This cheatsheet is designed to provide quick access to the most commonly used Spark components, methods, and practices. Whether you’re diving into Spark’s resilient distributed datasets (RDDs), exploring the DataFrame and SQL capabilities, or harnessing the advanced machine learning libraries through MLlib, this cheatsheet offers bitesized code snippets and explanations to facilitate your learning.