Spark Architecture: Driver, Executors, DAG Scheduler, and Task Scheduler Explained

Apr 19 · 26 min read · TLDR: Spark's architecture is a precise chain of responsibility. The Driver converts user code into a DAG, the DAGScheduler breaks it into stages at shuffle boundaries, the TaskScheduler dispatches tasks to Executors respecting data locality, and the...