Apache Spark for Data Engineers: RDDs, DataFrames, and Structured Streaming

TLDR: Apache Spark distributes Python DataFrame jobs across a cluster of executors, using lazy evaluation and the Catalyst query optimizer to process terabytes with the same code that works on gigabytes. Master partitioning, shuffle-awareness, and St...