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https://issues.apache.org/jira/browse/SPARK-12179?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15047193#comment-15047193
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Davies Liu edited comment on SPARK-12179 at 12/8/15 6:24 PM:
-------------------------------------------------------------

There are two directions to narrow down the problem:

1) simplify the query until removing anything from it the problem will gone
2) remove the customized configurations (for example, extraJavaOptions), until 
remove anything of them the problem will gone.

This could be a critical bug, hopefully we could find a way to fix it.


was (Author: davies):
There are two direction to narrow down the problem:

1) simplify the query until removing anything from it the problem will gone
2) remove the customized configurations (for example, extraJavaOptions), until 
remove anything of them the problem will gone.

This could be a critical bug, hopefully we could find a way to fix it.

> Spark SQL get different result with the same code
> -------------------------------------------------
>
>                 Key: SPARK-12179
>                 URL: https://issues.apache.org/jira/browse/SPARK-12179
>             Project: Spark
>          Issue Type: Bug
>          Components: Spark Core, SQL
>    Affects Versions: 1.3.0, 1.3.1, 1.3.2, 1.4.0, 1.4.1, 1.4.2, 1.5.0, 1.5.1, 
> 1.5.2, 1.5.3
>         Environment: hadoop version: 2.5.0-cdh5.3.2
> spark version: 1.5.3
> run mode: yarn-client
>            Reporter: Tao Li
>            Priority: Critical
>
> I run the sql in yarn-client mode, but get different result each time.
> As you can see the example, I get the different shuffle write with the same 
> shuffle read in two jobs with the same code.
> Some of my spark app runs well, but some always met this problem. And I met 
> this problem on spark 1.3, 1.4 and 1.5 version.
> Can you give me some suggestions about the possible causes or how do I figure 
> out the problem?
> 1. First Run
> Details for Stage 9 (Attempt 0)
> Total Time Across All Tasks: 5.8 min
> Shuffle Read: 24.4 MB / 205399
> Shuffle Write: 6.8 MB / 54934
> 2. Second Run
> Details for Stage 9 (Attempt 0)
> Total Time Across All Tasks: 5.6 min
> Shuffle Read: 24.4 MB / 205399
> Shuffle Write: 6.8 MB / 54905



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