Instantly make your loops show a smart progress meter – just wrap any iterable with
tqdm(iterable), and you’re done!
from tqdm import tqdm for i in tqdm(range(10000)): ...
MPIRE (MultiProcessing Is Really Easy)
MPIRE, short for MultiProcessing Is Really Easy, is a Python package for multiprocessing, but faster and more user-friendly than the default multiprocessing package. It combines the convenient map like functions of
multiprocessing.Pool with the benefits of using copy-on-write shared objects of
multiprocessing.Process, together with easy-to-use worker state, worker insights, and progress bar functionality.
Full documentation is available at https://slimmer-ai.github.io/mpire/.