Hi, please consider the following minimal reproducible example:
Create a new R package which just contains the following two (exported) objects: crash_dumps <- new.env() f <- function() { x <- runif(1e5) dump <- lapply(1:2, function(i) unserialize(serialize(sys.frames(), NULL))) assign("last.dump", dump, crash_dumps) } WARNING: the following will probably eat all your RAM! Attach this package and run: for (i in 1:100) { print(i) f() } You will notice that with each iteration the execution of f() slows down significantly while the memory consumption of the R process (v4.0.5 on Linux) quickly explodes. I am having a hard time to understand what exactly is happening here. Something w.r.t. too deeply nested environments? Could someone please enlighten me? Thanks! Regards, Andreas Background: In an R package I store crash dumps on error in a parallel processes in a way similar to what I have just shown (hence the (un)serialize(), which happens as part of returning the objects to the parent process). The first 2 or 3 times I do so in a session everything is fine, but afterwards it takes very long and I soon run out of memory. Some more observations: - If I omit `x <- runif(1e5)`, the issues seem to be less pronounced. - If I assign to .GlobalEnv instead of crash_dumps, there seems to be no issue - probably because .GlobalEnv is not included in sys.frames(), while crash_dumps is indirectly via the namespace of the package being the parent.env of some of the sys.frames()!? - If I omit the lapply(...), i.e. use `dump <- unserialize(serialize(sys.frames(), NULL))` directly, there seems to be no issue. The immediate consequence is that there are less sys.frames and - in particular - there is no frame which has the base namespace as its parent.env. - If I make crash_dumps a list and use assignInMyNamespace() to store the dump in it, there also seems to be no issue. I will probably use this as a workaround: crash_dumps <- list() f <- function() { x <- runif(1e5) dump <- lapply(1:2, function(i) unserialize(serialize(sys.frames(), NULL))) crash_dumps[["last.dump"]] <- dump assignInMyNamespace("crash_dumps", crash_dumps) } ______________________________________________ R-devel@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-devel