Build ML feature pipelines from custom data sources with Amazon SageMaker Feature Store

Amazon SageMaker Feature Store supports the ability to incorporate custom data sources into feature processing pipelines. You can build richer and more varied ML features by incorporating diverse data sources, defining transformation functions to perform, and SageMaker Feature Store takes care of processing the data into ML features. 

Source:: Amazon AWS