[R] R/C++ interfaces: crashes when using .c(), followed by correct results when R restarted
Franckx Laurent
laurent.franckx at vito.be
Thu Sep 20 11:19:18 CEST 2012
Dear all
I have written a function in C++ , equil_distC, that I am calling from an R script.
In the last few days, R has repeatedly crashed when calling this function, or delivered obviously wrong outputs. However, when I restarted R after the crash, the results turned out to be OK most of the time although I had not modified the C++ code.
Although the code runs correctly now, I am not sure why it does work right now, and didn't just an hour ago.
Let me summarize the main steps I undertook:
* After having modified the script with the C++ code, I compiled it using R CMD SHLIB mylatestversion.cpp - no problems occurred then.
* Next, I loaded the dll into R with
dyn.load("C:\\Ccodefortransortmodel\\ mylatestversion.dll")
* Next, I called equil_distC with
testres2 <- .C("equil_distC", as.integer(rowmaxfiets),as.integer(colmaxfiets), as.double(nodes), as.integer(links_dist_calc), as.integer(cyclepathsfirstline), as.integer(numzones), as.integer(numnodes), as.integer(numlinks), result = double(6))
* About half of the time, whenever I had changed the C++ code, the results were either nonsensical or R crashed.
* When R did not crash, I unloaded the dll with:
dyn.unload("C:\\Ccodefortransortmodel\\equildistCforodpair_2012_09_20v8.dll")
* Next, I deleted the .dll and the .o of the most recent version, I modified the C++ code and I ran the above procedure again.
* In most cases when R crashed, a new run of the procedure above resulted in correct results, even though the C++ code was not modified.
I have also noticed that, in several cases, apparently irrelevant changes to the code would lead to a crash. This occurred for instance when I replaced %d with %f in Rprintf()) - my first conjecture was actually that this was the root of the problem, but the code runs correctly now with %f.
My own conjecture is that, some way or another, old versions of equil_distC kept on circulating in memory.
For instance, even after a dyn.unload of all previous versions of the dll, "is.loaded("equil_distC")" would still lead to a TRUE.
I would like to understand the structural reason for these problems. Again, the problem is not the C++ code - it does run correctly now, although it had crashed in the previous run.
Best regards
Laurent Franckx, PhD
VITO NV
Boeretang 200, 2400 MOL, Belgium
Tel. + 32 14 33 58 22
Skype: laurent.franckx
laurent.franckx at vito.be
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