sagemaker: Support AWS Marketplace models

[petermeansrock]

Describe the feature

As described in the SageMaker Endpoint L2 construct RFC:

AWS Marketplace Models: The ModelPackageName string attribute was added to the ContainerDefinition CloudFormation structure to specify the ARN of a reusable, versioned model which can be listed on the AWS Marketplace.

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Use Case

"Pre-trained machine learning (ML) models available in AWS Marketplace take care of the heavy lifting, helping you deliver Artificial Intelligence (AI)- and ML-powered features faster and at a lower cost." (link)

Proposed Solution

As described in the SageMaker Endpoint L2 construct RFC:

When creating a Model resource from a model package, the customer need no longer specify a container image as the model package contains all information about the underlying container(s) required for inference. To incorporate this support into the SageMaker module, it would likely entail creating a new L2 construct ModelPackage to represent the AWS::SageMaker::ModelPackage CloudFormation resource and modifying the proposed ContainerDefinition interface to support an optional IModelPackage as an attribute (while making image: ContainerImage an optional attribute).

Other Information

No response

Acknowledgements

• I may be able to implement this feature request
• This feature might incur a breaking change

CDK version used

2.54.0-alpha.0

Environment details (OS name and version, etc.)

macOS Ventura