Amazon SageMaker Feature Store now supports the ability to permanently delete records from the online store. The online store contains the most recent features and is used for low latency model serving. With this launch, you can now chose between soft delete and hard delete when deleting records, so you have more flexibility when it comes to managing online store data.
Source:: Amazon AWS