R Running Slowly on VM – RStudio IDE


I’m trying to run R on a virtual machine through work, but it is running very slowly.

I was running code on a physical machine, but I needed more RAM than was available. I was able to have a new virtual machine created for me with more RAM, which has overcome the initial problem. Only issue is… everything seems to take twice as long to run on this VM! It has a newer version of R, RStudio, and what I think should be better hardware.

As an example, I need to load 13 million rows into R from SQL….
Here’s trying to load just 100,000:

loadSQL <- function() {
  dbhandle <- odbcDriverConnect('driver={SQL Server};server=server;database=database;trusted_conection=true');
  sql <- "SELECT
          TOP 100000
  data2 <- sqlQuery(dbhandle,sql)


On the physical machine (Intel Core i5-8250U @ 1.60 GHz 4 cores 8 logical; 8GB RAM; Windows 10 Pro; RStudio 1.2.1335; R 3.6.1 64bit)

   user  system elapsed 
   3.62    0.13    8.41 

On the VM (Intel Xeon ES-2670 @ 2.60GHz 8 virtual processors; 64GB RAM; Windows 10 Pro; RStudio 2021.09.1; R 4.1.2 64-bit ).

   user  system elapsed 
  15.63    0.17   15.95 

Even loading libraries seems to be excruciating on the VM!

I’d appreciate any pointers!


Read more here: Source link