I have a database in my local mongoDB which is around 24m rows. I’m trying to manipulate the data using pymongo but cannot perform any operations without kernel crashing (I tried using the dask library).

I’m using macOS and as far as I know it automatically manages virtual memory but I’ve tried increasing the buffer size of Jupyter notebook and it too didn’t work. I’d appreciate any recommendations and comments.