[Tutor] weird lambda expression -- can someone help me understand how this works
eryksun
eryksun at gmail.com
Sat Dec 14 11:23:28 CET 2013
On Fri, Dec 13, 2013 at 11:21 PM, Steven D'Aprano <steve at pearwood.info> wrote:
>
>> >>> l = lambda x: x**2
>> >>> apply(l, (3,))
>> 9
>
> The built-in function apply is deprecated in Python 2 and removed in
> Python 3.
Possibly using apply() was meant to be similar to pandas
DataFrame.apply, but the latter applies a function repeatedly to the
rows or columns along an axis. It's closer to map().
http://pandas.pydata.org/pandas-docs/dev/api.html#id6
df = pandas.DataFrame(
[[2, 3],
[4, 6]],
columns=('c0','c1'),
index=('r0','r1'))
>>> df
c0 c1
r0 2 3
r1 4 6
>>> r = df.apply(print)
r0 2
r1 4
Name: c0, dtype: int64
r0 3
r1 6
Name: c1, dtype: int64
>>> r = df.apply(print, axis=1)
c0 2
c1 3
Name: r0, dtype: int64
c0 4
c1 6
Name: r1, dtype: int64
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