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 vote272 views1 answer
Struct trong python
Python
9 votes275 views4 answers
Python run server
Python
0 vote276 views1 answer
Linear congruential generator in python
Python
1 vote276 views1 answer
Django link home page
Python
0 vote309 views2 answers
Python plus
Python
0 vote286 views1 answer
Python ordering items in a list
Python
2 votes352 views2 answers
Get_absolute_url django
Python Django
0 vote274 views1 answer
Python convert exponential to int
Python
1 vote290 views1 answer
Django manger
Python
0 vote283 views1 answer
Python read xls
Python