Author: Surbhi Saraf

The Problem: A 40-Minute Pipeline That Should Take 10   Why do PySpark pipelines slow down even when the cluster is properly sized and the code is correct? In most cases, the answer is redundant computation – Spark silently re-executing the same joins, filters, and transformations every time an action like count() or write() is called,…