There is two approaches we follow. The first approach, which is quite slow, bulk extract the data to S3 and then run our transforms on top of that. If we need h

There is two approaches we follow. The first approach, which is quite slow, bulk extract the data to S3 and then run our transforms on top of that. If we need high performance, we write a delta streamer that only streams modified records.