Python中的对象之间赋值时是按引用传递的,如果需要拷贝对象,需要使用标准库中的copy模块。
1. copy.copy 浅拷贝 只拷贝父对象,不会拷贝对象的内部的子对象。
2. copy.deepcopy 深拷贝 拷贝对象及其子对象
一个很好的例子:
![](https://img.laitimes.com/img/9ZDMuAjOiMmIsIjOiQnIsIiZpdmLl52bO9CXzJ3b0F2YpRmbJdmbp5WasRXdP9CXzV2Zh1WSvwVbvNmLzd2bsJmbj5yd3d3Lc9CX6MHc0RHaiojIsJye.gif)
import copy
![](https://img.laitimes.com/img/9ZDMuAjOiMmIsIjOiQnIsIiZpdmLl52bO9CXzJ3b0F2YpRmbJdmbp5WasRXdP9CXzV2Zh1WSvwVbvNmLzd2bsJmbj5yd3d3Lc9CX6MHc0RHaiojIsJye.gif)
a = [1, 2, 3, 4, ['a', 'b']] #原始对象
![](https://img.laitimes.com/img/9ZDMuAjOiMmIsIjOiQnIsIiZpdmLl52bO9CXzJ3b0F2YpRmbJdmbp5WasRXdP9CXzV2Zh1WSvwVbvNmLzd2bsJmbj5yd3d3Lc9CX6MHc0RHaiojIsJye.gif)
![](https://img.laitimes.com/img/9ZDMuAjOiMmIsIjOiQnIsIiZpdmLl52bO9CXzJ3b0F2YpRmbJdmbp5WasRXdP9CXzV2Zh1WSvwVbvNmLzd2bsJmbj5yd3d3Lc9CX6MHc0RHaiojIsJye.gif)
b = a #赋值,传对象的引用
![](https://img.laitimes.com/img/9ZDMuAjOiMmIsIjOiQnIsIiZpdmLl52bO9CXzJ3b0F2YpRmbJdmbp5WasRXdP9CXzV2Zh1WSvwVbvNmLzd2bsJmbj5yd3d3Lc9CX6MHc0RHaiojIsJye.gif)
c = copy.copy(a) #对象拷贝,浅拷贝
![](https://img.laitimes.com/img/9ZDMuAjOiMmIsIjOiQnIsIiZpdmLl52bO9CXzJ3b0F2YpRmbJdmbp5WasRXdP9CXzV2Zh1WSvwVbvNmLzd2bsJmbj5yd3d3Lc9CX6MHc0RHaiojIsJye.gif)
d = copy.deepcopy(a) #对象拷贝,深拷贝
![](https://img.laitimes.com/img/9ZDMuAjOiMmIsIjOiQnIsIiZpdmLl52bO9CXzJ3b0F2YpRmbJdmbp5WasRXdP9CXzV2Zh1WSvwVbvNmLzd2bsJmbj5yd3d3Lc9CX6MHc0RHaiojIsJye.gif)
![](https://img.laitimes.com/img/9ZDMuAjOiMmIsIjOiQnIsIiZpdmLl52bO9CXzJ3b0F2YpRmbJdmbp5WasRXdP9CXzV2Zh1WSvwVbvNmLzd2bsJmbj5yd3d3Lc9CX6MHc0RHaiojIsJye.gif)
a.append(5) #修改对象a
![](https://img.laitimes.com/img/9ZDMuAjOiMmIsIjOiQnIsIiZpdmLl52bO9CXzJ3b0F2YpRmbJdmbp5WasRXdP9CXzV2Zh1WSvwVbvNmLzd2bsJmbj5yd3d3Lc9CX6MHc0RHaiojIsJye.gif)
a[4].append('c') #修改对象a中的['a', 'b']数组对象
![](https://img.laitimes.com/img/9ZDMuAjOiMmIsIjOiQnIsIiZpdmLl52bO9CXzJ3b0F2YpRmbJdmbp5WasRXdP9CXzV2Zh1WSvwVbvNmLzd2bsJmbj5yd3d3Lc9CX6MHc0RHaiojIsJye.gif)
![](https://img.laitimes.com/img/9ZDMuAjOiMmIsIjOiQnIsIiZpdmLl52bO9CXzJ3b0F2YpRmbJdmbp5WasRXdP9CXzV2Zh1WSvwVbvNmLzd2bsJmbj5yd3d3Lc9CX6MHc0RHaiojIsJye.gif)
print 'a = ', a
![](https://img.laitimes.com/img/9ZDMuAjOiMmIsIjOiQnIsIiZpdmLl52bO9CXzJ3b0F2YpRmbJdmbp5WasRXdP9CXzV2Zh1WSvwVbvNmLzd2bsJmbj5yd3d3Lc9CX6MHc0RHaiojIsJye.gif)
print 'b = ', b
![](https://img.laitimes.com/img/9ZDMuAjOiMmIsIjOiQnIsIiZpdmLl52bO9CXzJ3b0F2YpRmbJdmbp5WasRXdP9CXzV2Zh1WSvwVbvNmLzd2bsJmbj5yd3d3Lc9CX6MHc0RHaiojIsJye.gif)
print 'c = ', c
![](https://img.laitimes.com/img/9ZDMuAjOiMmIsIjOiQnIsIiZpdmLl52bO9CXzJ3b0F2YpRmbJdmbp5WasRXdP9CXzV2Zh1WSvwVbvNmLzd2bsJmbj5yd3d3Lc9CX6MHc0RHaiojIsJye.gif)
print 'd = ', d
输出结果:
a = [1, 2, 3, 4, ['a', 'b', 'c'], 5]
b = [1, 2, 3, 4, ['a', 'b', 'c'], 5]
c = [1, 2, 3, 4, ['a', 'b', 'c']]
d = [1, 2, 3, 4, ['a', 'b']]
<a target="_blank" href="http://www.cnblogs.com/coderzh/archive/2008/05/17/1201509.html">Python 天天美味(23) - enumerate遍历数组</a>
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本文转自CoderZh博客园博客,原文链接:http://www.cnblogs.com/coderzh/archive/2008/05/17/1201506.html,如需转载请自行联系原作者