[Rd] How can I catch errors thrown from c via the Rcpperror() function?
luke at stat.uiowa.edu
luke at stat.uiowa.edu
Thu Apr 16 18:27:17 CEST 2009
Something seems amiss in the process of generating the errormessage:
> f <- function(x){}
> f(y = print("foo"))
[1] "foo"
Error in f(y = print("foo")) : unused argument(s) (y = "foo")
The argument seems to be getting evaluated and its value is being used.
luke
On Thu, 16 Apr 2009, William Dunlap wrote:
> Note that Kieren's example labelled the first
> argument to try() with an improper label res30=,
> not expr= (or is that a mailer turning something
> into '30='?). If it really is an improper argument
> tag then this could be showing a buglet in reporting
> on wrongly named arguments:
>
> > invisible(rm(x,y))
> > x<-try(silent=TRUE, badTag=stop("Oops"))
> Error in try(silent = TRUE, badTag = stop("Oops")) : Oops
> > x
> Error: object "x" not found
> > y<-try(silent=TRUE, expr=stop("Oops"))
> > y
> [1] "Error in try(silent = TRUE, expr = stop(\"Oops\")) : Oops\n"
> attr(,"class")
> [1] "try-error"
>
> In the first example I would expect an error message like
> unused argument(s) (badTag = stop("Oops"))
> but it is appropriate that try() would abort if it
> is called in a bad way. Perhaps it is trying to make that
> error message and that triggered the evaluation of the argument,
> as in
> > grep(mypattern=stop("Oops"), "wxyz")
> Error in grep(mypattern = stop("Oops"), "wxyz") : Oops
> where one might expect an error message regarding the wrongly
> named argument, as in:
> > grep(mypattern="x", "wxyz")
> Error in grep(mypattern = "x", "wxyz") :
> unused argument(s) (mypattern = "x")
>
> Bill Dunlap
> TIBCO Software Inc - Spotfire Division
> wdunlap tibco.com
>
>> -----Original Message-----
>> From: r-devel-bounces at r-project.org
>> [mailto:r-devel-bounces at r-project.org] On Behalf Of Dirk Eddelbuettel
>> Sent: Wednesday, April 15, 2009 7:14 PM
>> To: Kieran O'Neill
>> Cc: r-devel at r-project.org
>> Subject: Re: [Rd] How can I catch errors thrown from c via
>> the Rcpperror() function?
>>
>>
>> Kieran,
>>
>> On 15 April 2009 at 18:03, Kieran O'Neill wrote:
>> | I am using the flowClust package from BioConductor, which
>> is largely
>> | implemented in c. For some of my data, the package
>> occasionally (and
>> | quite stochastically) encounters a particular condition
>> which halts its
>> | operation. At this point, it calls the error() function
>> defined by Rcpp,
>> | and halts.
>> |
>> | What I would like to be able to do is to catch the error
>> thrown, and
>> | retry the operation a few times before giving up.
>> |
>> | However, when I wrap the call to flowClust in try() or
>> tryCatch(), the
>> | error seems to completely bypass them:
>> |
>> | Examples:
>> |
>> | 1. This is a trivial example just to test the try() function, and
>> | correctly assigns the error to the variable x:
>> |
>> | > x <- try(stop(simpleError('blah')))
>> | Error : blah
>> | > x
>> | [1] "Error : blah\n"
>> | attr(,"class")
>> | [1] "try-error"
>> |
>> | 2. This is an example using flowClust (using real data, set up to
>> | guarantee that the error is thrown):
>> |
>> | > x <- try(res30 = flowClust(tFrame, K=30, B=1000,
>> varNames=c('CD4',
>> | 'CD8','KI67', 'CD45RO', 'CD28', 'CD57', 'CCR5', 'CD19',
>> 'CD27', 'CCR7',
>> | 'CD127')))
>> | Error in flowClust(tFrame, K = 30, B = 1000, varNames =
>> c("CD4", "CD8", :
>> |
>> | The covariance matrix is near singular!
>> | Try running the program with a different initial
>> configuration or less
>> | clusters
>> | > x
>> | Error: object "x" not found
>> |
>> |
>> | The c code throwing the error is as follows (from flowClust.c):
>> |
>> | if(status!=0)
>> | {
>> | error("\n The covariance matrix is near singular! \n
>> Try running
>> | the program with a different initial configuration or less clusters
>> | \n"); }
>> |
>> |
>> | I looked up the error() function in Writing R Extensions
>> and it states:
>> | "The basic error handling routines are the equivalents of stop and
>> | warning in R code, and use the same interface."
>> |
>> | Yet, it seems that they are not caught by R's error handling code.
>> |
>> | So:
>> |
>> | 1. Is this the general case (that Rcpp error()s are not
>> handled by try()
>> | and related methods in R)? (I'm sure this could be tested
>> with a trivial
>> | example, but I'm not yet familiar enough with wrapping c
>> code in R to do
>> | so.)
>>
>> Allow me to take the narrow view here as Rcpp maintainer.
>> What you can do
>> with Rcpp is to provide a C++ layer of try/catch around inner
>> code which may
>> throw C++ exception. This will usually be caught, and (as
>> shown in the Rcpp
>> docs and examples) we can pass the exception message back up to R as a
>> regular error message. This is very useful as it gives you
>> control back at
>> the R prompt rather than just going belly-up.
>>
>> Now, R's try() and tryCatch() are completely separate and not
>> tied into the
>> exception mechanism Rcpp deals with, which is at a much lower level.
>>
>> Likewise, you may be out of luck with flowClust if it is C
>> program. You
>> could try to add a C++ layer that tried to catch error and
>> allows you do
>> continue your loops. I did something like that 15 years ago in my
>> dissertation research to ensure I survived the occassional
>> numerical error
>> from Fortran during longer Monte Carlo runs,
>>
>> | 2. If so, what is the correct way to handle them in R?
>>
>> Tricky. See 1. :)
>>
>> | 3. If not, do you have any suggestions as to what may have caused
>> | flowClust to behave in this way? (So that I can contact the package
>> | maintainers and report the bug.)
>>
>> You could always contact them anyway and ask for advice.
>>
>> Hth, Dirk
>>
>> --
>> Three out of two people have difficulties with fractions.
>>
>> ______________________________________________
>> 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
>
--
Luke Tierney
Chair, Statistics and Actuarial Science
Ralph E. Wareham Professor of Mathematical Sciences
University of Iowa Phone: 319-335-3386
Department of Statistics and Fax: 319-335-3017
Actuarial Science
241 Schaeffer Hall email: luke at stat.uiowa.edu
Iowa City, IA 52242 WWW: http://www.stat.uiowa.edu
More information about the R-devel
mailing list