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autocomplete.py
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87 lines (72 loc) · 1.96 KB
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class Node:
def __init__(self):
self.nodeName = None
self.childNodes = {}
self.wordEnd = False
def printNode(self):
print "NodeName - " + self.nodeName
for val in self.childNodes.values():
self.printChildNode(val)
def printChildNode(self, node):
print "ChildNodeName - " + node.nodeName
class Trie:
def __init__(self):
self.nodes = {}
def hasNode(self, chars):
return chars in self.nodes
def addNode(self, chars, prevChar):
newNode = Node()
newNode.nodeName = chars
try:
self.nodes[prevChar].childNodes[chars] = newNode
except:
pass
self.nodes[chars] = newNode
def makeFinal(self, chars):
self.nodes[chars].wordEnd = True
def getWords(self, word):
wordList = set()
try:
node = self.nodes[word]
if node.wordEnd:
wordList.add(node.nodeName)
except:
return set()
wordList.update(self.getWordList(node))
return wordList
def getWordList(self, node):
results = set()
for childNode in node.childNodes.values():
if childNode.wordEnd:
results.add(childNode.nodeName)
results.update(self.getWordList(childNode))
return results
def printTrie(self):
for key, val in self.nodes.items():
val.printNode()
class AutoComplete:
def __init__(self):
self.trie = Trie()
def insertWord(self, word):
prevChars = ''
for char in word:
if not self.trie.hasNode(prevChars + char):
self.trie.addNode(prevChars + char, prevChars)
prevChars = prevChars + char
self.trie.makeFinal(prevChars)
def printTrie(self):
self.trie.printTrie()
def completeWord(self, word):
wordList = self.trie.getWords(word)
return sorted(wordList)
if __name__ == '__main__':
ac = AutoComplete()
with open('data.txt','r') as dataFile:
for line in dataFile:
line = line.strip('\n\r')
ac.insertWord(line.lower())
prefix = raw_input("Please type the prefix of a word:\n")
wordList = ac.completeWord(prefix.lower())
print
print "Suggestions:"
print '\n'.join([word.rstrip('\'\"-,.:;!?)(') for word in wordList])