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Posted to issues@spark.apache.org by "XiaoJing wang (JIRA)" <ji...@apache.org> on 2014/11/19 09:07:34 UTC
[jira] [Created] (SPARK-4485) Add broadcast outer join to optimize
left outer join and right outer join
XiaoJing wang created SPARK-4485:
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Summary: Add broadcast outer join to optimize left outer join and right outer join
Key: SPARK-4485
URL: https://issues.apache.org/jira/browse/SPARK-4485
Project: Spark
Issue Type: Improvement
Components: SQL
Affects Versions: 1.1.0
Reporter: XiaoJing wang
Priority: Minor
For now, spark use broadcast join instead of hash join to optimize {{inner join}} when the size of one side data did not reach the {{AUTO_BROADCASTJOIN_THRESHOLD}}
However,Spark SQL will perform shuffle operations on each child relations while executing
{{left outer join}} and {{right outer join}}. {outer join}} is more suitable for optimiztion with broadcast join.
We are planning to create a {{BroadcastHashouterJoin}} to implement the broadcast join for {{left outer join}} and {{right outer join}}
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