[Rd] Problem with adding slots to S4 object
Thierry Onkelinx
thierry.onkelinx at inbo.be
Wed May 6 11:45:10 CEST 2015
Dear Michael,
Thank you very much for your reply. It helped me to solve the problem and
increased my understanding of S4 objects. I've updated the github
repository in case someone else might be interested.
Best regards,
Thierry
ir. Thierry Onkelinx
Instituut voor natuur- en bosonderzoek / Research Institute for Nature and
Forest
team Biometrie & Kwaliteitszorg / team Biometrics & Quality Assurance
Kliniekstraat 25
1070 Anderlecht
Belgium
To call in the statistician after the experiment is done may be no more
than asking him to perform a post-mortem examination: he may be able to say
what the experiment died of. ~ Sir Ronald Aylmer Fisher
The plural of anecdote is not data. ~ Roger Brinner
The combination of some data and an aching desire for an answer does not
ensure that a reasonable answer can be extracted from a given body of data.
~ John Tukey
2015-05-06 0:50 GMT+02:00 Michael Lawrence <lawrence.michael at gene.com>:
> There are too many arguments in the signature of the my_inla generic. The
> signature defaults to every argument in the formals, which are probably
> already over-specified. Typically, one defines a generic with the formals
> (x, ...), or perhaps in this case (x, model, ...), but more on that below
>
> Unrelated to this issue, the my_inla generic is defined incorrectly. It
> should call standardGeneric("my_inla"), not standard.generic(my_inla). When
> you pass a generic definition that does not contain a call to
> standardGeneric(), it is taken as the default (ANY) method, so the generic
> still works in this case, but the ANY method is broken.
>
> The ANY method that is separately defined should probably be defined on
> "data.frame,missing", since otherwise it will break. If you really want an
> ANY method, consider coercing the input to data.frame, but you can do that
> without a generic.
>
> Instead of having the my_inla and my_inla_model classes, you could have
> model.fit be an optional slot in my_inla. Then my_inla() does not have to
> be a generic anymore. To make an optional slot, use a class union of the
> slot class with NULL.
>
> Also, I think it's sort of the convention that class names be upper camel
> case.
>
> The reason it calls paste() so many times is that the methods package
> searches for every possible combination of classes (and their parent
> classes), which in this case, is many, since the generic signature is so
> long, and the Matrix package adds several classes above "integer".
> Obviously, this is not very efficient, however, thanks to caching it only
> happens once for each target signature, so in practice (and with more
> reasonable generic signatures), this is not an issue.
>
> Hope this helps and sorry for the lack of S4 documentation.
>
> Michael
>
>
> On Tue, May 5, 2015 at 1:04 AM, Thierry Onkelinx <thierry.onkelinx at inbo.be
> > wrote:
>
>> Dear all,
>>
>> I did some more work in this.
>>
>> - put all the metadata in a dedicated subclass (see metadataclass branch
>> in
>> github repository). This doesn't solve the problem.
>> - test the code under R 3.1.2. This gives the same problem. So this is NOT
>> a bug introduced by R 3.2.0 :-)
>> - Profiling the code. Below the summary (code is on GitHub). It seems like
>> most of the time is spent by paste(). Note that my code doesn't use
>> paste()
>> so it used in the internals of R. Could someone with more understanding of
>> S4 enlight me on what is happening. And on what I am doing wrong?
