[R] R crash with 'library(Matrix); as(x, "dgCMatrix")' [was: Warning while subsetting...]
Thaden, John J
ThadenJohnJ at uams.edu
Thu Jul 6 19:29:42 CEST 2006
Martin Maechler replied to my query "Warning while subsetting...":
MartinM> >>>>> "JohnT" == Thaden, John J <ThadenJohnJ at uams.edu>
MartinM> >>>>> on Thu, 6 Jul 2006 00:02:10 -0500 writes:
JohnT> ...
JohnT> > # While subsetting x, I was surprised to get this warning:
JohnT> > y<-x[1:300,]
JohnT> Warning message:
JohnT> number of items to replace is not a multiple of replacement
length
MartinM> and later
JohnT> Sorry, I omitted background information:
JohnT> R version: 2.3.0
JohnT> OS: Windows XP
JohnT> CPU: Pentium III,
JohnT> RAM: 768 MB
MartinM> You omitted the most pertinent information: The
MartinM> version of 'Matrix' you are using.
MartinM> The latest released version of Matrix does
MartinM> *not* show the behavior you mentioned. {So I have
MartinM> now spent 20 minutes just because you did not
MartinM> update 'Matrix'..}
The Matrix package was version 0.995-10, now is 0.995-11.
The R base was version 2.3.0, now is 2.3.1.
Subsetting 'y <- x[1:300,]' now works. Please accept my apology.
JohnT> Also, what command-line memory settings might prevent
JohnT> R from crashing while using the Matrix package to
JohnT> convert my 600 X 4482 dgTMatrix to the dgCMatrix class
JohnT> or to an expanded Matrix, via the as() function? I can
JohnT> do this with half of the matrix, 300 x 4482.
MartinM> It's hard to believe that you get a "crash"
MartinM> when coercing to 'dgC' -- but of course this
MartinM> really depends how much memory you have already
MartinM> goggled up by other large objects in your R
MartinM> workspace, or by other applications running at
MartinM> the same time in Windows. Coercing to a full
MartinM> matrix will of course require 8 * 601 * 4482 =
MartinM> 21549456 extra bytes just for the numbers.
MartinM> That's only 21.5 Megabytes, so I wonder..
MartinM>
MartinM> I have never seen R crashes from using 'Matrix',
MartinM> but then I work with an operating system, not
MartinM> with M$ Windows.
MartinM>
MartinM> Maybe you meant you got an error message
MartinM> "... memory allocation .."?
Testing again, I closed all applications; disabled antivirus;
opened RGui; removed all R objects but 'x' (a 600x4482 dgTMatrix);
opened WinXP's 'Task Manager'; saw only "Rgui" under
'Applications'; saw processes using a total of 287 MB of memory
under 'Processes'; closed 'Task Manager'; and typed R commands:
> # Steps leading to an R crash...
> ls()
[1] "x"
> str(x)
Formal class 'dgTMatrix' [package "Matrix"] with 6 slots
..@ i : int [1:923636] 1 2 3 4 5 6 7 8 9 10 ...
..@ j : int [1:923636] 1 1 1 1 1 1 1 1 1 1 ...
..@ Dim : int [1:2] 600 4482
..@ Dimnames:List of 2
.. ..$ : chr [1:601] "50" "51" "52" "53" ...
.. ..$ : chr [1:4482] "1" "2" "3" "4" ...
..@ x : num [1:923636] 50.2 51.2 52.2 53.2 54.2 ...
..@ factors : list()
> gc()
used (Mb) gc trigger (Mb) max used (Mb)
Ncells 183529 5.0 407500 10.9 350000 9.4
Vcells 1928101 14.8 2286173 17.5 1928652 14.8
> library(Matrix)
Loading required package: lattice
> gc()
used (Mb) gc trigger (Mb) max used (Mb)
Ncells 627772 16.8 1073225 28.7 1073225 28.7
Vcells 2165773 16.6 3345184 25.6 2332013 17.8
> search()
[1] ".GlobalEnv" "package:Matrix" "package:lattice"
[4] "package:methods" "package:stats" "package:graphics"
[7] "package:grDevices" "package:utils" "package:datasets"
[10] "Autoloads" "package:base"
> #Now the line that causes crashes...
> y <- as(x,"dgCMatrix")
After ~10 seconds, R blinks off and a WinXP dialog appears:
R for Windows GUI front-end has encountered
a problem and needs to close. We are sorry
for the inconvenience....Error signature:
AppName: rgui.exe AppVer: 2.31.38247.0
ModName: matrix.dll Offset: 0000ff31....
Report error?
Sincerely,
John Thaden
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