If I'm not mistaken, PigPen allows you to execute queries locally, without
a hadoop cluster etc. Does that solve your problem?

https://github.com/Netflix/PigPen/wiki/Design-and-Features#testing-local-execution-and-debugging



On Mon, May 26, 2014 at 3:26 AM, Hesen Peng <hesen.p...@gmail.com> wrote:

> Hi everybody,
>
> I have been doing some random machine learning doodling and have always
> been haunted with this problem.
>
> When I just wanna set out and try if my methodology would work, I would
> program in Clojure aiming at a small dataset available within one single
> host memory (or even just doodle R or Python. I know what's blasphemy).
>
> When I wanna implement the results, I would usually have to re-write the
> whole process in Cascalog just in order to apply them in Hadoop data. I
> know I can still just start up to write Hadoop functions. But that's a bit
> overshoot since I have to run simulation study to verify the performance,
> correctness etc before even going into production development. Besides,
> having hadoop in memory to sit between my program and the computer just
> slows down computation.
>
> I've day-dreamed a lot some smart ways to do prototyping and, with the
> flip of a switch, my functions just become easily applicable to Hadoop
> data. Wondering if there's any ways to do that?
>
> I actually asked around and some one who I admire a lot suggested writing
> a Hadoop emulator-like wrapper for my input data. Wondering if there's an
> easier way? I would appreciate any input. Thanks.
>
> Hesen
>
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-- 
Kind Regards,
Atamert Ölçgen

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