Progress apply

import pandas as pd
import numpy as np
from tqdm import tqdm
# from tqdm.auto import tqdm  # for notebooks

df = pd.DataFrame(np.random.randint(0, int(1e8), (10000, 1000)))

# Create and register a new `tqdm` instance with `pandas`
# (can use tqdm_gui, optional kwargs, etc.)
tqdm.pandas()

# Now you can use `progress_apply` instead of `apply`
df.groupby(0).progress_apply(lambda x: x**2)

Similar codes

0 vote366 views1 answer
Module 'torch' has no attribute 'square'
Python
0 vote377 views1 answer
Filter dict by list of keys python
Python
0 vote379 views1 answer
Time.strftime("%H:%M:%S") in python
Python
2 votes377 views1 answer
Django and react url conflict
Python Django
1 vote325 views2 answers
Rank function in pandas
Python
0 vote332 views1 answer
Pandas invert a boolean Series
Python
0 vote324 views1 answer
PyQT5 reset color
Python
0 vote283 views1 answer
Replace all string in list python
Python
1 vote346 views1 answer
Get last year of today python
Python
1 vote322 views1 answer
Python load pandas from pickle
Python