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Oct 20, 2019
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64 changes: 64 additions & 0 deletions other/autocomplete_using_trie.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,64 @@
END = "#"


class Trie:
def __init__(self):
self._trie = {}

def insert_word(self, text):
trie = self._trie
for char in text:
if char not in trie:
trie[char] = {}
trie = trie[char]
trie[END] = True

def find_word(self, prefix):
trie = self._trie
for char in prefix:
if char in trie:
trie = trie[char]
else:
return []
return self._elements(trie)

def _elements(self, d):
result = []
for c, v in d.items():
if c == END:
subresult = [" "]
else:
subresult = [c + s for s in self._elements(v)]
result.extend(subresult)
return tuple(result)


trie = Trie()
words = ("depart", "detergent", "daring", "dog", "deer", "deal")
for word in words:
trie.insert_word(word)


def autocomplete_using_trie(s):
"""
>>> trie = Trie()
>>> for word in words:
... trie.insert_word(word)
...
>>> matches = autocomplete_using_trie("de")

"detergent " in matches
True
"dog " in matches
False
"""
suffixes = trie.find_word(s)
return tuple(s + w for w in suffixes)


def main():
print(autocomplete_using_trie("de"))


if __name__ == "__main__":
main()