aws-cloudformation / aws-cloudformation/cloudformation-coverage-roadmap
[AWS::SageMaker::EndpointConfig] - [Coverage] - Add ScaleInPolicy to ManagedInstanceScaling
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Description
### Name of the resource
AWS::SageMaker::EndpointConfig
### Resource name
_No response_
### Description
The SageMaker API added ScaleInPolicy to ProductionVariantManagedInstanceScaling (released in AWS SDK JS v3.1020.0). This allows configuring scale-in behavior (e.g. LinearScaleInConfig) for managed instance scaling on real-time endpoints.
The CloudFormation resource AWS::SageMaker::EndpointConfig exposes ManagedInstanceScaling under ProductionVariants, but currently only supports:
Status
MinInstanceCount
MaxInstanceCount
ScaleInPolicy is missing, making it impossible to configure this behavior via CloudFormation or CDK without using escape hatches (addOverride).
### Other Details
API reference: https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ProductionVariantManagedInstanceScaling.html#sagemaker-Type-ProductionVariantManagedInstanceScaling-ScaleInPolicy
SDK release: https://github.com/aws/aws-sdk-js-v3/releases/tag/v3.1020.0
Contributor guide
Research direction
Start with the AWS::SageMaker::EndpointConfig resource coverage and compare its ProductionVariants ManagedInstanceScaling properties with the linked SageMaker API reference. Add support for ScaleInPolicy, including LinearScaleInConfig, so the property can be configured through CloudFormation and CDK without an override.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- aws
- Domain
- cloud
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Quiet
- Clarity
- Mostly clear
- Newbie friendliness
- 68/100