python创建全为0的二维列表遇到的坑

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python创建全为0的二维列表遇到的坑

2023-09-11 07:44| 来源: 网络整理| 查看: 265

        本来想着简单点,用列表乘法

m = n = 3 test = [[0] * m] * n print(test)

        输出也看了一下,没啥问题

[[0, 0, 0], [0, 0, 0], [0, 0, 0]]

m = n = 3 test = [[0] * m] * n print(test) test[0][0] = 2 print(test)

        输出就变得奇怪了

[[0, 0, 0], [0, 0, 0], [0, 0, 0]] [[2, 0, 0], [2, 0, 0], [2, 0, 0]]

Note also that the copies are shallow; nested structures are not copied. This often haunts new Python programmers; consider:

  >>> lists = [[]] * 3   >>> lists           [[], [], []]   >>> lists[0].append(3)   >>> lists           [[3], [3], [3]]

What has happened is that [[]] is a one-element list containing an empty list, so all three elements of [[]] * 3 are (pointers to) this single empty list. Modifying any of the elements of lists modifies this single list. You can create a list of different lists this way:   >>> lists = [[] for i in range(3)]   >>> lists[0].append(3)   >>> lists[1].append(5)   >>> lists[2].append(7)   >>> lists           [[3], [5], [7]]

          也就是说matrix = [[array]] * 3操作中,只是创建3个指向array的引用,所以一旦array改变,matrix中3个list也会随之改变。

示例1 正确的做法 dp = [[0] * (3) for _ in range(3)] print(dp) dp[0][0]=4 print(dp)

[[0, 0, 0], [0, 0, 0], [0, 0, 0]] [[4, 0, 0], [0, 0, 0], [0, 0, 0]]

示例2 错误的做法 dp = [[0,0,0]]*3 print(dp) dp[0][0]=4 print(dp)

[[0, 0, 0], [0, 0, 0], [0, 0, 0]] [[4, 0, 0], [4, 0, 0], [4, 0, 0]]



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