TQDM

tqdm derives from the Arabic word taqaddum (تقدّم) which can mean "progress," and is an abbreviation for "I love you so much" in Spanish (te quiero demasiado).

Instantly make your loops show a smart progress meter - just wrap any iterable with tqdm(iterable), and you're done!

• TQDM Github
• TQDM RTD

Install

pip install tqdm

Usage

trange

from tqdm import trange
from time import sleep

for i in trange(100, desc='pb1'):
  sleep(0.01)

for i in trange(100, desc='pb2', ascii=True):
  sleep(0.01)

for i in trange(100, desc='pb3', ncols=50):
  sleep(0.01)

for e in tqdm([1,2,3,4,5,6,7,8,9]):
  sleep(0.01)

pb1:  21%|████████▍                               | 21/100 [00:21<01:19,  1.00s/it]
pb2:  20%|########                                | 20/100 [00:20<01:20,  1.00s/it]
pb3:  32%|██▏    | 32/100 [00:12<00:27,  2.49it/s]
50%|███████████████████                               | 5/9 [00:18<00:32,  2.00it/s]

in jupyter

from tqdm import tnrange, tqdm_notebook
from time import sleep
for i in tnragne(4, desc='1st loop'):
  for j in tnrange(100, desc='2nd loop'):
    sleep(0.01)

from tqdm import tnrange, tqdm_notebook
from time import sleep
for i in tnragne(4, desc='1st loop'):
  for j in tnrange(100, desc='2nd loop', leave=False):
    sleep(0.01)