algorithms_fourth 0.1.10

用rust实现算法4书中的算法,作为rust的学习实践
Documentation
//! 单词树
//! # exception
//!  仅对1字节的字符有效
//! # 使用
//! ```
//!     use algorithms_fourth::search::trie::TrieTS;
//!         let mut st: TrieTS<Option<Option<usize>>> = TrieTS::default();
//!         st.put("by", None);
//!         st.put("sea", None);
//!         st.put("sells", None);
//!         st.put("she", None);
//!         st.put("shells", None);
//!         st.put("shore", None);
//!         st.put("the", None);
//!         println!("{:?}", st.keys());
//!         assert!(st.keys_with_prefix("b").contains(&"by".to_string()));
//!         let keys = st.keys_with_prefix("s");
//!         assert!(keys.contains(&"sea".to_string()));
//!         assert!(keys.contains(&"she".to_string()));
//!         assert!(keys.len() == 5);
//!         let keys = st.keys_with_prefix("shells");
//!         assert!(keys.contains(&"shells".to_string()));
//!         assert!(st.get("the").unwrap().val.is_some());
//!         assert!(st.get("b").unwrap().val.is_none());
//!         assert_eq!(st.keys_that_match("by").len(), 1);
//!         assert_eq!(st.keys_that_match("b.").len(), 1);
//!         assert_eq!(st.keys_that_match("s..").len(), 2);
//!         assert_eq!(st.keys_that_match("s....").len(), 2);
//!         assert_eq!(st.longest_prefix_of("shellsaaa"), "shells".to_string());
//!         assert_eq!(st.longest_prefix_of("by"), "by".to_string());
//!         assert_eq!(st.longest_prefix_of("b"), "".to_string());
//!         st.delete("shells");
//!         assert!(st.keys_that_match("shells").is_empty());
//!         assert!(!st.keys().is_empty());
//!         let mut len = st.keys().len();
//!         for key in st.keys() {
//!             st.delete(&key);
//!             len -= 1;
//!             assert_eq!(st.keys().len(), len);
//!         }
//!         assert!(st.keys().is_empty());
//! ```
const R: usize = 256;
const DOT: usize = '.' as usize;
type Link<T> = Option<Box<Node<T>>>;
pub struct Node<T> {
    pub val: Option<T>,
    next: Vec<Link<T>>,
}
impl<T> Node<T> {
    pub fn new() -> Link<T> {
        let mut next = Vec::with_capacity(R);
        for _ in 0..R {
            next.push(None);
        }
        Some(Box::new(Node { val: None, next }))
    }
}
#[derive(Default)]
pub struct TrieTS<T> {
    root: Link<T>,
}
impl<T> TrieTS<T> {
    pub fn get<'a>(&'a self, key: &str) -> Option<&'a Node<T>> {
        Self::get_in(&self.root, key, 0)
    }

    fn get_in<'a>(root: &'a Link<T>, key: &str, d: usize) -> Option<&'a Node<T>> {
        root.as_deref().and_then(|root| {
            if d == key.len() {
                Some(root)
            } else {
                Self::get_in(&root.next[Self::char_at(key, d)], key, d + 1)
            }
        })
    }
    fn char_at(s: &str, d: usize) -> usize {
        s.as_bytes()[d] as usize
    }
    pub fn put(&mut self, key: &str, val: T) {
        self.root = Self::put_in(self.root.take(), key, val, 0)
    }
    pub fn put_in(root: Link<T>, key: &str, val: T, d: usize) -> Link<T> {
        let mut ans = if root.is_none() { Node::new() } else { root };
        if d == key.len() {
            ans.as_deref_mut().unwrap().val = Some(val);
        } else {
            let p = Self::char_at(key, d);
            let node = &mut ans.as_deref_mut().unwrap().next[p];
            let next = node.take();
            *node = Self::put_in(next, key, val, d + 1)
        };
        ans
    }
    pub fn keys(&self) -> Vec<String> {
        self.keys_with_prefix("")
    }

    pub fn keys_with_prefix(&self, prefix: &str) -> Vec<String> {
        let mut q = vec![];
        Self::collect(
            Self::get_in(&self.root, prefix, 0),
            prefix.to_string(),
            &mut q,
        );
        q
    }
    pub fn keys_that_match(&self, pat: &str) -> Vec<String> {
        let mut q = vec![];
        Self::collect_by_match(self.root.as_deref(), "".to_string(), pat, &mut q);
        q
    }

