Details
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Bug
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Status: Closed
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Blocker
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Resolution: Fixed
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0.10.0, 0.12.0
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None
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None
Description
This happens whenever there are more than 1 reducers.
The scenario :
CREATE TABLE t1 (a int, b int);
CREATE TABLE t2 (cnt int) PARTITIONED BY (var_name string);
insert into table t1 select 1,1 from asd limit 1;
insert into table t1 select 2,2 from asd limit 1;
t1 contains :
1 1
2 2
from t1
insert overwrite table t2 partition(var_name='a') select count(a) cnt
insert overwrite table t2 partition(var_name='b') select count(b) cnt ;
select * from t2;
returns :
2 a
2 b
as expected.
Setting the number of reducers higher than 1 :
set mapred.reduce.tasks=2;
from t1
insert overwrite table t2 partition(var_name='a') select count(a) cnt
insert overwrite table t2 partition(var_name='b') select count(b) cnt;
select * from t2;
1 a
1 a
1 b
1 b
Wrong results.
This happens when ever t1 is big enough to automatically generate more than 1 reducers and without specifying it directly.
adding "group by 1" in the end of each insert solves the problem :
from t1
insert overwrite table t2 partition(var_name='a') select count(a) cnt group by 1
insert overwrite table t2 partition(var_name='b') select count(b) cnt group by 1;
generates :
2 a
2 b
This should work without the group by...
The number of rows for each partition will be the amount of reducers.
Each reducer calculated a sub total of the count.
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