Hi,
What about the network (bandwidth) between hive and spark? 
Does it run in Hive before then you move to Spark?
Because It's complex you can use something like EXPLAIN command to show what 
going on.




 
> On Jul 18, 2016, at 5:20 PM, Zhiliang Zhu <zchl.j...@yahoo.com.INVALID> wrote:
> 
> the sql logic in the program is very much complex , so do not describe the 
> detailed codes   here . 
> 
> 
> On Monday, July 18, 2016 6:04 PM, Zhiliang Zhu <zchl.j...@yahoo.com.INVALID> 
> wrote:
> 
> 
> Hi All,  
> 
> Here we have one application, it needs to extract different columns from 6 
> hive tables, and then does some easy calculation, there is around 100,000 
> number of rows in each table,
> finally need to output another table or file (with format of consistent 
> columns) .
> 
>  However, after lots of days trying, the spark hive job is unthinkably slow - 
> sometimes almost frozen. There is 5 nodes for spark cluster. 
>  
> Could anyone offer some help, some idea or clue is also good. 
> 
> Thanks in advance~
> 
> Zhiliang 
> 
> 

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