Trait与泛型高级用法

G_dou_2025-10-31 19:52

Rust Trait 与泛型高级用法

概述

Trait 是 Rust 中定义共享行为的机制，类似于其他语言的接口。泛型允许编写灵活且可重用的代码。结合使用它们可以创建强大的抽象。

Trait 基础

Trait 定义了类型必须实现的方法集合。

基础示例

rust 复制代码 
trait Summary {
    fn summarize(&self) -> String;
    
    // 默认实现
    fn preview(&self) -> String {
        format!("(预览: {}...)", &self.summarize()[..20.min(self.summarize().len())])
    }
}

struct Article {
    title: String,
    content: String,
    author: String,
}

impl Summary for Article {
    fn summarize(&self) -> String {
        format!("{} by {}", self.title, self.author)
    }
}

复杂案例：实现一个通用的数据处理框架

rust 复制代码 
use std::fmt::Debug;
use std::collections::HashMap;

// 定义数据处理器 trait
trait DataProcessor {
    type Input;
    type Output;
    type Error;
    
    fn process(&mut self, input: Self::Input) -> Result<Self::Output, Self::Error>;
    fn name(&self) -> &str;
    
    fn can_process(&self, _input: &Self::Input) -> bool {
        true
    }
}

// 定义可链接的处理器
trait ChainableProcessor: DataProcessor {
    fn chain<P>(self, next: P) -> ProcessorChain<Self, P>
    where
        Self: Sized,
        P: DataProcessor<Input = Self::Output>,
    {
        ProcessorChain::new(self, next)
    }
}

impl<T: DataProcessor> ChainableProcessor for T {}

// 处理器链
struct ProcessorChain<P1, P2> {
    first: P1,
    second: P2,
}

impl<P1, P2> ProcessorChain<P1, P2> {
    fn new(first: P1, second: P2) -> Self {
        ProcessorChain { first, second }
    }
}

impl<P1, P2> DataProcessor for ProcessorChain<P1, P2>
where
    P1: DataProcessor,
    P2: DataProcessor<Input = P1::Output>,
    P1::Error: From<P2::Error>,
{
    type Input = P1::Input;
    type Output = P2::Output;
    type Error = P1::Error;
    
    fn process(&mut self, input: Self::Input) -> Result<Self::Output, Self::Error> {
        let intermediate = self.first.process(input)?;
        self.second.process(intermediate)
            .map_err(|e| e.into())
    }
    
    fn name(&self) -> &str {
        "ProcessorChain"
    }
}

// 文本转大写处理器
struct UppercaseProcessor;

impl DataProcessor for UppercaseProcessor {
    type Input = String;
    type Output = String;
    type Error = String;
    
    fn process(&mut self, input: Self::Input) -> Result<Self::Output, Self::Error> {
        Ok(input.to_uppercase())
    }
    
    fn name(&self) -> &str {
        "UppercaseProcessor"
    }
}

// 文本分词处理器
struct TokenizeProcessor;

impl DataProcessor for TokenizeProcessor {
    type Input = String;
    type Output = Vec<String>;
    type Error = String;
    
    fn process(&mut self, input: Self::Input) -> Result<Self::Output, Self::Error> {
        Ok(input.split_whitespace()
            .map(|s| s.to_string())
            .collect())
    }
    
    fn name(&self) -> &str {
        "TokenizeProcessor"
    }
}

// 词频统计处理器
struct WordCountProcessor;

impl DataProcessor for WordCountProcessor {
    type Input = Vec<String>;
    type Output = HashMap<String, usize>;
    type Error = String;
    
    fn process(&mut self, input: Self::Input) -> Result<Self::Output, Self::Error> {
        let mut counts = HashMap::new();
        for word in input {
            *counts.entry(word).or_insert(0) += 1;
        }
        Ok(counts)
    }
    
    fn name(&self) -> &str {
        "WordCountProcessor"
    }
}

// 过滤处理器
struct FilterProcessor<T, F>
where
    F: Fn(&T) -> bool,
{
    predicate: F,
    _phantom: std::marker::PhantomData<T>,
}

impl<T, F> FilterProcessor<T, F>
where
    F: Fn(&T) -> bool,
{
    fn new(predicate: F) -> Self {
        FilterProcessor {
            predicate,
            _phantom: std::marker::PhantomData,
        }
    }
}

