[R-pkg-devel] install.R running out of memory
Viktor Gal
w|k|ng @end|ng |rom m@eth@com
Sat Nov 2 19:37:12 CET 2019
Hi Dirk,
no worries, thnx for the feedback!
cheers,
viktor
> On 2 Nov 2019, at 13:58, Viktor Gal <wiking using maeth.com> wrote:
>
> Hi Dirk,
>
> so the project is open source, you can reproduce the error yourself (but note it’ll take a long time to actually compile it). steps for reproducing:
> git clone https://github.com/shogun-toolbox/shogun.git
> cd shogun
> git checkout feature/shared_ptr
> mkdir build
> cd build
> cmake -DINTERFACE_R=ON ..
> make
> make install
>
> (it requires tons of dependencies… if you have docker you can docker pull shogun/shogun-dev and run things inside the container)
>
> the make install part runs the R CMD INSTALL so that’ll cause the problem.
>
> but i’ve just uploaded the generated R code that causes the problem here, note the script is 7Mb i.e. 175k LoC, so you better wget/curl it:
> http://maeth.com/shogun.R
>
> cheers,
> viktor
>
>> On 2 Nov 2019, at 13:52, Dirk Eddelbuettel <edd using debian.org> wrote:
>>
>>
>> Hi Viktor,
>>
>> On 2 November 2019 at 13:09, Viktor Gal wrote:
>> | I’m developing an ML library that has R bindings… when installing the library with R CMD INSTALL the R process is running out of memory (50G+ ram) when doing:
>> | ** byte-compile and prepare package for lazy loading
>> |
>> | any ideas how i could debug this part of code, to figure out what is actually happening and why is there a memory leak?
>>
>> Easiest for us to help if we can see code -- so if you have a public repo
>> somewhere please the link.
>>
>> I suspect you have some sort of recursion or circular dependency
>> somewhere. It would be very hard for R to run out of 50gb. But we cannot say
>> more.
>>
>> So maybe triage. In a situation like this when a (supposedly complete)
>> package draft of mine fails "top-down" I often re-validate the toolchain
>> "bottom-up" with a minimal package. If that works, keep adding pieces step by
>> step from the 'not-working large package' to the 'small working' package
>> while continuously ensuring that it still builds.
>>
>> Hope this helps, Dirk
>>
>> --
>> http://dirk.eddelbuettel.com | @eddelbuettel | edd using debian.org
>
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