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@orclev
Created February 29, 2012 04:17
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Copied from vivekn / autocomplete / trie.py
"""
A fast data structure for searching strings with autocomplete support.
Copied this from https://github.com/vivekn/autocomplete/blob/master/trie.py
so I could embed it as a gist
"""
class Trie(object):
def __init__(self, value=None):
self.children = {}
self.value = value
self.flag = False # Flag to represent that a word ends at this node
def add(self, char):
val = self.value + char if self.value else char
self.children[char] = Trie(val)
def insert(self, word):
node = self
for char in word:
if char not in node.children:
node.add(char)
node = node.children[char]
node.flag = True
def find(self, word):
node = self
for char in word:
if char not in node.children:
return None
node = node.children[char]
return node.value
def all_prefixes(self):
results = set()
if self.flag:
results.add(self.value)
if not self.children: return results
return reduce(lambda a, b: a | b, [node.all_prefixes() for node in self.children.values()]) | results
def autocomplete(self, prefix):
node = self
for char in prefix:
if char not in node.children:
return set()
node = node.children[char]
return node.all_prefixes()
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