[R] Speeding nested loops up

stephen sefick ssefick at gmail.com
Thu Aug 18 05:05:35 CEST 2011


foreach and allied packages have helped me speed up some code
significantly.  I have four cores in my machine and this allows me to
get away with this...
HTH

Stephen

On Wed, Aug 17, 2011 at 9:59 PM, Jim Holtman <jholtman at gmail.com> wrote:
> anytime my code starts to take more than a couple of minutes to run what might look like a simple set of commands, I use Rprof to see where the time goes.  Run this on your script and you might get some insight into the problem area.  If it ran for an hour, I would defintely take a deep dive into it.
>
> Sent from my iPad
>
> On Aug 17, 2011, at 20:14, mark_horo <markknightnz at yahoo.co.nz> wrote:
>
>> Hi I'm trying to speed my loop up. Any Suggestions?? At the moment it takes a
>> few days to run.
>>
>> THE CODE
>> ---------------------------------------------------------------------------------------------------
>>    for(i in 1:11) {
>>        for (j in 3:12) {
>>            for (k in 1:273107) {
>>                        y[k,1] <- x[i,j,k]
>>                        print(y)
>>                                Rainfall_dataset <- read.table("1km_grid_nzmg.csv",
>>                                header=TRUE, sep=",", na.strings="NA", dec=".", strip.white=TRUE)
>>
>>                                t <- Rainfall_dataset
>>                                print(t)
>>
>>                                p<-cbind(t,y)
>>                                #y<-cbind(t,y)
>>                                #print(y)
>>            }
>>                        # This where you write out array y to a csv file
>>                        # Save output as a csv file
>>                        site <- paste("site",i,"-",j)
>>
>>                            csvfile <- paste(site,sep=".","csv"); print(csvfile)
>>                            path<- paste("c:/Data/",csvfile)
>>                            print(path)
>>                            write.csv(p,file=path, row.names = TRUE)
>>        }
>>    }
>>
>> --
>> View this message in context: http://r.789695.n4.nabble.com/Speeding-nested-loops-up-tp3751485p3751485.html
>> Sent from the R help mailing list archive at Nabble.com.
>>
>> ______________________________________________
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>> and provide commented, minimal, self-contained, reproducible code.
>
> ______________________________________________
> R-help at r-project.org mailing list
> https://stat.ethz.ch/mailman/listinfo/r-help
> PLEASE do read the posting guide http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.
>



-- 
Stephen Sefick
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Let's not spend our time and resources thinking about things that are
so little or so large that all they really do for us is puff us up and
make us feel like gods.  We are mammals, and have not exhausted the
annoying little problems of being mammals.

                                -K. Mullis

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