Something to check (just in case):
Are you getting identical results each time?

On Wed, Nov 4, 2015 at 8:54 AM, gen tang <gen.tan...@gmail.com> wrote:

> Hi sparkers,
>
> I am using dataframe to do some large ETL jobs.
> More precisely, I create dataframe from HIVE table and do some operations.
> And then I save it as json.
>
> When I used spark-1.4.1, the whole process is quite fast, about 1 mins.
> However, when I use the same code with spark-1.5.1(with tungsten turn on),
> it takes a about 2 hours to finish the same job.
>
> I checked the detail of tasks, almost all the time is consumed by
> computation.
>
> Any idea about why this happens?
>
> Thanks a lot in advance for your help.
>
> Cheers
> Gen
>
>

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