[R-sig-hpc] snow package and architecture
Stuart Andrews
stu.andrews at gmail.com
Fri Apr 16 00:54:22 CEST 2010
Hi,
I have been mostly successful using the snow package to take advantage
of multiples cores on a MacPro running Leopard OS X 10.5.8, as follows.
> cl <- makeSOCKcluster(rep("mac133990", 3))
One difficulty, however, was that the slave nodes are starting up in
32-bit mode despite the fact that the master is running in 64-bit
mode. Note that when I start the cluster manually
(setDefaultClusterOptions(manual=TRUE)), I get a 64-bit cluster!
However, I cannot get this to work otherwise.
I suspect the environment variable R_ARCH, from my .bash_profile, is
not being passed to the child processes. These are spawned from the
snow function newSOCKnode() via a system command, prefixed with "ssh -
l USER MACHINE ..."
How can I get the snow cluster to recognize my R_ARCH without starting
it up manually every time?
I've tried ...
(1) adding R_ARCH to my .Renviron file
(2) changing the defaultClusterOptions variable: rshcmd="R_ARCH=/
x86_64; ssh"
(3) changing the defaultClusterOptions variable: rshcmd="R_ARCH=/
x86_64; export R_ARCH; ssh"
(4) adding R_ARCH to my ~/.ssh/environment
But each time, I end up with a 32-bit cluster!
Thanks
- Stu
mac133990 ~/Data/methyl-091005/R -> Rmac
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PWD->[ /Volumes/ScratchDisk/Data/methyl-091005/R ]
> .Machine$sizeof.pointer
[1] 8
> library(snow)
> setDefaultClusterOptions(manual=F)
> cl=makeSOCKcluster(rep("mac133990",3))
Warning: No xauth data; using fake authentication data for X11
forwarding.
PWD->[ /Users/stu ]
Warning: No xauth data; using fake authentication data for X11
forwarding.
PWD->[ /Users/stu ]
Warning: No xauth data; using fake authentication data for X11
forwarding.
PWD->[ /Users/stu ]
> clusterEvalQ(cl, .Machine$sizeof.pointer)
[[1]]
[1] 4
[[2]]
[1] 4
[[3]]
[1] 4
> stopCluster(cl)
> setDefaultClusterOptions(manual=T)
> cl=makeSOCKcluster(rep("mac133990",2))
Manually start worker on mac133990 with
/Library/Frameworks/R.framework/Resources/bin/Rscript /Users/stu/
Research/Tools/R_library_version.2.11.0_arch.x86_64/snow/RSOCKnode.R
MASTER=mac133990.med.cornell.edu PORT=10187 OUT=/dev/null SNOWLIB=/
Users/stu/Research/Tools/R_library_version.2.11.0_arch.x86_64
Manually start worker on mac133990 with
/Library/Frameworks/R.framework/Resources/bin/Rscript /Users/stu/
Research/Tools/R_library_version.2.11.0_arch.x86_64/snow/RSOCKnode.R
MASTER=mac133990.med.cornell.edu PORT=10187 OUT=/dev/null SNOWLIB=/
Users/stu/Research/Tools/R_library_version.2.11.0_arch.x86_64
> clusterEvalQ(cl, .Machine$sizeof.pointer)
[[1]]
[1] 8
[[2]]
[1] 8
> sessionInfo()
R version 2.11.0 Under development (unstable) (2010-01-14 r50976)
x86_64-apple-darwin9.8.0
locale:
[1] en_US.UTF-8/en_US.UTF-8/C/C/en_US.UTF-8/en_US.UTF-8
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] snow_0.3-3 gdata_2.6.1
loaded via a namespace (and not attached):
[1] gtools_2.6.1
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