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。
思路:
用dict模拟字典树即可。
class Trie(object):
def __init__(self):
"""
Initialize your data structure here.
"""
self.root = {}
def insert(self, word):
"""
Inserts a word into the trie.
:type word: str
:rtype: None
"""
node = self.root
for char in word:
node = node.setdefault(char, {})
node["end"] = True
def search(self, word):
"""
Returns if the word is in the trie.
:type word: str
:rtype: bool
"""
node = self.root
for char in word:
if char not in node:
return False
node = node[char]
return "end" in node
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 char in prefix:
if char not in node:
return False
node = node[char]
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)