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Posted to issues@spark.apache.org by "Zhan Zhang (JIRA)" <ji...@apache.org> on 2017/03/17 20:23:41 UTC
[jira] [Created] (SPARK-20006) Separate threshold for broadcast and
shuffled hash join
Zhan Zhang created SPARK-20006:
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Summary: Separate threshold for broadcast and shuffled hash join
Key: SPARK-20006
URL: https://issues.apache.org/jira/browse/SPARK-20006
Project: Spark
Issue Type: Bug
Components: SQL
Affects Versions: 2.1.0
Reporter: Zhan Zhang
Priority: Minor
Currently both canBroadcast and canBuildLocalHashMap use the same configuration: AUTO_BROADCASTJOIN_THRESHOLD.
But the memory model may be different. For broadcast, currently the hash map is always build on heap. For shuffledHashJoin, the hash map may be build on heap(longHash), or off heap(other map if off heap is enabled). The same configuration makes the configuration hard to tune (how to allocate memory onheap/offheap). Propose to use different configuration.
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