Wolfgang Huber
2017-Apr-19 08:12 UTC
[Rd] Crash after (wrongly) applying product operator on S4 object that derives from list
Dear Hilmar Perhaps this gives an indication of why the infinite recursion happens: ## after calling `*` on ma and a matrix:> showMethods(classes=class(ma), includeDefs=TRUE, inherited = TRUE)Function: * (package base) e1="FOOCLASS", e2="matrix" (inherited from: e1="vector", e2="structure") (definition from function "Ops") function (e1, e2) { value <- callGeneric(e1, e2 at .Data) if (length(value) == length(e2)) { e2 at .Data <- value e2 } else value }> is(ma, "vector")[1] TRUE I got that in a fresh session of> sessionInfo()R Under development (unstable) (2017-04-18 r72542) Platform: x86_64-apple-darwin16.5.0 (64-bit) Running under: macOS Sierra 10.12.4 Best wishes Wolfgang 19.4.17 10:01, Hilmar Berger scripsit:> Hi, > > following up on my own question, I found smaller example that does not > require LIMMA: > > setClass("FOOCLASS", > representation("list") > ) > ma = new("FOOCLASS", list(M=matrix(rnorm(300), 30,10))) > >> ma * ma$M > Error: C stack usage 7970512 is too close to the limit > >> library(xlsx) > Loading required package: rJava > Loading required package: xlsxjars >> ma * ma$M > ---> Crash > > xlsx seems to act like a catalyst here, with the product operator > running in a deep nested iteration, exhausting the stack. Valgrind shows > thousands of invalid stack accesses when loading xslx, which might > contribute to the problem. Package xlsx has not been updated since 2014, > so it might fail with more current versions of R or Java (I'm using > Oracle Java 8). > > Still, even if xlsx was the package to be blamed for the crash, I fail > to understand what exactly the product operator is trying to do in the > multiplication of the matrix with the object. > > Best regards, > Hilmar > > On 18/04/17 18:57, Hilmar Berger wrote: >> Hi, >> >> this is a problem that occurs in the presence of two libraries (limma, >> xlsx) and leads to a crash of R. The problematic code is the wrong >> application of sweep or the product ("*") function on an LIMMA MAList >> object. To my knowledge, limma does not define a "*" method for MAList >> objects. >> >> If only LIMMA is loaded but not package xlsx, the code does not crash >> but rather produces an error ("Error: C stack usage 7970512 is too >> close to the limit"). Loading only package rJava instead of xlsx does >> also not produce the crash but the error message instead. Note that >> xlsx functions are not explicitly used. >> >> It could be reproduced on two different Linux machines running >> R-3.2.5, R-3.3.0 and R-3.3.2. >> >> Code to reproduce the problem: >> --------------------------------- >> library(limma) >> library(xlsx) >> >> # a MAList >> ma = new("MAList", list(A=matrix(rnorm(300), 30,10), >> M=matrix(rnorm(300), 30,10))) >> >> # This should actually be sweep(ma$M, ...) for functional code, but I >> omitted the $M... >> #sweep(ma, 2, c(1:10), "*") >> # sweep will crash when doing the final operation of applying the >> function over the input matrix, which in this case is function "*" >> >> f = match.fun("*") >> # This is not exactly the same as in sweep but it also tries to >> multiply the MAList object with a matrix of same size and leads to the >> crash >> f(ma, ma$M) >> # ma * ma$M has the same effect >> --------------------------------- >> >> My output: >> >> R version 3.3.0 (2016-05-03) -- "Supposedly Educational" >> Copyright (C) 2016 The R Foundation for Statistical Computing >> Platform: x86_64-pc-linux-gnu (64-bit) >> >> R