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//! Implement Trie (Prefix Tree) [leetcode: implement_trie_prefix_tree](https://leetcode.com/problems/implement-trie-prefix-tree/) //! //! Implement a trie with `insert`, `search`, and `startsWith` methods. //! //! **Example:** //! //! ``` //! Trie trie = new Trie(); //! //! trie.insert("apple"); //! trie.search("apple"); // returns true //! trie.search("app"); // returns false //! trie.startsWith("app"); // returns true //! trie.insert("app"); //! trie.search("app"); // returns true //! ``` //! //! **Note:** //! //! You may assume that all inputs are consist of lowercase letters `a-z`. //! All inputs are guaranteed to be non-empty strings. /// # Solutions /// /// # Approach 1: Iterative /// /// * Time complexity: O(n) /// /// * Space complexity: O(1) /// /// ```rust /// #[derive(Default)] /// struct Trie { /// is_end: bool, /// nodes: [Option<Box<Trie>>; 26], /// } /// /// /// /** /// * `&self` means the method takes an immutable reference. /// * If you need a mutable reference, change it to `&mut self` instead. /// */ /// impl Trie { /// /// /** Initialize your data structure here. */ /// fn new() -> Self { /// Default::default() /// } /// /// /** Inserts a word into the trie. */ /// fn insert(&mut self, word: String) { /// let mut curr = self; /// for i in word.chars().map(|char| (char as u8 - 'a' as u8) as usize) { /// curr = curr.nodes[i].get_or_insert_with(|| Box::new(Trie::new())); /// } /// curr.is_end = true; /// } /// /// /** Returns if the word is in the trie. */ /// fn search(&self, word: String) -> bool { /// let mut curr = self; /// for i in word.chars().map(|char| (char as u8 - 'a' as u8) as usize) { /// match curr.nodes[i].as_ref() { /// Some(node) => { curr = node; }, /// None => { return false; }, /// } /// } /// curr.is_end /// } /// /// /** Returns if there is any word in the trie that starts with the given prefix. */ /// fn starts_with(&self, prefix: String) -> bool { /// let mut curr = self; /// for i in prefix.chars().map(|char| (char as u8 - 'a' as u8) as usize) { /// match curr.nodes[i].as_ref() { /// Some(node) => { curr = node; }, /// None => { return false; }, /// } /// } /// true /// } /// } /// /// /** /// * Your Trie object will be instantiated and called as such: /// * let obj = Trie::new(); /// * obj.insert(word); /// * let ret_2: bool = obj.search(word); /// * let ret_3: bool = obj.starts_with(prefix); /// */ /// ``` /// /// # Approach 2: Iterative /// /// * Time complexity: O(n) /// /// * Space complexity: O(1) /// /// ```rust /// #[derive(Default)] /// struct Trie { /// is_end: bool, /// nodes: [Option<Box<Trie>>; 26], /// } /// /// /// /** /// * `&self` means the method takes an immutable reference. /// * If you need a mutable reference, change it to `&mut self` instead. /// */ /// impl Trie { /// /// /** Initialize your data structure here. */ /// fn new() -> Self { /// Default::default() /// } /// /// /// /** Returns if the word is in the trie. */ /// fn search(&self, word: String) -> bool { /// self.find(word).map_or(false, |t| t.is_end) /// } /// /// /** Returns if there is any word in the trie that starts with the given prefix. */ /// fn starts_with(&self, prefix: String) -> bool { /// self.find(prefix).is_some() /// } /// /// fn find(&self, word: String) -> Option<&Trie> { /// let mut curr = self; /// for i in word.chars().map(|ch| (ch as u8 - 'a' as u8) as usize) { /// curr = curr.nodes[i].as_ref()?; /// } /// Some(curr) /// } /// /// } /// /// /** /// * Your Trie object will be instantiated and called as such: /// * let obj = Trie::new(); /// * obj.insert(word); /// * let ret_2: bool = obj.search(word); /// * let ret_3: bool = obj.starts_with(prefix); /// */ /// ``` #[derive(Default)] pub struct Trie { }