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tqdm progress apply

Active Programmer answered on October 17, 2023 Popularity 3/10 Helpfulness 8/10

answer tqdm progress apply

tqdm progress apply

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

# Create new `pandas` methods which use `tqdm` progress
# (can use tqdm_gui, optional kwargs, etc.)
tqdm.pandas()

df = pd.DataFrame(np.random.randint(0, int(1e8), (10000, 1000)))
# Now you can use `progress_apply` instead of `apply`
df.groupby(0).progress_apply(lambda x: x**2)

Popularity 3/10 Helpfulness 8/10 Language python

Source: stackoverflow.com

Tags: apply progress python tqdm

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