Databricks - Associate Developer for Apache Spark Study Guide

1: Apache Spark Architecture and Components

This chapter builds the mental model that every Spark question on the Associate Developer exam assumes you already carry. It walks through the engine internals, the module layout, the physical execution hierarchy, and the runtime knobs (Catalyst, AQE, Tungsten, caching, shuffle) that separate a passing script from a production application.