[R-sig-hpc] error: object '.doSnowGlobals' not found?
Stefan Thomas
9sthomas at informatik.uni-hamburg.de
Fri Aug 8 08:18:56 CEST 2014
Hi Rajendra Kumar,
I think you are trying to start a SOCKS cluster (same machine) in a MPI
environment (distributed machines).
Have you tried
cl<-makeCluster(type="MPI",4)
after creating and setting the orte-hostfile?
best
stef
Am 08.08.2014 um 07:13 schrieb Rajendra Kumar:
> Dear R HPC Users,
>
> I'm trying to parallelize a code on 4 nodes(type = "SOCK"). Here is my code.
>
>
> library(itertools)
> library(foreach)
> library(doParallel)
> library(parallel)
>
> workers <- ip address of 4 nodes
> cl = makePSOCKcluster(workers, master="ip address of master")
> registerDoParallel(cl)
>
> z <- read.csv("ProcessedData.csv", header=TRUE, as.is=TRUE)
> z <- as.matrix(z)
>
>
> system.time({
> chunks <- getDoParWorkers()
> b <- foreach (these = isplitIndices(nrow(z),
> chunks=chunks),
> .combine = c) %dopar% {
> a <- rep(0, length(these))
> for (i in 1:length(these)) {
> a[i] <- mean(z[these[i],])
> }
> a
> }
> })
>
>
>
>
>
> I get this error..4 nodes produced errors; first error: object
> '.doSnowGlobals' not found. This code runs fine if I'm using doMC i.e using
> the same machine's cores. But when I try to use other computers for
> parallel computing I get the above error. When I change it to
> registerDoSNOW the error persists.
>
> Does snow and DoSNOW work in a cluster? I could create nodes on the
> localhost using snow but not on the cluster. Anyone out there using snow?
>
> Thanks in advance.
>
> With Warm Regards,
> Rajendra Kumar M
> Graduate Student.
>
> School of Medical Science & Technology,
> IIT Kharagpur,
> West Bengal-721302.
>
> [[alternative HTML version deleted]]
>
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