is free software and comes with ABSOLUTELY NO WARRANTY. >> You are welcome to redistribute it under certain conditions. >> Type 'license()' or 'licence()' for distribution details. >> >> Natural language support but running in an English locale >> >> R is a collaborative project with many contributors. >> Type 'contributors()' for more information and >> 'citation()' on how to cite R or R packages in publications. >> >> Type 'demo()' for some demos, 'help()' for on-line help, or >> 'help.start()' for an HTML browser interface to help. >> Type 'q()' to quit R. >> >> > library(limma) >> > library(xlsx) >> Loading required package: rJava >> Loading required package: xlsxjars >> > >> > sessionInfo() >> R version 3.3.0 (2016-05-03) >> Platform: x86_64-pc-linux-gnu (64-bit) >> Running under: Ubuntu 14.04.5 LTS >> >> locale: >> [1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C LC_TIME=en_US.UTF-8 >> [4] LC_COLLATE=en_US.UTF-8 LC_MONETARY=en_US.UTF-8 >> LC_MESSAGES=en_US.UTF-8 >> [7] LC_PAPER=en_US.UTF-8 LC_NAME=en_US.UTF-8 >> LC_ADDRESS=en_US.UTF-8 >> [10] LC_TELEPHONE=en_US.UTF-8 LC_MEASUREMENT=en_US.UTF-8 >> LC_IDENTIFICATION=en_US.UTF-8 >> >> attached base packages: >> [1] stats graphics grDevices utils datasets methods base >> >> other attached packages: >> [1] xlsx_0.5.7 xlsxjars_0.6.1 rJava_0.9-8 limma_3.30.7 >> >> loaded via a namespace (and not attached): >> [1] tools_3.3.0 >> > >> > ma = new("MAList", list(A=matrix(rnorm(300), 30,10), >> M=matrix(rnorm(300), 30,10))) >> > #sweep(ma, 2, c(1:10), "*") >> > >> > f = match.fun("*") >> > f >> function (e1, e2) .Primitive("*") >> >> > f(ma, ma$M) >> >> ----> crash to command line with segfault. >> >> Best regards, >> Hilmar >> >
Michael Lawrence
2017-Apr-19 12:56 UTC
[Rd] Crash after (wrongly) applying product operator on S4 object that derives from list
I think this is a known issue with Java messing with the stack, see e.g. http://r.789695.n4.nabble.com/Error-memory-exhausted-limit-reached-td4729708.html. I'll fix the infinite recursion caused by the methods package. Michael On Wed, Apr 19, 2017 at 1:12 AM, Wolfgang Huber <wolfgang.huber at embl.de> wrote:> Dear Hilmar > > Perhaps this gives an indication of why the infinite recursion happens: > > ## after calling `*` on ma and a matrix: > >> showMethods(classes=class(ma), includeDefs=TRUE, inherited = TRUE) > > > Function: * (package base) > e1="FOOCLASS", e2="matrix" > (inherited from: e1="vector", e2="structure") > (definition from function "Ops") > function (e1, e2) > { > value <- callGeneric(e1, e2 at .Data) > if (length(value) == length(e2)) { > e2 at .Data <- value > e2 > } > else value > } > > > >> is(ma, "vector") > > [1] TRUE > > I got that in a fresh session of >> >> sessionInfo() > > R Under development (unstable) (2017-04-18 r72542) > Platform: x86_64-apple-darwin16.5.0 (64-bit) > Running under: macOS Sierra 10.12.4 > > Best wishes > Wolfgang > > 19.4.17 10:01, Hilmar Berger scripsit: >> >> Hi, >> >> following up on my own question, I found smaller example that does not >> require LIMMA: >> >> setClass("FOOCLASS", >> representation("list") >> ) >> ma = new("FOOCLASS", list(M=matrix(rnorm(300), 30,10))) >> >>> ma * ma$M >> >> Error: C stack usage 7970512 is too close to the limit >> >>> library(xlsx) >> >> Loading required package: rJava >> Loading required package: xlsxjars >>> >>> ma * ma$M >> >> ---> Crash >> >> xlsx seems to act like a catalyst here, with the product operator >> running in a deep nested iteration, exhausting the stack. Valgrind shows >> thousands of invalid stack