[Rd] "bug" and patch: quadratic running time for strsplit(..., fixed=TRUE) (PR#9902)
maechler at stat.math.ethz.ch
maechler at stat.math.ethz.ch
Sat Sep 8 11:50:54 CEST 2007
>>>>> "JB" == John Brzustowski <jbrzusto at fastmail.fm>
>>>>> on Fri, 7 Sep 2007 15:47:26 +0200 (CEST) writes:
>>>>> "JB" == John Brzustowski <jbrzusto at fastmail.fm>
>>>>> on Fri, 7 Sep 2007 15:47:26 +0200 (CEST) writes:
JB> Full_Name: John Brzustowski
JB> Version: R-devel-trunk, R-2.4.0
JB> OS: linux, gcc 4.0.3
JB> Submission from: (NULL) (206.248.157.184)
JB> This isn't a bug, but an easily-remedied performance issue.
JB> SYMPTOM
>> for (i in 1000 * (1:20)) {
JB> y <- paste(rep("asdf", times=i), collapse=" ")
JB> t <- system.time(strsplit(y, " ", fixed=TRUE))
JB> cat(sprintf("i=%5d time=%5d msec\n",i, round(1000*t[1])))
JB> }
JB> i= 1000 time= 2 msec
JB> i= 2000 time= 9 msec
JB> i= 3000 time= 20 msec
JB> i= 4000 time= 34 msec
etc
JB> i=17000 time= 726 msec
JB> i=18000 time= 864 msec
JB> i=19000 time= 944 msec
JB> i=20000 time= 1106 msec
JB> DIAGNOSIS
JB> strsplit() uses strlen() in the bounds check clause of a for(;;)
JB> statement, which forces a full scan of the source string for each
JB> character in the source string. Unlike R's LENGTH() macro, strlen for
JB> C strings is an expensive operation, and in this case (at least),
JB> gcc 4.0.3's -O2 level optimizer is not able to recognize the call as a loop
JB> invariant, despite the declaration "const char *buf".
JB> REMEDIED BEHAVIOUR
JB> i= 1000 time= 0 msec
JB> i= 2000 time= 1 msec
JB> i= 3000 time= 1 msec
JB> i= 4000 time= 0 msec
JB> i= 5000 time= 1 msec
JB> i= 6000 time= 1 msec
JB> i= 7000 time= 1 msec
...
I can confirm this behavior before and after your patch, even
for the quite recent gcc 4.2.1 and -O3 (which I have changed
the default to, at least on some platforms).
Thank you for this excellent spotting. I haven been more naive
about today's compiler optimizations and assumed they "surely"
would optimize such a case.
Thanks a lot for your nice demonstration and patches!
I'm about to commit them to the development trunk,
but most probably they will even be back-ported to R 2.6.0
alpha.
Best regards,
Martin
JB> RELATED ISSUES
JB> A simple search turns up other instances of this usage in R's source.
JB> For completeness, I'm submitting patches for all of them, but have not
JB> tested whether they in fact cause a detectable performance problem.
JB> In the case of modules/X11/dataentry.c, the patch also fixes a presumably
JB> ineffectual "bug".
JB> $ grep -nR "for *([^;]*;[^;]*strlen *(" *
JB> main/rlocale.c:137: for (i = 0; i < strlen(lc_str) && i < sizeof(lc_str); i++)
JB> main/printutils.c:486: for(j = 0; j < strlen(buf); j++) *q++ = buf[j];
JB> main/sysutils.c:493: for(j = 0; j < strlen(sub); j++) *outbuf++ = sub[j];
JB> modules/X11/rotated.c:608: for(i=0; i<strlen(text)-1; i++)
JB> modules/X11/rotated.c:856: for(i=0; i<strlen(text)-1; i++)
JB> modules/X11/rotated.c:1399: for(i=0; i<strlen(text)-1; i++)
JB> modules/X11/rotated.c:1797: for(i=0; i<strlen(text)-1; i++)
JB> modules/X11/rotated.c:2045: for(i=0; i<strlen(text)-1; i++)
JB> modules/X11/rotated.c:2339: for(i=0; i<strlen(text)-1; i++)
JB> modules/X11/dataentry.c:1358: for(i = 0; i < strlen(text); i++) *bufp++ =
JB> text[i];
JB> PATCHES (against trunk)
JB> Only the first is required to fix strsplit().
JB> Index: src/main/character.c
[.....]
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