>>
>> Best regards,
>>
>> Thierry
>>
>> $by.self
>> self.time self.pct total.time total.pct
>> "paste" 166.06 90.98 170.54 93.44
>> ".findInheritedMethods" 9.30 5.10 182.38 99.92
>> "rep.int" 2.24 1.23 4.48 2.45
>> ":" 2.24 1.23 2.24 1.23
>> "unique.default" 1.42 0.78 1.42 0.78
>> "match" 0.58 0.32 0.58 0.32
>> "[[" 0.54 0.30 0.54 0.30
>> ".getClassFromCache" 0.08 0.04 0.08 0.04
>> "loadMethod" 0.06 0.03 0.06 0.03
>>
>> $by.total
>> total.time total.pct self.time self.pct
>> "eval" 182.52 100.00 0.00 0.00
>> "my_lmer" 182.52 100.00 0.00 0.00
>> "source" 182.52 100.00 0.00 0.00
>> "standardGeneric" 182.52 100.00 0.00 0.00
>> "withVisible" 182.52 100.00 0.00 0.00
>> ".findInheritedMethods" 182.38 99.92 9.30 5.10
>> "<Anonymous>" 182.38 99.92 0.00 0.00
>> "paste" 170.54 93.44 166.06 90.98
>> "outerLabels" 170.54 93.44 0.00 0.00
>> "rep.int" 4.48 2.45 2.24 1.23
>> ":" 2.24 1.23 2.24 1.23
>> "unique.default" 1.42 0.78 1.42 0.78
>> "unique" 1.42 0.78 0.00 0.00
>> "match" 0.58 0.32 0.58 0.32
>> "[[" 0.54 0.30 0.54 0.30
>> ".inheritedArgsExpression" 0.54 0.30 0.00 0.00
>> "extends" 0.54 0.30 0.00 0.00
>> ".getClassFromCache" 0.08 0.04 0.08 0.04
>> "getClassDef" 0.08 0.04 0.00 0.00
>> "initialize" 0.08 0.04 0.00 0.00
>> "new" 0.08 0.04 0.00 0.00
>> "loadMethod" 0.06 0.03 0.06 0.03
>>
>> $sample.interval
>> [1] 0.02
>>
>> $sampling.time
>> [1] 182.52
>>
>> >
>>
>> ir. Thierry Onkelinx
>> Instituut voor natuur- en bosonderzoek / Research Institute for Nature and
>> Forest
>> team Biometrie & Kwaliteitszorg / team Biometrics & Quality Assurance
>> Kliniekstraat 25
>> 1070 Anderlecht
>> Belgium
>>
>> To call in the statistician after the experiment is done may be no more
>> than asking him to perform a post-mortem examination: he may be able to
>> say
>> what the experiment died of. ~ Sir Ronald Aylmer Fisher
>> The plural of anecdote is not data. ~ Roger Brinner
>> The combination of some data and an aching desire for an answer does not
>> ensure that a reasonable answer can be extracted from a given body of
>> data.
>> ~ John Tukey
>>
>> 2015-05-04 17:10 GMT+02:00 Thierry Onkelinx <thierry.onkelinx at inbo.be>:
>>
>> > Dear all,
>> >
>> > I'm trying to create a virtual S4 class with some subclasses. I noticed
>> > that adding slots to this class increases the memory use and slows the
>> > functions down. Note that I'm adding very small slots (integer or
>> character
>> > both of length 1).
>> >
>> > I've made a reproducible example at
>> > https://github.com/ThierryO/testvirtualclass. The R CMD check --as-cran
>> > fails on the tests.
>> >
>> > Some of the output of R CMD check
>> >
>> > * using R version 3.2.0 (2015-04-16)
>> > * using platform: i386-w64-mingw32 (32-bit)
>> > * using session charset: ISO8859-1
>> > * using option '--as-cran'
>> > * checking tests ...
>> > Running 'testthat.R' [125s]
>> > ERROR
>> > Running the tests in 'tests/testthat.R' failed.
>> > Last 13 lines of output:
>> > Execution halted
>> > Error: C stack usage 16583636 is too close to the limit
>> >
>> > at that point R crashes and uses about 3.7 GB RAM
>> >
>> > Any ideas on what is going wrong? Am I using the virual classes in the
>> > wrong way?
>> >
>> > Best regards,
>> >
>> > ir. Thierry Onkelinx
>> > Instituut voor natuur- en bosonderzoek / Research Institute for Nature
>> and
>> > Forest
>> > team Biometrie & Kwaliteitszorg / team Biometrics & Quality Assurance
>> > Kliniekstraat 25
>> > 1070 Anderlecht
>> > Belgium
>> >
>> > To call in the statistician after the experiment is done may be no more
>> > than asking him to perform a post-mortem examination: he may be able to
>> say
>> > what the experiment died of. ~ Sir Ronald Aylmer Fisher
>> > The plural of anecdote is not data. ~ Roger Brinner
>> > The combination of some data and an aching desire for an answer does not
>> > ensure that a reasonable answer can be extracted from a given body of
>> data.
>> > ~ John Tukey
>> >
>>
>> [[alternative HTML version deleted]]
>>
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>> R-devel at r-project.org mailing list
>> https://stat.ethz.ch/mailman/listinfo/r-devel
>>
>
>
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