accesses when loading xslx, which might >> contribute to the problem. Package xlsx has not been updated since 2014, >> so it might fail with more current versions of R or Java (I'm using >> Oracle Java 8). >> >> Still, even if xlsx was the package to be blamed for the crash, I fail >> to understand what exactly the product operator is trying to do in the >> multiplication of the matrix with the object. >> >> Best regards, >> Hilmar >> >> On 18/04/17 18:57, Hilmar Berger wrote: >>> >>> Hi, >>> >>> this is a problem that occurs in the presence of two libraries (limma, >>> xlsx) and leads to a crash of R. The problematic code is the wrong >>> application of sweep or the product ("*") function on an LIMMA MAList >>> object. To my knowledge, limma does not define a "*" method for MAList >>> objects. >>> >>> If only LIMMA is loaded but not package xlsx, the code does not crash >>> but rather produces an error ("Error: C stack usage 7970512 is too >>> close to the limit"). Loading only package rJava instead of xlsx does >>> also not produce the crash but the error message instead. Note that >>> xlsx functions are not explicitly used. >>> >>> It could be reproduced on two different Linux machines running >>> R-3.2.5, R-3.3.0 and R-3.3.2. >>> >>> Code to reproduce the problem: >>> --------------------------------- >>> library(limma) >>> library(xlsx) >>> >>> # a MAList >>> ma = new("MAList", list(A=matrix(rnorm(300), 30,10), >>> M=matrix(rnorm(300), 30,10))) >>> >>> # This should actually be sweep(ma$M, ...) for functional code, but I >>> omitted the $M... >>> #sweep(ma, 2, c(1:10), "*") >>> # sweep will crash when doing the final operation of applying the >>> function over the input matrix, which in this case is function "*" >>> >>> f = match.fun("*") >>> # This is not exactly the same as in sweep but it also tries to >>> multiply the MAList object with a matrix of same size and leads to the >>> crash >>> f(ma, ma$M) >>> # ma * ma$M has the same effect >>> --------------------------------- >>> >>> My output: >>> >>> R version 3.3.0 (2016-05-03) -- "Supposedly Educational" >>> Copyright (C) 2016 The R Foundation for Statistical Computing >>> Platform: x86_64-pc-linux-gnu (64-bit) >>> >>> R is free software and comes with ABSOLUTELY NO WARRANTY. >>> You are welcome to redistribute it under certain conditions. >>> Type 'license()' or 'licence()' for distribution details. >>> >>> Natural language support but running in an English locale >>> >>> R is a collaborative project with many contributors. >>> Type 'contributors()' for more information and >>> 'citation()' on how to cite R or R packages in publications. >>> >>> Type 'demo()' for some demos, 'help()' for on-line help, or >>> 'help.start()' for an HTML browser interface to help. >>> Type 'q()' to quit R. >>> >>> > library(limma) >>> > library(xlsx) >>> Loading required package: rJava >>> Loading required package: xlsxjars >>> > >>> > sessionInfo() >>> R version 3.3.0 (2016-05-03) >>> Platform: x86_64-pc-linux-gnu (64-bit) >>> Running under: Ubuntu 14.04.5 LTS >>> >>> locale: >>> [1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C LC_TIME=en_US.UTF-8 >>> [4] LC_COLLATE=en_US.UTF-8 LC_MONETARY=en_US.UTF-8 >>> LC_MESSAGES=en_US.UTF-8 >>> [7] LC_PAPER=en_US.UTF-8 LC_NAME=en_US.UTF-8 >>> LC_ADDRESS=en_US.UTF-8 >>> [10] LC_TELEPHONE=en_US.UTF-8 LC_MEASUREMENT=en_US.UTF-8 >>> LC_IDENTIFICATION=en_US.UTF-8 >>> >>> attached base packages: >>> [1] stats graphics grDevices utils datasets methods base >>> >>> other attached packages: >>> [1] xlsx_0.5.7 xlsxjars_0.6.1 