This looks like a case of FAQ 7.42: https://cran.r-project.org/doc/FAQ/R-FAQ.html#Why-is-R-apparently-not-releasing-memory_003f
On Mon, Jul 16, 2018 at 2:32 PM, Daniel Raduta <datu...@gmail.com> wrote: > Hello, > > I am experiencing a very noticeable memory leak when using large lists of > large data. The code below creates a list of matrices, yet the memory does > not free up after removing that item and performing a garbage collection. > Is there a something I can do to prevent this memory leak? Any help would > be greatly appreciated. By the way, if you execute the code, please run it > in a new R session. > > # Start of code > ================================================================ > > # Function that returns memory being used > MemoryUsed <- function(){ > pid <- Sys.getpid() > system(paste0("top -n 1 -p ", pid, " -b"), intern = TRUE)[c(7,8)] > } > > # Initial memory (VIRT memory equals about 400,000 bytes on my machine) > MemoryUsed() > > # Create a large list of large data, remove it, and perform garbarge > collection > ncols <- 100 > nrows <- 10000 > mat <- matrix(seq(nrows * ncols), nrow = nrows, ncol = ncols) > ls <- lapply(1:1000, function(x) as.data.frame(mat)) > rm(list = setdiff(ls(), 'MemoryUsed')) > invisible(gc()) > > # Final memory (now, VIRT memory equals about 4,600,000 bytes on my machine) > MemoryUsed() > > # End of code > ================================================================== > > My session info is: > > R version 3.4.4 (2018-03-15) > Platform: x86_64-pc-linux-gnu (64-bit) > Running under: Ubuntu 16.04.3 LTS > > Matrix products: default > BLAS: /usr/lib/libblas/libblas.so.3.6.0 > LAPACK: /usr/lib/lapack/liblapack.so.3.6.0 > > locale: > [1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C > LC_TIME=en_US.UTF-8 LC_COLLATE=en_US.UTF-8 > [5] LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8 > LC_PAPER=en_US.UTF-8 LC_NAME=C > [9] LC_ADDRESS=C LC_TELEPHONE=C > LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C > > attached base packages: > [1] stats graphics grDevices utils datasets methods base > > loaded via a namespace (and not attached): > [1] compiler_3.4.4 tools_3.4.4 yaml_2.1.19 > > [[alternative HTML version deleted]] > > ______________________________________________ > R-devel@r-project.org mailing list > https://stat.ethz.ch/mailman/listinfo/r-devel -- Joshua Ulrich | about.me/joshuaulrich FOSS Trading | www.fosstrading.com R/Finance 2018 | www.rinfinance.com ______________________________________________ R-devel@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-devel