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01_implement_trie_prefix_tree.py
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class TrieNode:
def __init__(self) -> None:
self.children = {}
self.endOfWord= False
class Trie:
def __init__(self):
self.root = TrieNode()
def insert(self, word: str) -> None:
cur = self.root
for c in word:
if c not in cur.children:
cur.children[c] = TrieNode()
cur = cur.children[c]
cur.endOfWord = True
def search(self, word: str) -> bool:
cur = self.root
for c in word:
if c not in cur.children:
return False
cur = cur.children[c]
return cur.endOfWord
def startsWith(self, prefix: str) -> bool:
cur = self.root
for c in prefix:
if c not in cur.children:
return False
cur = cur.children[c]
return True
if __name__ == "__main__":
obj = Trie()
word1 = 'apple'
obj.insert(word1)
print(obj.search(word1)) # True
word2 = 'app'
print(obj.search(word2)) # False because the word "app" is not present in the Trie object
prefix = 'app'
print(obj.startsWith(prefix)) # True because the previously inserted string `word` has the prefix `prefix`
obj.insert(word2)
print(obj.search(word2)) # True because the word "app" has been inserted in the Trie object