rJava_0.9-8 limma_3.30.7 >>> >>> loaded via a namespace (and not attached): >>> [1] tools_3.3.0 >>> > >>> > ma = new("MAList", list(A=matrix(rnorm(300), 30,10), >>> M=matrix(rnorm(300), 30,10))) >>> > #sweep(ma, 2, c(1:10), "*") >>> > >>> > f = match.fun("*") >>> > f >>> function (e1, e2) .Primitive("*") >>> >>> > f(ma, ma$M) >>> >>> ----> crash to command line with segfault. >>> >>> Best regards, >>> Hilmar >>> >> > > ______________________________________________ > R-devel at r-project.org mailing list > https://stat.ethz.ch/mailman/listinfo/r-devel
Tomas Kalibera
2017-Apr-19 13:51 UTC
[Rd] Crash after (wrongly) applying product operator on S4 object that derives from list
We're working on a workaround for the JVM issue, it should be available in rJava soon. (the JVM issue is only on Linux and it turns infinite/deep recursion into a crash of R; it also effectively reduces the R stack size) Best Tomas On 04/19/2017 02:56 PM, Michael Lawrence wrote:> I think this is a known issue with Java messing with the stack, see > e.g. http://r.789695.n4.nabble.com/Error-memory-exhausted-limit-reached-td4729708.html. > > I'll fix the infinite recursion caused by the methods package. > > Michael > > On Wed, Apr 19, 2017 at 1:12 AM, Wolfgang Huber <wolfgang.huber at embl.de> wrote: >> Dear Hilmar >> >> Perhaps this gives an indication of why the infinite recursion happens: >> >> ## after calling `*` on ma and a matrix: >> >>> showMethods(classes=class(ma), includeDefs=TRUE, inherited = TRUE) >> >> Function: * (package base) >> e1="FOOCLASS", e2="matrix" >> (inherited from: e1="vector", e2="structure") >> (definition from function "Ops") >> function (e1, e2) >> { >> value <- callGeneric(e1, e2 at .Data) >> if (length(value) == length(e2)) { >> e2 at .Data <- value >> e2 >> } >> else value >> } >> >> >> >>> is(ma, "vector") >> [1] TRUE >> >> I got that in a fresh session of >>> sessionInfo() >> R Under development (unstable) (2017-04-18 r72542) >> Platform: x86_64-apple-darwin16.5.0 (64-bit) >> Running under: macOS Sierra 10.12.4 >> >> Best wishes >> Wolfgang >> >> 19.4.17 10:01, Hilmar Berger scripsit: >>> Hi, >>> >>> following up on my own question, I found smaller example that does not >>> require LIMMA: >>> >>> setClass("FOOCLASS", >>> representation("list") >>> ) >>> ma = new("FOOCLASS", list(M=matrix(rnorm(300), 30,10))) >>> >>>> ma * ma$M >>> Error: C stack usage 7970512 is too close to the limit >>> >>>> library(xlsx) >>> Loading required package: rJava >>> Loading required package: xlsxjars >>>> ma * ma$M >>> ---> Crash >>> >>> xlsx seems to act like a catalyst here, with the product operator >>> running in a deep nested iteration, exhausting the stack. Valgrind shows >>> thousands of invalid stack accesses when loading xslx, which might >>> contribute to the problem. Package xlsx has not been updated since 2014, >>> so it might fail with more current versions of R or Java (I'm using >>> Oracle Java 8). >>> >>> Still, even if xlsx was the package to be blamed for the crash, I fail >>> to understand what exactly the product operator is trying to do in the >>> multiplication of the matrix with the object. >>> >>> Best regards, >>> Hilmar >>> >>> On 18/04/17 18:57, Hilmar Berger wrote: >>>> Hi, >>>> >>>> this is a problem that occurs in the presence of two libraries (limma, >>>> xlsx) and leads to a crash of R. The problematic code is the wrong >>>> application of sweep or the product ("*") function on an LIMMA MAList >>>> object. To my knowledge, limma does not define a "*" method for MAList >>>> objects. >>>> >>>> If