Greetings all,
First of all, thanks to all of you for creating such a useful, powerful
program.
I regularly work with very large datasets (several GB) in R in 64-bit Fedora
8 (details below). I'm lucky to have 16GB RAM available. However if I am
not careful and load too much into R's memory, I can crash the whole
system. There does not seem to be a check in place that will stop R from
trying to allocate all available memory (including swap space). I have
system status plots in my task bar, which I can watch to see when all the
ram is taken and R then reserves all the swap space. If I don't kill the R
process before the swap hits 100%, it will freeze the machine. I don't know
if this is an R problem or a Fedora problem (I suppose the kernal should be
killing R before it crashes, but shouldn't R stop before it takes all the
memory?).
To replicate this behavior, I can crash the system by allocating more and
more memory in R:
v1=matrix(nrow=1e5,ncol=1e4)
v2=matrix(nrow=1e5,ncol=1e4)
v3=matrix(nrow=1e5,ncol=1e4)
v4=matrix(nrow=1e5,ncol=1e4)
etc. until R claims all RAM and swap space, and crashes the machine. If I
try this on a windows machine eventually the allocation fails with an error
in R, " Error: cannot allocate vector of size XX MB". This is much
preferable to crashing the whole system. Why doesn't this happen in Linux?
Is there some setting that will prevent this? I've looked though the
archives and not found a similar problem.
Thanks for any help.
Adam
The facts:
> sessionInfo()
R version 2.8.0 (2008-10-20)
x86_64-redhat-linux-gnu
locale:
LC_CTYPE=en_US.UTF-8;LC_NUMERIC=C;LC_TIME=en_US.UTF-8;LC_COLLATE=en_US.UTF-8;LC_MONETARY=C;LC_MESSAGES=en_US.UTF-8;LC_PAPER=en_US.UTF-8;LC_NAME=C;LC_ADDRESS=C;LC_TELEPHONE=C;LC_MEASUREMENT=en_US.UTF-8;LC_IDENTIFICATION=C
attached base packages:
[1] stats graphics grDevices utils datasets methods base
> version
_
platform x86_64-redhat-linux-gnu
arch x86_64
os linux-gnu
system x86_64, linux-gnu
status
major 2
minor 8.0
year 2008
month 10
day 20
svn rev 46754
language R
version.string R version 2.8.0 (2008-10-20)
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