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From "wangmeng (JIRA)" <j...@apache.org>
Subject [jira] [Created] (HIVE-7277) how to decide reduce numbers according to the input size of reduce stage rather than the input size of map stage?
Date Tue, 24 Jun 2014 05:24:24 GMT
wangmeng created HIVE-7277:
------------------------------

             Summary: how to decide reduce numbers   according  to  the input size of reduce
stage rather than the  input size of  map stage?
                 Key: HIVE-7277
                 URL: https://issues.apache.org/jira/browse/HIVE-7277
             Project: Hive
          Issue Type: New Feature
            Reporter: wangmeng
             Fix For: 0.13.0


As we  know ,now  hive decide the  reduce numbers  just by  the " Input size of   map/ hive.exec.reducers.bytes.per.reducer(default
1G ).....

But ,I  think  the out put size of map stage  may have a big difference from  the original
 input size , so I  think  this  strategy to decide reduce-numbers may be improper....

So is   there any feature  which can decide the reduce number just  according to the out put
 of the map stage.?    thanks .  

 As  I know , actually ,the reduce stage will begin just  after some map tasks have finished
rather than until  the  whole map stage have finished , so I  think  it is improper too  decide
reduce numbers   when  the  whole map stage  have finished.

As  someone point ,We can just according to  the out put size of the  earliest map tasks which
have finished   to  estimate the whole reduce numbers......However,   in fact ,now Hive has
used filter push down(where) ,which may  resulting a big  difference from each map task .

So,  this  estimation  is improper.

thanks .




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