Tracking progress of joblib.Parallel execution

Question

Is there a simple way to track the overall progress of a joblib.Parallel execution?

I have a long-running execution composed of thousands of jobs, which I want to tr

Answer 1

Why can't you simply use tqdm? The following worked for me

from joblib import Parallel, delayed
from datetime import datetime
from tqdm import tqdm

def myfun(x):
    return x**2

results = Parallel(n_jobs=8)(delayed(myfun)(i) for i in tqdm(range(1000))
100%|██████████| 1000/1000 [00:00<00:00, 10563.37it/s]