Stanley Xu 2012-10-31, 08:20
Alan Gates 2012-10-31, 15:21
I have posted the code by a gist link in the mail. I just simplify the real
code to make it simple, will that trigger a secondary sort automatically?
If that, is there any other places I should check to understand why the
cleanup of the mapreduce takes that long time?
On Wed, Oct 31, 2012 at 11:21 PM, Alan Gates <[EMAIL PROTECTED]> wrote:
> Seeing your Pig Latin script will help us determine whether this will work
> in your case. But in general Pig uses secondary sort when you do an order
> by in a nested foreach. So if you are grouping you could order within that
> group and then pass it to your UDF.
> On Oct 31, 2012, at 1:20 AM, Stanley Xu wrote:
> > Dear buddies,
> > We are trying to write some of the UDF to do some machine learning work.
> > did a simple experiment to calculate the AUC through a UDF like the
> > following code in gist
> > https://gist.github.com/3985764
> > The map-reduce job will only take a couple of few minutes, but will wait
> > there hours to do the cleanup.
> > I guess the reason is that the sort inside the foreach will generate lots
> > of data spill to local fs and takes a long time to do cleanup there.
> > In a java map-reduce problem, we could made it like a secondary sort. We
> > make the model + ctr as the key so the same model's ctr will be sorted,
> > group by only the model name part, then the sort is done after shuffling.
> > I am wondering if we could do that kind of optimization in pig as well?
Russell Jurney 2012-10-31, 15:55