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              Python自動化運維 | 正則表達式教學指南

              今天寫Python自動化運維工具,偶然想到了初學正則表達式時候,看過一篇文章非常不錯。檢索一下還真的找到了。

              re模塊

              import re
              

              re.search

              經常用match = re.search(pat, str)的形式。因為有可能匹配不到,所以re.search()后面一般用if statement。

              str = 'an example word:cat!!'
              match = re.search(r'word:\w\w\w', str)
              if match:
                  print 'found', match.group() ## 'found word:cat' else:
                  print 'did not find'
              found word:cat
              # re.search return a match object, which contains lots of info print type(match)
              <type '_sre.SRE_Match'>
              print match.string # source string print match.group()
              print match.start() # position of w print match.end() # position of t print match.endpos # position of last ! print match.span()
              an example word:cat!!
              word:cat
              11
              19
              21
              (11, 19)
              

              re.match

              re.match和re.search很相似,只是re.match是從字符串的開頭開始匹配。

              s = 'python tuts'
              match = re.match(r'py',s)
              if match:
                  print(match.group())
              py
              s = 'python tuts'
              match = re.search(r'^py',s)
              if match:
                  print(match.group())
              py
              

              常用正則字符意義

              • a, X, 9,等字符匹配自己, 元字符不匹配自己,因為有特殊意義,比如 . ^ $ * + ? { }[ ] \ | ( )
              • . 英文句號,匹配任意字符,不包含'\n'
              • \w 匹配'word'字符,[a-zA-Z0-9]
              • \W 匹配非'word'字符
              • \b 匹配'word'和'non-word'之間邊界
              • \s 匹配單個whitespace字符,space, newline, return, tab, form [\n\r\t\f]
              • \S 匹配non-whitespace字符
              • \t, \n, \r 匹配tab, newline, return
              • \d 匹配數字[0-9]
              • ^ 匹配字符串開頭
              • $ 匹配字符串結尾

              重復

              ‘+’ 一或多次, ‘*’ 零或多次, ‘?’ 零或一次

              方括號[]

              # 提取email address
              string = 'purple alice-b@gmail.com monkey dishwasher'
              match = re.search(r'\w+@\w+', string)
              if match:
                  print match.group()  ## 'b@google'
              b@gmail
              

              []類似于or
              Square brackets can be used to indicate a set of chars, so [abc] matches 'a' or 'b' or 'c'.

              match = re.search(r'[\w.-]+@[\w.-]+',string)
              if match:
                  print match.group()
              alice-b@gmail.com
              

              Group Extraction圓括號()

              有時候需要提取匹配字符的一部分,比如剛才的郵箱,我們可能需要其中的username和hostname,這時候可以用()分別把username和hostname包起來,就像r'([\w.-]+)@([\w.-]+)',如果匹配成功,那么pattern不改變,只是可以用match.group(1)和match.group(2)來username和hostname,match.group()結果不變。

              string = 'purple alice-b@google.com monkey dishwasher'
              match = re.search(r'([\w\.-]+)@([\w\.-]+)',string)
              if match:
                  # Return subgroup(s) of the match by indices or names. print match.group() # or match.group(0) print match.group(1)
                  print match.group(2)
              if match:
                  # Return a tuple containing all the subgroups of the match, from 1. print match.groups()
              alice-b@google.com
              alice-b
              google.com
              ('alice-b', 'google.com')
              

              findall and groups

              ()和findall()結合,如果包括一或多個group,就返回a list of tuples。

              str = 'purple alice@google.com, blah monkey bob@abc.com blah dishwasher'
              tuples = re.findall(r'([\w\.-]+)@([\w\.-]+)', str)
              print tuples  # [('alice', 'google.com'), ('bob', 'abc.com')] for tuple in tuples:
                  print tuple[0] # username print tuple[1] # host
              [('alice', 'google.com'), ('bob', 'abc.com')]
              alice
              google.com
              bob
              abc.com
              

              給re.search加^之后是一樣的。

              re.sub

              re.sub(pat, replacement, str)在str里尋找和pattern匹配的字符串,然后用replacement替換。replacement可以包含\1或者\2來代替相應的group,然后實現局部替換。

              # replace hostname
              str = 'alice@google.com, and bob@abc.com' #returns new string with all replacements, # \1 is group(1), \2 group(2) in the replacement print re.sub(r'([\w\.-]+)@([\w\.-]+)', r'\1@yo-yo-dyne.com', str)
              alice@yo-yo-dyne.com, and bob@yo-yo-dyne.com
              

              參考

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