UUpStepinupstepasia.hashnode.dev·6d ago · 8 min readDoes This ETL Job Really Need Spark?What an AWS DuckDB walkthrough can teach you about choosing a data-processing engine By Upstep · 10 October 2026 1. The question behind a slow pipeline Imagine joining a data team and inheriting a dai00