource Name (ARN) of the model package.
model_package_registration_type
instance-attribute
¶
model_package_registration_type: NotRequired[ModelPackageRegistrationType]
The package registration type of the model package input.
source_uri
instance-attribute
¶
source_uri: NotRequired[ModelPackageSourceUri]
The URI of the source for the model package.