Finished the conversion, running with multiple processes certain speeds up the roots calculation a bit, but for my Mac Book Air, with only 2 cores, it's hard to see that much of a difference.
I wonder what it would do on larger machines with more CPU and more cores. Adjust how many processes to run in parallel by changing the multiprocessing argument at the bottom of the file.