I feel sorry for you with only 4GB of RAM. Ive not had that little in either a personal PC or work PC in over 10 years. At work, I have 16 GB and at home 64 GB.

I feel sorry for you with only 4GB of RAM. Ive not had that little in either a personal PC or work PC in over 10 years. At work, I have 16 GB and at home 64 GB. Work, the problem is the size of the data sets I'm trying to work with. Pull all exposure factors from a vendor for a 2 year period? Yeah, I'm going to run out of memory. 10 years of daily, over 500 data points per date into a pandas DataFrame just doesn't work. At home, a lot of the 64 GB goes towards running VMs amd actively disabling paging (don't want to burn out my SSD via heavy paging). At previous job, also had 16 GB of RAM, could run out of memory by doing a large build under WSL. Apparently McAfee has any issue with WSL that leaks memory like a drive in manner that can only be reclaimed via a restart of the entire system.