[Rd] problem using rJava with parallel::mclapply
Simon Urbanek
simon.urbanek at r-project.org
Tue Nov 12 03:20:31 CET 2013
On Nov 11, 2013, at 12:40 PM, Karl Forner <karl.forner at gmail.com> wrote:
> Dear all,
>
> I got an issue trying to parse excel files in parallel using XLConnect, the
> process hangs forever.
> Martin Studer, the maintainer of XLConnect kindly investigated the issue,
> identified rJava as a possible cause of the problem:
>
> This does not work (hangs):
> library(parallel)
> require(rJava)
> .jinit()
> res <- mclapply(1:2, function(i) {
> J("java.lang.Runtime")$getRuntime()$gc()
> 1
> }, mc.cores = 2)
>
> but this works:
> library(parallel)
> res <- mclapply(1:2, function(i) {
> require(rJava)
> .jinit()
> J("java.lang.Runtime")$getRuntime()$gc()
> 1
> }, mc.cores = 2)
>
> To cite Martin, it seems to work with mclapply when the JVM process is
> initialized after forking.
>
> Is this a bug or a limitation of rJava ?
It’s a limitation of the Java runtime - you cannot fork a JVM. This is true for most libraries that use long-lived threads or any kind if UI (see the warnings in mcfork).
Cheers,
Simon
> Or is there a good practice for rJava clients to avoid this problem ?
>
> Best,
> Karl
>
> P.S.
>> sessionInfo()
> R version 3.0.1 (2013-05-16)
> Platform: x86_64-unknown-linux-gnu (64-bit)
>
> locale:
> [1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C
> [3] LC_TIME=en_US.UTF-8 LC_COLLATE=en_US.UTF-8
> [5] LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8
> [7] LC_PAPER=C LC_NAME=C
> [9] LC_ADDRESS=C LC_TELEPHONE=C
> [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C
>
> attached base packages:
> [1] stats graphics grDevices utils datasets methods base
>
> loaded via a namespace (and not attached):
> [1] tools_3.0.1
>
> [[alternative HTML version deleted]]
>
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