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 vote189 views1 answer
Gcsfs pd.read_parquet
Python
63 votes193 views6 answers
What is a class in python
Python
0 vote190 views1 answer
Df select custom index
Python
1 vote175 views1 answer
Python remove first item in tuple
Python
4 votes250 views1 answer
Python if string contains char
Python
0 vote230 views2 answers
Python7.blogspot.com=?m
Python
0 vote198 views2 answers
Rolling window pandas
Python
0 vote202 views1 answer
How to store a return value in a variable in python
Python
1 vote200 views1 answer
Python convert number in array to integer
Python
-2 votes196 views2 answers
Convert list of list to list python
Python