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Databricks Certified Associate Developer for Apache Spark · Databricks
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- df.cache() is shorthand for df.persist(StorageLevel.MEMORY_AND_DISK). It marks the DataFrame to be cached upon the next action (lazy). Used to reuse expensive intermediate results across actions. collect returns data to the driver; cache keeps it distributed.