Amazon SageMaker Feature Store now supports feature processing, a new capability that enables you to transform data into ML features. With this launch, you simply provide a data source, and the transformation function you want to perform on the data and SageMaker Feature Store takes care of processing the data into ML features.
Source:: Amazon AWS