DataFrame groupby().apply() 函数似乎被调用了两次 [英] DataFrame groupby().apply() function seems to be called twice
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问题描述
这是一个简单的数据帧:
Here is a simple DataFrame:
import numpy as np
dd=pd.DataFrame(np.arange(35).reshape(7,5), columns=list('xyzwv'))
dd['w']=list('AABBBCC')
,即:
现在我试试下面的代码
def func(x):
print(x)
return x
dd.groupby('w').apply(func)
然后打印出来:
我认为出了问题,因为 正在打印两次.
I think something goes wrong because is being printed twice.
看起来好像为同一组调用了 func() 两次.我做错了什么?
It looks as if func() is being called twice for the same group. What mistake did I do?
推荐答案
apply
调用第一组两次以确定是否可以做一些优化,参见http://pandas.pydata.org/pandas-docs/stable/groupby.html#flexible-apply
apply
calls the first group twice to work out whether it could do some optimizations, see
http://pandas.pydata.org/pandas-docs/stable/groupby.html#flexible-apply
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