Read large file in parallel?

Question

I have a large file which I need to read in and make a dictionary from. I would like this to be as fast as possible. However my code in python is too slow. Here is a minim

Answer 1

More cardinal solution for slow dictionary appending: replace the dictionary with array of pairs of strings. Fill it and then sort.