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The improvement was introduced in HIVE-9824. Let's use this task to track how we can enable that for spark.
LLAP: Native Vectorization of Map Join
HIVE-11180 didn't merge cleanly to branch-1
Enable optimized hash tables for spark [Spark Branch]