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re模块
python也支持正则表达式,这节说正则表达式模块re
1 >>> import re 2 >>> dir(re) 3 [‘A‘, ‘ASCII‘, ‘DEBUG‘, ‘DOTALL‘, ‘I‘, ‘IGNORECASE‘, ‘L‘, ‘LOCALE‘, ‘M‘, \
4 ‘MULTILINE‘, ‘S‘, ‘Scanner‘, ‘T‘, ‘TEMPLATE‘, ‘U‘, ‘UNICODE‘, ‘VERBOSE‘, ‘X‘,\
5 ‘_MAXCACHE‘, ‘__all__‘, ‘__builtins__‘, ‘__cached__‘, ‘__doc__‘, ‘__file__‘, ‘__loader__‘, \
6 ‘__name__‘, ‘__package__‘, ‘__spec__‘, ‘__version__‘, ‘_alphanum_bytes‘, ‘_alphanum_str‘, ‘_cache‘, \
7 ‘_cache_repl‘, ‘_compile‘, ‘_compile_repl‘, ‘_expand‘, ‘_locale‘, ‘_pattern_type‘, ‘_pickle‘, ‘_subx‘, \
8 ‘compile‘, ‘copyreg‘, ‘error‘, ‘escape‘, ‘findall‘, ‘finditer‘, ‘fullmatch‘, ‘match‘, ‘purge‘, ‘search‘, \
9 ‘split‘, ‘sre_compile‘, ‘sre_parse‘, ‘sub‘, ‘subn‘, ‘sys‘, ‘template‘]
使用正则表达式模块首先需要导入模块,re模块中比较重要的几个方法 findall / match / search /compile ,下面用例子解释下:
#findall
>>> help(re.findall)
Help on function findall in module re:
findall(pattern, string, flags=0)
Return a list of all non-overlapping matches in the string.
If one or more capturing groups are present in the pattern, return
a list of groups; this will be a list of tuples if the pattern
has more than one group.
Empty matches are included in the result.
其中:flags定义包括:
re.I:忽略大小写
re.L:表示特殊字符集 \w, \W, \b, \B, \s, \S 依赖于当前环境
re.M:多行模式
re.S:‘ . ‘并且包括换行符在内的任意字符(注意:‘ . ‘不包括换行符)
re.U: 表示特殊字符集 \w, \W, \b, \B, \d, \D, \s, \S 依赖于 Unicode 字符属性数据库
>>> a=‘this is a test string‘ >>> re.findall(‘a‘) >>> re.findall(r‘test‘,a) #查找匹配‘test‘的单词 [‘test‘] >>> a=‘this is a {{test}} string‘ >>> patten=r‘{{(.*?)}}‘ #结合稍微复杂的模式 >>> re.findall(patten,a) [‘test‘]
>>> pattern=r‘a.c‘
>>> test_str=‘abc a1c a*c a|c abd aed a\nc‘
>>> re.findall(pattern,test_str)
[‘abc‘, ‘a1c‘, ‘a*c‘, ‘a|c‘]
>>> re.findall(pattern,test_str,re.S)
[‘abc‘, ‘a1c‘, ‘a*c‘, ‘a|c‘, ‘a\nc‘]
1 #re.search 该方法检索字符串,找到匹配后返回, 2 >>> help(re.search) 3 Help on function search in module re: 4 5 search(pattern, string, flags=0) 6 Scan through string looking for a match to the pattern, returning 7 a match object, or None if no match was found. 8 >>> test_str=‘this is a test ,is good,is bad‘ 9 >>> pattern=r‘is‘ 10 >>> re.search(pattern,test_str) 11 <_sre.SRE_Match object; span=(2, 4), match=‘is‘> 12 >>> dir(b) 13 [‘__class__‘, ‘__copy__‘, ‘__deepcopy__‘, ‘__delattr__‘, ‘__dir__‘, ‘__doc__‘, ‘__eq__‘, ‘__format__‘, \
‘__ge__‘, ‘__getattribute__‘, ‘__gt__‘, ‘__hash__‘, ‘__init__‘, ‘__le__‘, ‘__lt__‘, ‘__ne__‘, ‘__new__‘, \
‘__reduce__‘, ‘__reduce_ex__‘, ‘__repr__‘, ‘__setattr__‘, ‘__sizeof__‘, ‘__str__‘, ‘__subclasshook__‘, ‘end‘, ‘endpos‘, \
‘expand‘, ‘group‘, ‘groupdict‘, ‘groups‘, ‘lastgroup‘, ‘lastindex‘, ‘pos‘, ‘re‘, ‘regs‘, ‘span‘, ‘start‘, ‘string‘] 14 >>> b.group() 15 ‘is‘
1 #re.match 仅从字符串首开始匹配 2 >>> help(re.match) 3 Help on function match in module re: 4 5 match(pattern, string, flags=0) 6 Try to apply the pattern at the start of the string, returning 7 a match object, or None if no match was found. 8 >>> test_str 9 ‘this is a test ,is good,is bad‘ 10 >>> pattern 11 ‘is‘ 12 >>> b=re.match(pattern,test_str) 13 >>> b 14 >>> print(b) 15 None #没有匹配到字符串中的is
re.compile 将正则表达式转换为模式对象,可以实现更有效率的匹配,
1 >>> help(re.compile) 2 Help on function compile in module re: 3 4 compile(pattern, flags=0) 5 Compile a regular expression pattern, returning a pattern object. 6 >>> pattern=r‘{{(.*?)}}‘ 7 >>> pat_obj=re.compile(pattern) #编译成模式对象 8 >>> pat_obj 9 re.compile(‘{{(.*?)}}‘) 10 >>> test_str=‘this is a {{test}} str, {{}}‘ 11 >>> pat_obj.findall(test_str) 12 [‘test‘, ‘‘] #我们看到这同样匹配了找到的所有结果
re模块
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