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September 10, 2018 10:59
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ngrams and their counts with 'bisect' python2
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import bisect | |
class WordList( object ): | |
"""Leaf-level is list of words and counts.""" | |
def __init__( self ): | |
self.words= [ ('\xff-None-',0) ] | |
def count( self, wordTuple ): | |
assert len(wordTuple)==1 | |
word= wordTuple[0] | |
loc= bisect.bisect_left( self.words, word ) | |
if self.words[loc][0] != word: | |
self.words.insert( loc, (word,0) ) | |
self.words[loc]= ( word, self.words[loc][1]+1 ) | |
def getWords( self ): | |
return self.words[:-1] | |
class WordTree( object ): | |
"""Above non-leaf nodes are words and either trees or lists.""" | |
def __init__( self ): | |
self.words= [ ('\xff-None-',None) ] | |
def count( self, wordTuple ): | |
head, tail = wordTuple[0], wordTuple[1:] | |
loc= bisect.bisect_left( self.words, head ) | |
if self.words[loc][0] != head: | |
if len(tail) == 1: | |
newList= WordList() | |
else: | |
newList= WordTree() | |
self.words.insert( loc, (head,newList) ) | |
self.words[loc][1].count( tail ) | |
def getWords( self ): | |
return self.words[:-1] | |
t = WordTree() | |
for a in ( ('the','quick','brown'), ('the','quick','fox'),('hilary','clinton','obama') ): | |
t.count(a) | |
for w1,wt1 in t.getWords(): | |
print w1 | |
for w2,wt2 in wt1.getWords(): | |
print w2 | |
for w3 in wt2.getWords(): | |
print w3 |
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