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Posted to issues@spark.apache.org by "iward (JIRA)" <ji...@apache.org> on 2015/12/03 12:01:10 UTC
[jira] [Created] (SPARK-12125) pull out nondeterministic
expressions from Join
iward created SPARK-12125:
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Summary: pull out nondeterministic expressions from Join
Key: SPARK-12125
URL: https://issues.apache.org/jira/browse/SPARK-12125
Project: Spark
Issue Type: Bug
Affects Versions: 1.5.2, 1.5.1, 1.5.0
Reporter: iward
Currently,*nondeterministic expressions* are only allowed in *Project* or *Filter*,And only when we use nondeterministic expressions in *UnaryNode* can be pulled out.
But,Sometime in many case,we will use nondeterministic expressions to process *join keys* avoiding data skew.for example:
{noformat}
select *
from tableA a
join
(select * from tableB) b
on upper((case when (a.brand_code is null or a.brand_code = '' ) then cast( (-rand() * 10000000 ) as string ) else a.brand_code end )) = b.brand_code
{noformat}
This PR introduce a mechanism to pull out nondeterministic expressions from *Join*,so we can use nondeterministic expression in *Join* appropriately.
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