impl<T, F> DataProcessor for FilterProcessor<T, F>
where
    T: Clone,
    F: Fn(&T) -> bool,
{
    type Input = Vec<T>;
    type Output = Vec<T>;
    type Error = String;
    
    fn process(&mut self, input: Self::Input) -> Result<Self::Output, Self::Error> {
        Ok(input.into_iter()
            .filter(|item| (self.predicate)(item))
            .collect())
    }
    
    fn name(&self) -> &str {
        "FilterProcessor"
    }
}

// 映射处理器
struct MapProcessor<I, O, F>
where
    F: Fn(I) -> O,
{
    mapper: F,
    _phantom: std::marker::PhantomData<(I, O)>,
}

impl<I, O, F> MapProcessor<I, O, F>
where
    F: Fn(I) -> O,
{
    fn new(mapper: F) -> Self {
        MapProcessor {
            mapper,
            _phantom: std::marker::PhantomData,
        }
    }
}

impl<I, O, F> DataProcessor for MapProcessor<I, O, F>
where
    F: Fn(I) -> O,
{
    type Input = Vec<I>;
    type Output = Vec<O>;
    type Error = String;
    
    fn process(&mut self, input: Self::Input) -> Result<Self::Output, Self::Error> {
        Ok(input.into_iter()
            .map(|item| (self.mapper)(item))
            .collect())
    }
    
    fn name(&self) -> &str {
        "MapProcessor"
    }
}

// 演示处理器使用
fn demonstrate_processors() {
    let text = "Rust is amazing Rust is powerful Rust is safe".to_string();
    
    // 单个处理器
    let mut uppercase = UppercaseProcessor;
    let result = uppercase.process(text.clone()).unwrap();
    println!("大写: {}", result);
    
    // 链式处理器
    let mut tokenizer = TokenizeProcessor;
    let words = tokenizer.process(text.clone()).unwrap();
    println!("分词: {:?}", words);
    
    let mut counter = WordCountProcessor;
    let counts = counter.process(words).unwrap();
    println!("词频: {:?}", counts);
}

// 泛型函数示例
fn find_max<T: PartialOrd>(list: &[T]) -> Option<&T> {
    if list.is_empty() {
        return None;
    }
    
    let mut max = &list[0];
    for item in &list[1..] {
        if item > max {
            max = item;
        }
    }
    Some(max)
}

// 多 trait 约束
fn print_and_compare<T>(a: &T, b: &T)
where
    T: Debug + PartialOrd,
{
    println!("比较 {:?} 和 {:?}", a, b);
    if a > b {
        println!("{:?} 更大", a);
    } else if a < b {
        println!("{:?} 更大", b);
    } else {
        println!("相等");
    }
}

// 关联类型示例
trait Container {
    type Item;
    
    fn add(&mut self, item: Self::Item);
    fn get(&self, index: usize) -> Option<&Self::Item>;
    fn len(&self) -> usize;
}

struct VecContainer<T> {
    items: Vec<T>,
}

impl<T> VecContainer<T> {
    fn new() -> Self {
        VecContainer { items: Vec::new() }
    }
}

impl<T> Container for VecContainer<T> {
    type Item = T;
    
    fn add(&mut self, item: Self::Item) {
        self.items.push(item);
    }
    
    fn get(&self, index: usize) -> Option<&Self::Item> {
        self.items.get(index)
    }
    
    fn len(&self) -> usize {
        self.items.len()
    }
}

// 实现一个泛型缓存
use std::collections::hash_map::DefaultHasher;
use std::hash::{Hash, Hasher};

struct Cache<K, V>
where
    K: Hash + Eq + Clone,
    V: Clone,
{
    storage: HashMap<u64, (K, V)>,
    max_size: usize,
}

impl<K, V> Cache<K, V>
where
    K: Hash + Eq + Clone,
    V: Clone,
{
    fn new(max_size: usize) -> Self {
        Cache {
            storage: HashMap::new(),
            max_size,
        }
    }
    
    fn hash_key(&self, key: &K) -> u64 {
        let mut hasher = DefaultHasher::new();
        key.hash(&mut hasher);
        hasher.finish()
    }
    
    fn insert(&mut self, key: K, value: V) {
        if self.storage.len() >= self.max_size {
            // 简单策略：移除第一个元素
            if let Some(&first_key) = self.storage.keys().next() {
                self.storage.remove(&first_key);
            }
        }
        
        let hash = self.hash_key(&key);
        self.storage.insert(hash, (key, value));
    }
    
    fn get(&self, key: &K) -> Option<V> {
        let hash = self.hash_key(key);
        self.storage.get(&hash).map(|(_, v)| v.clone())
    }
}

