First, use a profiler (cProfile) to pinpoint which code is slow instead of guessing.
Then, check how the file is read—read line by line instead of loading the entire file into memory.
Next, see if there are any heavy operations within the loop (such as string manipulation, searching, or regex).
Finally, check the algorithm (avoid nested loops or searching through large lists; use sets/dicts instead). retro bowl...