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Posted to issues@spark.apache.org by "Yin Huai (JIRA)" <ji...@apache.org> on 2015/05/01 02:47:05 UTC
[jira] [Updated] (SPARK-4485) Add broadcast outer join to optimize
left outer join and right outer join
[ https://issues.apache.org/jira/browse/SPARK-4485?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Yin Huai updated SPARK-4485:
----------------------------
Priority: Critical (was: Minor)
> 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: Critical
> Original Estimate: 0.05h
> Remaining Estimate: 0.05h
>
> 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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