Re: [R] Working with very large datasets and generating an executable file

2020-05-07 Thread Jeff Newmiller
You could deploy a rocker image, possibly with an API (built with plumber). But I think it is misleading to refer to that as an executable. On May 6, 2020 11:39:09 PM PDT, Paul Bernal wrote: >Dear Jeff, an executable in terms of deploying a machine learning >model, >whether it a classifocation,

Re: [R] Working with very large datasets and generating an executable file

2020-05-06 Thread Paul Bernal
That could be the answer, yes. El jue., 7 de mayo de 2020 1:22 a. m., escribió: > Or maybe a Shiny Application? > > On 7 May 2020 06:53, Paul Bernal wrote: > > Dear Jeff, > > Thank you for the feedback. So, after reading your comments, it seems > that, > in order to develop an executable model

Re: [R] Working with very large datasets and generating an executable file

2020-05-06 Thread Paul Bernal
Dear Jeff, an executable in terms of deploying a machine learning model, whether it a classifocation, regression, time series or deep learning model. Best regards, Paul El jue., 7 de mayo de 2020 1:22 a. m., Jeff Newmiller < jdnew...@dcn.davis.ca.us> escribió: > There is no executable that can

Re: [R] Working with very large datasets and generating an executable file

2020-05-06 Thread Jeff Newmiller
There is no executable that can run on any OS. As for python... it is hardly the only game in town for building executables, but it and those other options are off topic here. On May 6, 2020 10:53:00 PM PDT, Paul Bernal wrote: >Dear Jeff, > >Thank you for the feedback. So, after reading your co

Re: [R] Working with very large datasets and generating an executable file

2020-05-06 Thread Paul Bernal
Thank you Abby! Cheers! El mié., 6 de mayo de 2020 10:35 p. m., Abby Spurdle escribió: > > The second question is, is there a way I can develop an R model and turn > it > > into an executable program that can work on any OS? > > --myrscript.c > int main (int argc, char* argv []) >

Re: [R] Working with very large datasets and generating an executable file

2020-05-06 Thread Paul Bernal
Dear Jeff, Thank you for the feedback. So, after reading your comments, it seems that, in order to develop an executable model that could be run in any OS, python might be the way to go then? I appreciate all of your valuable responses. Best regards, Paul El mié., 6 de mayo de 2020 6:22 p. m.,

Re: [R] Working with very large datasets and generating an executable file

2020-05-06 Thread Abby Spurdle
> The second question is, is there a way I can develop an R model and turn it > into an executable program that can work on any OS? --myrscript.c int main (int argc, char* argv []) { system ("Rscript myrscript.r"); return 0; } - command line > gcc -o myrs

Re: [R] Working with very large datasets and generating an executable file

2020-05-06 Thread Bert Gunter
To supplement Jeff's comments: Big Data: https://CRAN.R-project.org/view=HighPerformanceComputing To deploy models: https://cran.r-project.org/web/views/ModelDeployment.html Opinion: Executables are a security risk. I wouldn't touch one unless from a trusted source. I think I understand what you

Re: [R] Working with very large datasets and generating an executable file

2020-05-06 Thread Jeff Newmiller
Large data... yes, though how this can be done may vary. I have used machines with 128G of RAM before with no special big data packages. Making an executable... theoretically, yes, though there are some significant technical (and possibly legal) challenges that will most likely make you questio