python正向最大匹配分词和逆向最大匹配分词的实例
正向最大匹配
# -*- coding:utf-8 -*-
CODEC='utf-8'
def u(s, encoding):
'converted other encoding to unicode encoding'
if isinstance(s, unicode):
return s
else:
return unicode(s, encoding)
def fwd_mm_seg(wordDict, maxLen, str):
'forward max match segment'
wordList = []
segStr = str
segStrLen = len(segStr)
for word in wordDict:
print 'word: ', word
print "\n"
while segStrLen > 0:
if segStrLen > maxLen:
wordLen = maxLen
else:
wordLen = segStrLen
subStr = segStr[0:wordLen]
print "subStr: ", subStr
while wordLen > 1:
if subStr in wordDict:
print "subStr1: %r" % subStr
break
else:
print "subStr2: %r" % subStr
wordLen = wordLen - 1
subStr = subStr[0:wordLen]
# print "subStr3: ", subStr
wordList.append(subStr)
segStr = segStr[wordLen:]
segStrLen = segStrLen - wordLen
for wordstr in wordList:
print "wordstr: ", wordstr
return wordList
def main():
fp_dict = open('words.dic')
wordDict = {}
for eachWord in fp_dict:
wordDict[u(eachWord.strip(), 'utf-8')] = 1
segStr = u'你好世界hello world'
print segStr
wordList = fwd_mm_seg(wordDict, 10, segStr)
print "==".join(wordList)
if __name__ == '__main__':
main()
逆向最大匹配
# -*- coding:utf-8 -*-
def u(s, encoding):
'converted other encoding to unicode encoding'
if isinstance(s, unicode):
return s
else:
return unicode(s, encoding)
CODEC='utf-8'
def bwd_mm_seg(wordDict, maxLen, str):
'forward max match segment'
wordList = []
segStr = str
segStrLen = len(segStr)
for word in wordDict:
print 'word: ', word
print "\n"
while segStrLen > 0:
if segStrLen > maxLen:
wordLen = maxLen
else:
wordLen = segStrLen
subStr = segStr[-wordLen:None]
print "subStr: ", subStr
while wordLen > 1:
if subStr in wordDict:
print "subStr1: %r" % subStr
break
else:
print "subStr2: %r" % subStr
wordLen = wordLen - 1
subStr = subStr[-wordLen:None]
# print "subStr3: ", subStr
wordList.append(subStr)
segStr = segStr[0: -wordLen]
segStrLen = segStrLen - wordLen
wordList.reverse()
for wordstr in wordList:
print "wordstr: ", wordstr
return wordList
def main():
fp_dict = open('words.dic')
wordDict = {}
for eachWord in fp_dict:
wordDict[u(eachWord.strip(), 'utf-8')] = 1
segStr = ur'你好世界hello world'
print segStr
wordList = bwd_mm_seg(wordDict, 10, segStr)
print "==".join(wordList)
if __name__ == '__main__':
main()
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