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// MIT License // // Copyright (c) 2018 Alexander Serebryakov // // Permission is hereby granted, free of charge, to any person obtaining a copy // of this software and associated documentation files (the "Software"), to deal // in the Software without restriction, including without limitation the rights // to use, copy, modify, merge, publish, distribute, sublicense, and/or sell // copies of the Software, and to permit persons to whom the Software is // furnished to do so, subject to the following conditions: // // The above copyright notice and this permission notice shall be included in all // copies or substantial portions of the Software. // THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR // IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, // FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE // AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER // LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, // OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE // SOFTWARE. //! # Trie //! //! Trie is the library that implements the [trie](https://en.wikipedia.org/wiki/Trie). //! //! Trie is a generic data structure, written `Trie<T, U>` where `T` is node key type and `U` is a //! value type. //! //! # Motivation //! //! Trie may be faster than other data structures in some cases. //! //! For example, `Trie` may be used as a replacement for `std::HashMap` in case of a dictionary //! where the number of words in dictionary is significantly less than number of different words in //! the input and matching probability is low. //! //! ## Important //! //! Search performance is highly dependent on the data stored in `Trie` and may be //! as significantly faster than `std::HashMap` as significantly slower. //! //! # Usage //! //! ```rust //! use gtrie::Trie; //! //! let mut t = Trie::new(); //! //! t.insert("this".chars(), 1); //! t.insert("trie".chars(), 2); //! t.insert("contains".chars(), 3); //! t.insert("a".chars(), 4); //! t.insert("number".chars(), 5); //! t.insert("of".chars(), 6); //! t.insert("words".chars(), 7); //! //! assert_eq!(t.contains_key("number".chars()), true); //! assert_eq!(t.contains_key("not_existing_key".chars()), false); //! assert_eq!(t.get_value("words".chars()), Some(7)); //! assert_eq!(t.get_value("none".chars()), None); //! ``` mod trie_node; use std::clone::Clone; use std::cmp::{Eq, Ord}; use trie_node::TrieNode; /// Prefix tree object pub struct Trie<T, U> { /// Root of the prefix tree nodes: Vec<TrieNode<T>>, values: Vec<U>, } impl<T: Eq + Ord + Clone, U: Clone> Trie<T, U> { /// Creates a new `Trie` object /// /// # Example /// /// ```rust /// use gtrie::Trie; /// /// let t = Trie::<char, String>::new(); /// ``` pub fn new() -> Trie<T, U> { Trie { nodes: Vec::<TrieNode<T>>::new(), values: Vec::<U>::new(), } } /// Checks that trie is empty /// /// # Example /// /// ```rust /// use gtrie::Trie; /// /// let t = Trie::<char, f64>::new(); /// assert_eq!(t.is_empty(), true); /// ``` pub fn is_empty(&self) -> bool { self.nodes.is_empty() } /// Adds a new key to the trie /// /// # Example /// /// ```rust /// use gtrie::Trie; /// /// let mut t = Trie::new(); /// let data = "test".chars(); /// /// t.insert(data, 42); /// assert_eq!(t.is_empty(), false); /// ``` pub fn insert<V: Iterator<Item = T>>(&mut self, key: V, value: U) { let mut node_id = 0usize; if self.is_empty() { node_id = self.create_new_node(); } for c in key { if let Some(id) = self.nodes[node_id].find(&c) { node_id = id; } else { let new_node_id = self.create_new_node(); self.nodes[node_id].insert(&c, new_node_id); node_id = new_node_id; } } let value_id = match self.nodes[node_id].get_value() { Some(id) => { self.values[id] = value; id } None => { self.values.push(value); self.values.len() - 1 } }; self.nodes[node_id].set_value(value_id); } /// Clears the trie /// /// # Example /// /// ```rust /// use gtrie::Trie; /// /// let mut t = Trie::new(); /// let data = "test".chars(); /// /// t.insert(data, String::from("test")); /// t.clear(); /// assert_eq!(t.is_empty(), true); /// ``` pub fn clear(&mut self) { self.nodes.clear(); self.values.clear(); } /// Looks for the key in trie /// /// # Example /// /// ```rust /// use gtrie::Trie; /// /// let mut t = Trie::new(); /// let data = "test".chars(); /// let another_data = "notintest".chars(); /// /// t.insert(data.clone(), 42); /// /// assert_eq!(t.is_empty(), false); /// assert_eq!(t.contains_key(data), true); /// assert_eq!(t.contains_key(another_data), false); /// ``` pub fn contains_key<V: Iterator<Item = T>>(&self, key: V) -> bool { if self.values.is_empty() && self.nodes.is_empty() { return false; } match self.find_node(key) { Some(node_id) => { if self.nodes[node_id].may_be_leaf() { true } else { false } } None => false, } } /// Gets the value from the tree by key /// /// # Example /// /// ```rust /// use gtrie::Trie; /// /// let mut t = Trie::new(); /// let data = "test".chars(); /// let another_data = "notintest".chars(); /// /// t.insert(data.clone(), 42); /// /// assert_eq!(t.get_value(data), Some(42)); /// assert_eq!(t.get_value(another_data), None); /// ``` pub fn get_value<V: Iterator<Item = T>>(&self, key: V) -> Option<U> { match self.find_node(key) { // TODO: Properly handle the probable panic Some(node_id) => Some(self.values[self.nodes[node_id].get_value().unwrap()].clone()), None => None, } } /// Sets the value pointed by a key /// /// # Example /// /// ```rust /// use gtrie::Trie; /// /// let mut t = Trie::new(); /// let data = "test".chars(); /// let another_data = "notintest".chars(); /// /// t.insert(data.clone(), 42); /// /// assert_eq!(t.get_value(data.clone()), Some(42)); /// assert_eq!(t.set_value(data.clone(), 43), Ok(())); /// assert_eq!(t.get_value(data), Some(43)); /// assert_eq!(t.set_value(another_data, 39), Err(())); /// ``` pub fn set_value<V: Iterator<Item = T>>(&mut self, key: V, value: U) -> Result<(), ()> { match self.find_node(key) { Some(node_id) => { let value_id = self.nodes[node_id].get_value().unwrap(); self.values[value_id] = value; Ok(()) } None => Err(()), } } /// Finds the node in the trie by the key /// /// Internal API fn find_node<V: Iterator<Item = T>>(&self, key: V) -> Option<usize> { if self.nodes.is_empty() { return None; } let mut node_id = 0usize; for c in key { match self.nodes[node_id].find(&c) { Some(child_id) => node_id = child_id, None => return None, } } Some(node_id) } /// Creates a new node and returns the node id /// /// Internal API fn create_new_node(&mut self) -> usize { self.nodes.push(TrieNode::new(None)); self.nodes.len() - 1 } }