list.pop 的 numpy 等效项?

2022-01-22 00:00:00 python numpy list arrays stack

问题描述

是否有一个 numpy 方法等效于 python 列表的内置 pop 方法?

Is there a numpy method which is equivalent to the builtin pop for python lists?

Popping 显然不适用于 numpy 数组,我想避免列表转换.

Popping obviously doesn't work on numpy arrays, and I want to avoid a list conversion.


解决方案

NumPy 数组没有 pop 方法,但你可以只使用基本切片(这会很有效,因为它返回一个视图,而不是副本):

There is no pop method for NumPy arrays, but you could just use basic slicing (which would be efficient since it returns a view, not a copy):

In [104]: y = np.arange(5); y
Out[105]: array([0, 1, 2, 3, 4])

In [106]: last, y = y[-1], y[:-1]

In [107]: last, y
Out[107]: (4, array([0, 1, 2, 3]))

如果有 pop 方法,它将返回 y 中的 last 值并修改 y.

If there were a pop method it would return the last value in y and modify y.

以上,

last, y = y[-1], y[:-1]

将最后一个值赋给变量last并修改y.

assigns the last value to the variable last and modifies y.

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