Python基础找茬系列06--浅拷贝和深拷贝，十个人有七个人会晕

off999 2024-10-05 19:44 41 浏览 0 评论

文末有彩蛋

一、概念

可变数据类型：列表list和字典dict。
不可变数据类型：整型int、浮点型float、字符串型string和元组tuple。

二、实例分析

1、可变数据类型赋值

raw = [1, 2, 3, 4]
raw.append(5)
a = raw
print('raw = ', raw)
print('a = ', a)
a.append(6)
print('raw = ', raw)
print('a = ', a)

输出结果：

raw = [1, 2, 3, 4, 5]
a = [1, 2, 3, 4, 5]
raw = [1, 2, 3, 4, 5, 6]
a = [1, 2, 3, 4, 5, 6]

结论：当给可变数据类型直接赋值时，无论赋值的对象还是被赋值的对象发生改变，两者都同时变化

2、不可变数据类型赋值

raw = 10
a = raw
print(raw)
print(a)
raw = 5
print(raw)
print(a)
a = 15
print(raw)
print(a)

输出结果：

当给不可变数据赋值时，无论被赋值对象还是赋值对象都互不影响对方

3、浅拷贝

I、浅拷贝切片方式

raw = [1, 2, 3, 4]
a = raw[:]
print(raw)
print(a)
print("==============")
a.append(5)
print(raw)
print(a)
print("==============")
raw.append(6)
print(raw)
print(a)

输出结果：

[1, 2, 3, 4]
[1, 2, 3, 4]
==============
[1, 2, 3, 4]
[1, 2, 3, 4, 5]
==============
[1, 2, 3, 4, 6]
[1, 2, 3, 4, 5]

II、浅拷贝切片方式：调用copy模块

raw = [1, 2, 3, 4]
a = copy.copy(raw)
print(raw)
print(a)
print("==============")
a.append(5)
print(raw)
print(a)
print("==============")
raw.append(6)
print(raw)
print(a)

输出结果：

[1, 2, 3, 4]
[1, 2, 3, 4]
==============
[1, 2, 3, 4]
[1, 2, 3, 4, 5]
==============
[1, 2, 3, 4, 6]
[1, 2, 3, 4, 5]

III、浅拷贝为什么叫浅拷贝，请看下面例子

import copy
raw = [1, 2, 3, 4, ['a', 'b']]
a = copy.copy(raw)
print(raw)
print(a)
print("==============")
raw[4].append('c')
print(raw)
print(a)
print("==============")
a[4].append('d')
print(raw)
print(a)
print("==============")

输出结果：

[1, 2, 3, 4, ['a', 'b']]
[1, 2, 3, 4, ['a', 'b']]
==============
[1, 2, 3, 4, ['a', 'b', 'c']]
==============
[1, 2, 3, 4, ['a', 'b', 'c', 'd']]
[1, 2, 3, 4, ['a', 'b', 'c', 'd']]
==============

import copy
raw = [1, 2, 3, 4, ['a', 'b']]
a = copy.copy(raw)
print(raw)
print(a)
print("==============")
raw.append(5)
print(raw)
print(a)
print("==============")
a.append(6)
print(raw)
print(a)
print("==============")

输出结果：

[1, 2, 3, 4, ['a', 'b']]
[1, 2, 3, 4, ['a', 'b']]
==============
[1, 2, 3, 4, ['a', 'b'], 5]
[1, 2, 3, 4, ['a', 'b']]
==============
[1, 2, 3, 4, ['a', 'b'], 5]
[1, 2, 3, 4, ['a', 'b'], 6]
==============

拷贝父对象，不会拷贝对象的内部的子对象

4、深拷贝为什么叫深拷贝，请看下面例子

import copy
raw = [1, 2, 3, 4, ['a', 'b']]
a = copy.deepcopy(raw)
print(raw)
print(a)
print("==============")
raw.append(5)
print(raw)
print(a)
print("==============")
a.append(6)
print(raw)
print(a)
print("==============")

输出结果：

[1, 2, 3, 4, ['a', 'b']]
[1, 2, 3, 4, ['a', 'b']]
==============
[1, 2, 3, 4, ['a', 'b'], 5]
[1, 2, 3, 4, ['a', 'b']]
==============
[1, 2, 3, 4, ['a', 'b'], 5]
[1, 2, 3, 4, ['a', 'b'], 6]
==============
import copy
raw = [1, 2, 3, 4, ['a', 'b']]
a = copy.deepcopy(raw)
print(raw)
print(a)
print("==============")
raw[4].append('c')
print(raw)
print(a)
print("==============")
a[4].append('d')
print(raw)
print(a)
print("==============")

输出结果：

[1, 2, 3, 4, ['a', 'b']]
[1, 2, 3, 4, ['a', 'b']]
==============
[1, 2, 3, 4, ['a', 'b', 'c']]
[1, 2, 3, 4, ['a', 'b']]
==============
[1, 2, 3, 4, ['a', 'b', 'c']]
[1, 2, 3, 4, ['a', 'b', 'd']]
==============