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@reterVision
Created January 22, 2014 00:49
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A trie in Python.
"""
Implement Trie in Python.
References:
http://www.geeksforgeeks.org/trie-delete/
"""
def make_trie(*args):
"""
Make a trie by given words.
"""
trie = {}
for word in args:
if type(word) != str:
raise TypeError("Trie only works on str!")
temp_trie = trie
for letter in word:
temp_trie = temp_trie.setdefault(letter, {})
temp_trie = temp_trie.setdefault('_end_', '_end_')
return trie
def in_trie(trie, word):
"""
Detect if word in trie.
"""
if type(word) != str:
raise TypeError("Trie only works on str!")
temp_trie = trie
for letter in word:
if letter not in temp_trie:
return False
temp_trie = temp_trie[letter]
return True
def remove_from_trie(trie, word, depth):
"""
Remove certain word from trie.
"""
if word and word[depth] not in trie:
return False
if len(word) == depth + 1:
del trie[word[depth]]
if not trie: # Node becomes a leaf, indicate its parent to delete it.
return True
return False
else:
temp_trie = trie
# Recursively climb up to delete.
if remove_from_trie(temp_trie[word[depth]], word, depth + 1):
if temp_trie:
del temp_trie[word[depth]]
return not temp_trie
return False
if __name__ == '__main__':
trie = make_trie('hello', 'abc', 'baz', 'bar', 'barz')
print trie
print in_trie(trie, 'hello')
print in_trie(trie, 'bar')
print in_trie(trie, 'bab')
print in_trie(trie, 'zzz')
remove_from_trie(trie, 'abc', 0)
print trie
remove_from_trie(trie, 'hello', 0)
print trie
remove_from_trie(trie, 'bar', 0)
print trie
print in_trie(trie, 1)
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