Spark Driver OOM: Why collect() and Broadcast Joins Crash Your Job
Your executors have 64 GB and the job still dies with OutOfMemoryError. The culprit is the one part of Spark everyone forgets about — the Driver. Here's why it crashes and how to size it, in plain English.
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