only LIMMA is loaded but not package xlsx, the code does not crash >>>> but rather produces an error ("Error: C stack usage 7970512 is too >>>> close to the limit"). Loading only package rJava instead of xlsx does >>>> also not produce the crash but the error message instead. Note that >>>> xlsx functions are not explicitly used. >>>> >>>> It could be reproduced on two different Linux machines running >>>> R-3.2.5, R-3.3.0 and R-3.3.2. >>>> >>>> Code to reproduce the problem: >>>> --------------------------------- >>>> library(limma) >>>> library(xlsx) >>>> >>>> # a MAList >>>> ma = new("MAList", list(A=matrix(rnorm(300), 30,10), >>>> M=matrix(rnorm(300), 30,10))) >>>> >>>> # This should actually be sweep(ma$M, ...) for functional code, but I >>>> omitted the $M... >>>> #sweep(ma, 2, c(1:10), "*") >>>> # sweep will crash when doing the final operation of applying the >>>> function over the input matrix, which in this case is function "*" >>>> >>>> f = match.fun("*") >>>> # This is not exactly the same as in sweep but it also tries to >>>> multiply the MAList object with a matrix of same size and leads to the >>>> crash >>>> f(ma, ma$M) >>>> # ma * ma$M has the same effect >>>> --------------------------------- >>>> >>>> My output: >>>> >>>> R version 3.3.0 (2016-05-03) -- "Supposedly Educational" >>>> Copyright (C) 2016 The R Foundation for Statistical Computing >>>> Platform: x86_64-pc-linux-gnu (64-bit) >>>> >>>> R is free software and comes with ABSOLUTELY NO WARRANTY. >>>> You are welcome to redistribute it under certain conditions. >>>> Type 'license()' or 'licence()' for distribution details. >>>> >>>> Natural language support but running in an English locale >>>> >>>> R is a collaborative project with many contributors. >>>> Type 'contributors()' for more information and >>>> 'citation()' on how to cite R or R packages in publications. >>>> >>>> Type 'demo()' for some demos, 'help()' for on-line help, or >>>> 'help.start()' for an HTML browser interface to help. >>>> Type 'q()' to quit R. >>>> >>>>> library(limma) >>>>> library(xlsx) >>>> Loading required package: rJava >>>> Loading required package: xlsxjars >>>>> sessionInfo() >>>> R version 3.3.0 (2016-05-03) >>>> Platform: x86_64-pc-linux-gnu (64-bit) >>>> Running under: Ubuntu 14.04.5 LTS >>>> >>>> locale: >>>> [1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C LC_TIME=en_US.UTF-8 >>>> [4] LC_COLLATE=en_US.UTF-8 LC_MONETARY=en_US.UTF-8 >>>> LC_MESSAGES=en_US.UTF-8 >>>> [7] LC_PAPER=en_US.UTF-8 LC_NAME=en_US.UTF-8 >>>> LC_ADDRESS=en_US.UTF-8 >>>> [10] LC_TELEPHONE=en_US.UTF-8 LC_MEASUREMENT=en_US.UTF-8 >>>> LC_IDENTIFICATION=en_US.UTF-8 >>>> >>>> attached base packages: >>>> [1] stats graphics grDevices utils datasets methods base >>>> >>>> other attached packages: >>>> [1] xlsx_0.5.7 xlsxjars_0.6.1 rJava_0.9-8 limma_3.30.7 >>>> >>>> loaded via a namespace (and not attached): >>>> [1] tools_3.3.0 >>>>> ma = new("MAList", list(A=matrix(rnorm(300), 30,10), >>>> M=matrix(rnorm(300), 30,10))) >>>>> #sweep(ma, 2, c(1:10), "*") >>>>> >>>>> f = match.fun("*") >>>>> f >>>> function (e1, e2) .Primitive("*") >>>> >>>>> f(ma, ma$M) >>>> ----> crash to command line with segfault. >>>> >>>> Best regards, >>>> Hilmar >>>> >> ______________________________________________ >> R-devel at r-project.org mailing list >> https://stat.ethz.ch/mailman/listinfo/r-devel > ______________________________________________ > R-devel at r-project.org mailing list > https://stat.ethz.ch/mailman/listinfo/r-devel
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