    fn collect_by_match(root: Option<&Node<T>>, prefix: String, pat: &str, q: &mut Vec<String>) {
        if let Some(root) = root {
            let d = prefix.len();
            if d == pat.len() {
                if root.val.is_some() {
                    q.push(prefix);
                }
                return;
            }
            let next_char = Self::char_at(pat, d);
            for (i, next) in root
                .next
                .iter()
                .enumerate()
                .filter(|(i, _next)| DOT == next_char || *i == next_char)
            {
                // println!("{}:{}",i, char::from(i as u8));
                Self::collect_by_match(
                    next.as_deref(),
                    format!("{}{}", prefix, char::from(i as u8)),
                    pat,
                    q,
                )
            }
        }
    }
    fn collect(root: Option<&Node<T>>, prefix: String, q: &mut Vec<String>) {
        if let Some(root) = root {
            if root.val.is_some() {
                q.push(prefix.to_string());
            }
            for (i, next) in root.next.iter().enumerate() {
                Self::collect(
                    next.as_deref(),
                    format!("{}{}", prefix, char::from(i as u8)),
                    q,
                )
            }
        }
    }
    pub fn longest_prefix_of(&self, s: &str) -> String {
        let len = Self::search(self.root.as_deref(), s, 0, 0);
        s[0..len].to_string()
    }

    fn search(root: Option<&Node<T>>, s: &str, d: usize, len: usize) -> usize {
        root.map(|node| {
            let mut len = len;
            if node.val.is_some() {
                len = d;
            }
            if d == s.len() {
                len
            } else {
                let c = Self::char_at(s, d);
                Self::search(node.next[c].as_deref(), s, d + 1, len)
            }
        })
        .unwrap_or(len)
    }
    pub fn delete(&mut self, key: &str) {
        self.root = Self::delete_in(self.root.take(), key, 0);
    }
    /// 如果root有next为非空,不能删,
    /// 否则,说明root当前为无用的leaf,可以删除
    fn delete_in(root: Link<T>, key: &str, d: usize) -> Link<T> {
        root.and_then(|mut root| {
            if d == key.len() {
                root.val.take();
            } else {
                let c = Self::char_at(key, d);
                let next = root.next[c].take();
                root.next[c] = Self::delete_in(next, key, d + 1);
            }
            if root.val.is_some() {
                Some(root)
            } else {
                let has_child = root.next.iter().any(|f| f.is_some());
                if has_child {
                    Some(root)
                } else {
                    None
                }
            }
        })
    }
}
#[cfg(test)]
mod test {

    use super::TrieTS;

    #[test]
    fn test() {
        let mut st: TrieTS<Option<Option<usize>>> = TrieTS::default();
        st.put("by", None);
        st.put("sea", None);
        st.put("sells", None);
        st.put("she", None);
        st.put("shells", None);
        st.put("shore", None);
        st.put("the", None);
        println!("{:?}", st.keys());
        assert!(st.keys_with_prefix("b").contains(&"by".to_string()));
        let keys = st.keys_with_prefix("s");
        assert!(keys.contains(&"sea".to_string()));
        assert!(keys.contains(&"she".to_string()));
        assert!(keys.len() == 5);
        let keys = st.keys_with_prefix("shells");
        assert!(keys.contains(&"shells".to_string()));
        assert!(st.get("the").unwrap().val.is_some());
        assert!(st.get("b").unwrap().val.is_none());
        assert_eq!(st.keys_that_match("by").len(), 1);
        assert_eq!(st.keys_that_match("b.").len(), 1);
        assert_eq!(st.keys_that_match("s..").len(), 2);
        assert_eq!(st.keys_that_match("s....").len(), 2);
        assert_eq!(st.longest_prefix_of("shellsaaa"), "shells".to_string());
        assert_eq!(st.longest_prefix_of("by"), "by".to_string());
        assert_eq!(st.longest_prefix_of("b"), "".to_string());
        st.delete("shells");
        assert!(st.keys_that_match("shells").is_empty());
        assert!(!st.keys().is_empty());
        let mut len = st.keys().len();
        for key in st.keys() {
            st.delete(&key);
            len -= 1;
            assert_eq!(st.keys().len(), len);
        }
        assert!(st.keys().is_empty());
    }
}