[Data Engineering] A data scientist uses Amazon SageMaker Data Wrangler to define and perform transformations and feature engineering on historical…

[Data Engineering] A data scientist uses Amazon SageMaker Data Wrangler to define and perform transformations and feature engineering on historical dat a. The data scientist saves the transformations to SageMaker Feature Store. The historical data is periodically uploaded to an Amazon S3 bucket. The data scientist needs to transform the new historic data and add it to the online feature store The data scientist needs to prepare the .....historic data for training and inference by using native integrations. Which solution will meet these requirements with the LEAST development effort?