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https://issues.apache.org/jira/browse/HIVE-8486?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14174223#comment-14174223
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Chao commented on HIVE-8486:
----------------------------

I just talked with [~szehon] offline, and he pointed me to 
{{ReduceSinkOperator::computeHashCode}}. This function returns:

{noformat}
    return bucketNumber < 0  ? keyHashCode : keyHashCode * 31 + bucketNumber;
{noformat}

So, if the {{bucketNumber}} is 0, and we set the number of partitions to 31, 
then all keys will go to the same partition. I think this explains why the 
issue only happens only when we set {{mapreduce.job.reduces}} to 31. I also 
verified it locally.

> TPC-DS Query 96 parallelism is not set correcly
> -----------------------------------------------
>
>                 Key: HIVE-8486
>                 URL: https://issues.apache.org/jira/browse/HIVE-8486
>             Project: Hive
>          Issue Type: Sub-task
>          Components: Spark
>            Reporter: Brock Noland
>            Assignee: Chao
>
> When we run the query on a 20B we only have a parallelism factor of 1.



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