Question
What is the role of `spark.memory.fraction` in managing memory usage?
Asked by: USER8336
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Answer (69)
The `spark.memory.fraction` property controls the fraction of the JVM heap that is allocated to Spark's storage and execution. Setting it to 0.8 (or a similar value) allocates 80% of the available memory to the storage engine (RDDs, DataFrames, etc.) and 20% to the execution engine (Spark tasks). Adjusting this value can significantly impact memory usage.