Contents

Python中的字符串操作

本文采用知识共享署名 4.0 国际许可协议进行许可,转载时请注明原文链接,图片在使用时请保留全部内容,可适当缩放并在引用处附上图片所在的文章链接。

字符串基础

Python 中单引号、双引号和三引号的字符串是一模一样的,没有区别。

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s1 = 'hello'
s2 = "hello"
s3 = """hello"""
s1 == s2 == s3
True

Python 的三引号字符串,则主要应用于多行字符串的情境,比如函数的注释等等。

转义字符

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

字符串的常用操作

Python 的字符串同样支持索引,切片和遍历等等操作。

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name = 'jason'
name[0]
'j'
name[1:3]
'as'

Python 的字符串是不可变的(immutable),Python 中字符串的改变,通常只能通过创建新的字符串来完成。

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# 是直接用大写的'H',通过加号'+'操作符,与原字符串切片操作的子字符串拼接而成新的字符串。
s = 'H' + s[1:]

# 是直接扫描原字符串,把小写的'h'替换成大写的'H',得到新的字符串。
s = s.replace('h', 'H')

使用加法操作符'+='的字符串拼接方法。

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s = ''
for n in range(0, 100000):
    s += str(n)

对于字符串拼接问题,除了使用加法操作符,我们还可以使用字符串内置的 join 函数。string.join(iterable),表示把每个元素都按照指定的格式连接起来。

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l = []
for n in range(0, 100000):
    l.append(str(n))
l = ' '.join(l)

由于列表的 append 操作是 O(1) 复杂度,字符串同理。因此,这个含有 for 循环例子的时间复杂度为 n*O(1)=O(n)。

split()

  • string.split(separator),表示把字符串按照 separator 分割成子字符串,并返回一个分割后子字符串组合的列表
  • string.strip(str),表示去掉首尾的 str 字符串
  • string.lstrip(str),表示只去掉开头的 str 字符串
  • string.rstrip(str),表示只去掉尾部的 str 字符串
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s = ' my name is jason '
s.strip()
'my name is jason'

字符串的格式化

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print('no data available for person with id: {}, name: {}'.format(id, name))

'no data available for person with id: 123, name: jason'

# 在 Python 之前版本中,字符串格式化通常用 % 来表示
print('no data available for person with id: %s, name: %s' % (id, name))