[yt-users] Parallelizing a bunch of projections
John ZuHone
jzuhone at gmail.com
Thu Dec 4 15:04:37 PST 2014
Hi Nathan,
I actually was doing that before, and it did work.
I was hoping that by creating just one projection and then querying the frb for fields that I would get a speed boost by not having to construct the projection object over and over again. Or is that not the case?
John
> On Dec 4, 2014, at 5:59 PM, Nathan Goldbaum <nathan12343 at gmail.com> wrote:
>
>
>
> On Thu Dec 04 2014 at 2:54:52 PM John ZuHone <jzuhone at gmail.com <mailto:jzuhone at gmail.com>> wrote:
> Hi all,
>
> I know that parallelizing a single projection doesn’t really give you that much speed benefit.
>
> But what would happen if I tried to do something like this (please excuse the Python pseudocode):
>
> fields = [big list of fields I want to project]
>
> prj = ds.proj(“ones”, 2)
> frb = prj.to_frb(…)
>
> storage = {}
> for sto, fd in parallel_objects(fields, storage=storage):
> buf = frb[fd]
>
> sto.result_id = fd
> sto.result = buf
>
> What happens if you do something like:
>
> storage = {}
> for sto, fd in parallel_objects(fields, storage=storage):
> prj = ds.proj(fd, 2)
> frb = prj.to_frb(…)
> buf = frb[fd]
>
> sto.result_id = fd
> sto.result = buf
>
> ?
>
>
> I did something like this but it hung at the end, which makes me think that I’ve got some kind of blocking operation here that I’m not aware of.
>
> Best,
>
> John
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