Github user davies commented on the pull request:
https://github.com/apache/spark/pull/11870#issuecomment-200522669
@JoshRosen Had updated the benchmark result for BroadcastHashJoin in local
mode, which use the HashMap before this patch, it become 50% slower (same for
ShuffledHashJoin). The good part is that we are using less memory (also less
objects), and more GC friendly, also support OffHeap, That's the same reason we
use BytesToBytesMap for aggregate.
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