// Trait 对象示例
trait Drawable {
    fn draw(&self);
    fn area(&self) -> f64;
}

struct Circle {
    radius: f64,
}

impl Drawable for Circle {
    fn draw(&self) {
        println!("绘制圆形，半径: {}", self.radius);
    }
    
    fn area(&self) -> f64 {
        std::f64::consts::PI * self.radius * self.radius
    }
}

struct Rectangle {
    width: f64,
    height: f64,
}

impl Drawable for Rectangle {
    fn draw(&self) {
        println!("绘制矩形，宽: {}, 高: {}", self.width, self.height);
    }
    
    fn area(&self) -> f64 {
        self.width * self.height
    }
}

fn draw_all(shapes: &[Box<dyn Drawable>]) {
    for shape in shapes {
        shape.draw();
        println!("  面积: {:.2}", shape.area());
    }
}

// 泛型结构体和方法
struct Point<T> {
    x: T,
    y: T,
}

impl<T> Point<T> {
    fn new(x: T, y: T) -> Self {
        Point { x, y }
    }
}

impl<T: std::ops::Add<Output = T> + Copy> Point<T> {
    fn add(&self, other: &Point<T>) -> Point<T> {
        Point {
            x: self.x + other.x,
            y: self.y + other.y,
        }
    }
}

impl Point<f64> {
    fn distance_from_origin(&self) -> f64 {
        (self.x * self.x + self.y * self.y).sqrt()
    }
}

// trait 继承
trait Named {
    fn name(&self) -> &str;
}

trait Identifiable: Named {
    fn id(&self) -> u64;
    
    fn full_identifier(&self) -> String {
        format!("{}:{}", self.id(), self.name())
    }
}

struct User {
    id: u64,
    username: String,
}

impl Named for User {
    fn name(&self) -> &str {
        &self.username
    }
}

impl Identifiable for User {
    fn id(&self) -> u64 {
        self.id
    }
}

fn demonstrate_advanced_features() {
    // 泛型函数
    let numbers = vec![1, 5, 3, 9, 2];
    if let Some(max) = find_max(&numbers) {
        println!("最大值: {}", max);
    }
    
    // trait 约束
    print_and_compare(&10, &20);
    print_and_compare(&"hello", &"world");
    
    // 容器
    let mut container = VecContainer::new();
    container.add("Rust");
    container.add("is");
    container.add("awesome");
    println!("容器大小: {}", container.len());
    
    // 缓存
    let mut cache = Cache::new(3);
    cache.insert("key1", "value1");
    cache.insert("key2", "value2");
    if let Some(value) = cache.get(&"key1") {
        println!("缓存值: {}", value);
    }
    
    // trait 对象
    let shapes: Vec<Box<dyn Drawable>> = vec![
        Box::new(Circle { radius: 5.0 }),
        Box::new(Rectangle { width: 4.0, height: 6.0 }),
    ];
    draw_all(&shapes);
    
    // 泛型点
    let p1 = Point::new(3, 4);
    let p2 = Point::new(1, 2);
    let p3 = p1.add(&p2);
    println!("点相加: ({}, {})", p3.x, p3.y);
    
    let pf = Point::new(3.0, 4.0);
    println!("距离原点: {:.2}", pf.distance_from_origin());
    
    // trait 继承
    let user = User {
        id: 1001,
        username: "rustacean".to_string(),
    };
    println!("用户标识: {}", user.full_identifier());
}

fn main() {
    demonstrate_processors();
    println!("\n---\n");
    demonstrate_advanced_features();
}

Trait 对象与泛型的选择

  • 泛型: 编译时单态化，性能更好，但会增加代码大小
  • Trait 对象: 运行时动态分发，代码大小小，但有轻微性能开销

总结

Trait 和泛型是 Rust 类型系统的核心特性。它们提供了强大的抽象能力，同时保持了类型安全和高性能。

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