一些Python中的二维数组的操作方法

WBOY
Release: 2016-06-06 11:15:24
Original
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需要在程序中使用二维数组,网上找到一种这样的用法:
 

#创建一个宽度为3,高度为4的数组
#[[0,0,0], 
# [0,0,0],
# [0,0,0],
# [0,0,0]]
myList = [[0] * 3] * 4
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但是当操作myList[0][1] = 1时,发现整个第二列都被赋值,变成

[[0,1,0],

[0,1,0],

[0,1,0],

[0,1,0]]

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为什么...一时搞不懂,后面翻阅The Python Standard Library 找到答案

list * n—>n shallow copies of list concatenated, n个list的浅拷贝的连接

例:

>>> lists = [[]] * 3
>>> lists
[[], [], []]
>>> lists[0].append(3)
>>> lists
[[3], [3], [3]]
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[[]]是一个含有一个空列表元素的列表,所以[[]]*3表示3个指向这个空列表元素的引用,修改任何

一个元素都会改变整个列表:

所以需要用另外一种方式进行创建多维数组,以免浅拷贝:

>>> lists = [[] for i in range(3)]
>>> lists[0].append(3)
>>> lists[1].append(5)
>>> lists[2].append(7)
>>> lists
[[3], [5], [7]]
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之前的二维数组创建方式为:

myList = [([0] * 3) for i in range(4)]
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