How do I edit/remove feature definitions (name/type) from my AWS Sagemaker Feature Group? From what I encounter in the Feature Store API, there are just options to delete Feature Group or record. I Tried to search the documentation for feature delete/edit methods without success. The current solution I see is to delete the Feature Group and recreate it with the correct feature definitions.
Remove/Edit feature definitions from AWS Sagemaker Feature Group
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SageMaker Feature Store supports the ability to delete an entire feature record, but not a specific feature. More specifically, the current version of Feature Store supports only immutable feature groups. Once you create a feature group, its schema cannot be changed.