Thanks, that's really useful. One more question for you, or someone else here:
const ArrayXd glmLink::linkFun(const ArrayXd& mu) const { return as<ArrayXd>(::Rf_eval(::Rf_lang2(as<SEXP>(d_linkFun), as<SEXP>(Rcpp::NumericVector(mu.data(), mu.data() + mu.size())) ), d_rho); } I guess I need that to read PROTECT(::Rf_eval(PROTECT(::Rf_lang2(...),...) , but as written it doesn't seem I have anywhere to squeeze in an UNPROTECT(2). Do I need to define a temporary variable so I can UNPROTECT(2) before I return the value? Or is there a way I can use Shield() since this an Rcpp-based project anyway? Sorry for all the very basic questions, but I'm flying nearly blind here ... cheers Ben Bolker On 2020-03-23 4:01 p.m., Tomas Kalibera wrote: > On 3/23/20 8:39 PM, Ben Bolker wrote: >> Dear r-devel folks, >> >> [if this is more appropriate for r-pkg-devel please let me know and >> I'll repost it over there ...] >> >> I'm writing to ask for help with some R/C++ integration idioms that are >> used in a package I'm maintaining, that are unfamilar to me, and that >> are now being flagged as problematic by Tomas Kalibera's 'rchk' >> machinery (https://github.com/kalibera/rchk); results are here >> https://raw.githubusercontent.com/kalibera/cran-checks/master/rchk/results/lme4.out >> >> >> The problem is with constructions like >> >> ::Rf_eval(::Rf_lang2(fun, arg), d_rho) >> >> I *think* this means "construct a two-element pairlist from fun and arg, >> then evaluate it within expression d_rho" >> >> This leads to warnings like >> >> "calling allocating function Rf_eval with argument allocated using >> Rf_lang2" >> >> Is this a false positive or ... ? Can anyone help interpret this? > This is a true error. You need to protect the argument of eval() before > calling eval, otherwise eval() could destroy it before using it. This is > a common rule: whenever passing an argument to a function, that argument > must be protected (directly or indirectly). Rchk tries to be smart and > doesn't report a warning when it can be sure that in that particular > case, for that particular function, it is safe. This is easy to fix, > just protect the result of lang2() before the call and unprotect (some > time) after. >> Not sure why this idiom was used in the first place: speed? (e.g., see >> https://stat.ethz.ch/pipermail/r-devel/2019-June/078020.html ) Should I >> be rewriting to avoid Rf_eval entirely in favor of using a Function? >> (i.e., as commented in >> https://stackoverflow.com/questions/37845012/rcpp-function-slower-than-rf-eval >> >> : "Also, calling Rf_eval() directly from a C++ context is dangerous as R >> errors (ie, C longjmps) will bypass the destructors of C++ objects and >> leak memory / cause undefined behavior in general. Rcpp::Function tries >> to make sure that doesn't happen.") > > Yes, eval (as well as lang2) can throw an error, this error has to be > caught via R API and handled (e.g. by throwing as exception or something > else, indeed that exception then needs to be caught and possibly > converted back when leaving again to C stack frames). An R/C API you can > use here is R_UnwindProtect. This is of course a bit of a pain, and one > does not have to worry when programming in plain C. > > I suppose Rcpp provides some wrapper around R_UnwindProtect, that would > be a question for Rcpp experts/maintainers. > > Best > Tomas > >> >> Any tips, corrections, pointers to further documentation, etc. would be >> most welcome ... Web searching for this stuff hasn't gotten me very far, >> and it seems to be deeper than most of the introductory material I can >> find (including the Rcpp vignettes) ... >> >> cheers >> Ben Bolker >> >> ______________________________________________ >> R-devel@r-project.org mailing list >> https://stat.ethz.ch/mailman/listinfo/r-devel > > ______________________________________________ R-devel@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-devel