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python的複製,深拷貝和淺拷貝的區別

在python中,物件賦值實際上是物件的引用。當建立一個物件,然後把它賦給另一個變數的時候,python並沒有拷貝這個物件,而只是拷貝了這個物件的引用

一般有三種方法,

alist=[1,2,3,[“a”,“b”]]

(1)直接賦值,傳遞物件的引用而已,原始列表改變,被賦值的b也會做相同的改變

b=alist print b [1, 2, 3, [‘a’, ‘b’]]

alist.append(5) print alist;print b [1, 2, 3, [‘a’, ‘b’], 5] [1, 2, 3, [‘a’, ‘b’], 5]

(2)copy淺拷貝,沒有拷貝子物件,所以原始資料改變,子物件會改變

import copy

c=copy.copy(alist) print alist;print c [1, 2, 3, [‘a’, ‘b’]] [1, 2, 3, [‘a’, ‘b’]]

alist.append(5) print alist;print c [1, 2, 3, [‘a’, ‘b’], 5] [1, 2, 3, [‘a’, ‘b’]]

alist[3] [‘a’, ‘b’]

alist[3].append(‘cccc’) print alist;print c [1, 2, 3, [‘a’, ‘b’, ‘cccc’], 5] [1, 2, 3, [‘a’, ‘b’, ‘cccc’]] 裡面的子物件被改變了

(3)深拷貝,包含物件裡面的自物件的拷貝,所以原始物件的改變不會造成深拷貝里任何子元素的改變

import copy

d=copy.deepcopy(alist) print alist;print d [1, 2, 3, [‘a’, ‘b’]] [1, 2, 3, [‘a’, ‘b’]]始終沒有改變

alist.append(5) print alist;print d [1, 2, 3, [‘a’, ‘b’], 5] [1, 2, 3, [‘a’, ‘b’]]始終沒有改變

alist[3] [‘a’, ‘b’]

alist[3].append(“ccccc”) print alist;print d [1, 2, 3, [‘a’, ‘b’, ‘ccccc’], 5] [1, 2, 3, [‘a’, ‘b’]] 始終沒有改變