Skip to content
Merged
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
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()