Thanks for your answer, moon! Sorry that it is difficult to reproduce the
issue, but I think you are right.

Best,
Zhong

On Fri, Feb 12, 2016 at 8:56 PM, moon soo Lee <m...@apache.org> wrote:

> Hi Zhong,
>
> Thanks for sharing the problem.
> I think that's related to the behavior (not releasing any resource) of
> scala compiler embedded into SparkInterpreter.
>
> For now, restart seems only practical solution.
> Do you mind create an issue for it?
>
> Thanks,
> moon
>
> On Wed, Feb 10, 2016 at 8:48 PM Zhong Wang <wangzhong....@gmail.com>
> wrote:
>
>> Hi,
>>
>> I am working on building some responsive UI to visualize reports on top
>> of Zeppelin. I found that running the same query using %spark sometimes is
>> significantly slower than using %sql.
>>
>> For the query I am running, I can get result within 1 sec using %sql, but
>> sometimes using more than 2 secs to get result using %spark. %spark is also
>> very responsive after a clean restart, but become slower after it runs for
>> a while, but %sql is still fast.
>>
>> Does anyone have the same issue? What is the difference between running
>> using %spark and running using %sql?
>>
>> Thanks!
>>
>> Zhong
>>
>

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