Python fnmatch模块详解:Shell风格文件名匹配实战
本文详细介绍Python标准库fnmatch模块,该模块提供Unix Shell风格的文件名匹配功能。涵盖filter、fnmatch、fnmatchcase及translate四个核心函数的用法,展示如何结合os.walk筛选文件,以及将Shell模式转换为正则表达式的技巧,适用于简单的字符串过滤场景。
fnmatch全称为filename match,在Python中,该模块用于执行符合Linux Shell风格的文件名匹配与筛选操作。
fnmatch()函数的匹配能力介于基础字符串方法与复杂的正则表达式之间。当数据处理仅需简单通配符即可完成时,采用此模块通常是较为合理的方案。该模块的核心功能是实现基于Unix Shell风格的文件名匹配,其源码结构相对简洁:
"""Filename matching with shell patterns.
fnmatch(FILENAME, PATTERN) matches according to the local convention.
fnmatchcase(FILENAME, PATTERN) always takes case in account.
The functions operate by translating the pattern into a regular
expression. They cache the compiled regular expressions for speed.
The function translate(PATTERN) returns a regular expression
corresponding to PATTERN. (It does not compile it.)
"""
import os
import posixpath
import re
import functools
__all__ = ["filter", "fnmatch", "fnmatchcase", "translate"]
def fnmatch(name, pat):
"""Test whether FILENAME matches PATTERN.
Patterns are Unix shell style:
* matches everything
? matches any single character
[seq] matches any character in seq
[!seq] matches any char not in seq
An initial period in FILENAME is not special.
Both FILENAME and PATTERN are first case-normalized
if the operating system requires it.
If you don't want this, use fnmatchcase(FILENAME, PATTERN).
"""
name = os.path.normcase(name)
pat = os.path.normcase(pat)
return fnmatchcase(name, pat)
@functools.lru_cache(maxsize=256, typed=True)
def _compile_pattern(pat):
if isinstance(pat, bytes):
pat_str = str(pat, 'ISO-8859-1')
res_str = translate(pat_str)
res = bytes(res_str, 'ISO-8859-1')
else:
res = translate(pat)
return re.compile(res).match
def filter(names, pat):
"""Return the subset of the list NAMES that match PAT."""
result = []
pat = os.path.normcase(pat)
match = _compile_pattern(pat)
if os.path is posixpath:
# normcase on posix is NOP. Optimize it away from the loop.
for name in names:
if match(name):
result.append(name)
else:
for name in names:
if match(os.path.normcase(name)):
result.append(name)
return result
def fnmatchcase(name, pat):
"""Test whether FILENAME matches PATTERN, including case.
This is a version of fnmatch() which doesn't case-normalize
its arguments.
"""
match = _compile_pattern(pat)
return match(name) is not None
def translate(pat):
"""Translate a shell PATTERN to a regular expression.
There is no way to quote meta-characters.
"""
i, n = 0, len(pat)
res = ''
while i < n:
c = pat[i]
i = i+1
if c == '*':
res = res + '.*'
elif c == '?':
res = res + '.'
elif c == '[':
j = i
if j < n and pat[j] == '!':
j = j+1
if j < n and pat[j] == ']':
j = j+1
while j < n and pat[j] != ']':
j = j+1
if j >= n:
res = res + '\\['
else:
stuff = pat[i:j].replace('\\','\\\\')
i = j+1
if stuff[0] == '!':
stuff = '^' + stuff[1:]
elif stuff[0] == '^':
stuff = '\\' + stuff
res = '%s[%s]' % (res, stuff)
else:
res = res + re.escape(c)
return r'(?s:%s)\Z' % res
fnmatch模块包含5个函数,分别为["filter", "fnmatch", "fnmatchcase", "translate"]。
filter函数用于返回匹配结果的列表形式。
def gen_find(filepat, top):
"""
查找符合Shell正则匹配的目录树下的所有文件名
:param filepat: shell正则
:param top: 目录路径
:return: 文件绝对路径生成器
"""
for path, _, filenames in os.walk(top):
for file in fnmatch.filter(filenames, filepat):
yield os.path.join(path, file)
fnmatch函数用于执行基本的文件名匹配测试。
# 列出元组中所有的python文件
pyfiles = [py for py in ('restart.py', 'index.php', 'file.txt') if fnmatch(py, '*.py')]
# 字符串的 startswith() 和 endswith() 方法对于过滤一个目录的内容也是很有用的
fnmatchcase函数用于执行区分大小写的文件匹配操作。
# 这两个函数通常会被忽略的一个特性是在处理非文件名的字符串时候它们也是很有用的。 比如,假设你有一个街道地址的列表数据 address = [ '5412 N CLARK ST', '1060 W ADDISON ST', '1039 W GRANVILLE AVE', '2122 N CLARK ST', '4802 N BROADWAY', ] print([addr for addr in address if fnmatchcase(addr, '* ST')])
translate函数使用频率相对较低。前文已提及fnmatch采用Unix Shell匹配风格,利用translate函数可将其转换为对应的正则表达式,例如:
shell_match = 'Celery_?*.py' print(translate(shell_match)) # 输出结果:(?s:Celery_..*\.py)\Z
Celery_..*\.py即为转换后的正则表达式写法。
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