实现一个 Trie (前缀树),包含 insert
, search
, 和 startsWith
这三个操作。
示例:
Trie trie = new Trie();
trie.insert("apple");
trie.search("apple"); // 返回 true
trie.search("app"); // 返回 false
trie.startsWith("app"); // 返回 true
trie.insert("app");
trie.search("app"); // 返回 true
说明:
你可以假设所有的输入都是由小写字母 a-z 构成的。
保证所有输入均为非空字符串。
代码
class TrieNode(object):
def __init__(self):
self.children = defaultdict(TrieNode)
self.isEnd = False
class Trie(object):
def __init__(self):
"""
Initialize your data structure here.
"""
self.root = TrieNode()
def insert(self, word):
"""
Inserts a word into the trie.
:type word: str
:rtype: None
"""
node = self.root
for c in word:
node = node.children[c]
node.isEnd = True
def search(self, word):
"""
Returns if the word is in the trie.
:type word: str
:rtype: bool
"""
node = self.root
for c in word:
if c not in node.children:
return False
else:
node = node.children[c]
return node.isEnd
def startsWith(self, prefix):
"""
Returns if there is any word in the trie that starts with the given prefix.
:type prefix: str
:rtype: bool
"""
node = self.root
for c in prefix:
if c not in node.children:
return False
else:
node = node.children[c]
return True
# Your Trie object will be instantiated and called as such:
# obj = Trie()
# obj.insert(word)
# param_2 = obj.search(word)
# param_3 = obj.startsWith(prefix)