Java并发工具类详解

2024/1/15

# Java并发工具类详解

点击勘误issues (opens new window),哪吒感谢大家的阅读

# 1. 概述

Java并发包(java.util.concurrent)提供了丰富的并发工具类,这些工具类可以帮助开发者更容易地编写高效、安全的多线程程序。

# 2. 原子类(Atomic Classes)

# 2.1 AtomicInteger

import java.util.concurrent.atomic.AtomicInteger;

public class AtomicIntegerDemo {
    private AtomicInteger count = new AtomicInteger(0);
    
    public void increment() {
        count.incrementAndGet(); // 原子性的自增操作
    }
    
    public void decrement() {
        count.decrementAndGet(); // 原子性的自减操作
    }
    
    public int get() {
        return count.get();
    }
    
    public boolean compareAndSet(int expect, int update) {
        return count.compareAndSet(expect, update);
    }
    
    public static void main(String[] args) throws InterruptedException {
        AtomicIntegerDemo demo = new AtomicIntegerDemo();
        
        // 创建多个线程进行并发操作
        Thread[] threads = new Thread[10];
        for (int i = 0; i < 10; i++) {
            threads[i] = new Thread(() -> {
                for (int j = 0; j < 1000; j++) {
                    demo.increment();
                }
            });
        }
        
        for (Thread thread : threads) {
            thread.start();
        }
        
        for (Thread thread : threads) {
            thread.join();
        }
        
        System.out.println("最终计数: " + demo.get()); // 10000
    }
}

# 2.2 AtomicReference

import java.util.concurrent.atomic.AtomicReference;

public class AtomicReferenceDemo {
    private static class Node {
        String data;
        Node next;
        
        Node(String data) {
            this.data = data;
        }
        
        @Override
        public String toString() {
            return data;
        }
    }
    
    private AtomicReference<Node> head = new AtomicReference<>();
    
    public void addFirst(String data) {
        Node newNode = new Node(data);
        Node currentHead;
        
        do {
            currentHead = head.get();
            newNode.next = currentHead;
        } while (!head.compareAndSet(currentHead, newNode));
    }
    
    public Node removeFirst() {
        Node currentHead;
        Node newHead;
        
        do {
            currentHead = head.get();
            if (currentHead == null) {
                return null;
            }
            newHead = currentHead.next;
        } while (!head.compareAndSet(currentHead, newHead));
        
        return currentHead;
    }
    
    public static void main(String[] args) {
        AtomicReferenceDemo stack = new AtomicReferenceDemo();
        
        // 并发添加元素
        for (int i = 0; i < 5; i++) {
            final int value = i;
            new Thread(() -> {
                stack.addFirst("Item-" + value);
                System.out.println("添加: Item-" + value);
            }).start();
        }
        
        // 等待一段时间后移除元素
        try {
            Thread.sleep(1000);
        } catch (InterruptedException e) {
            e.printStackTrace();
        }
        
        for (int i = 0; i < 5; i++) {
            new Thread(() -> {
                Node removed = stack.removeFirst();
                if (removed != null) {
                    System.out.println("移除: " + removed);
                }
            }).start();
        }
    }
}

# 2.3 AtomicStampedReference

import java.util.concurrent.atomic.AtomicStampedReference;

public class AtomicStampedReferenceDemo {
    private AtomicStampedReference<Integer> atomicStampedRef = 
        new AtomicStampedReference<>(100, 0);
    
    public void demonstrateABA() {
        Thread thread1 = new Thread(() -> {
            int stamp = atomicStampedRef.getStamp();
            System.out.println("Thread1 初始stamp: " + stamp);
            
            try {
                Thread.sleep(1000);
            } catch (InterruptedException e) {
                e.printStackTrace();
            }
            
            // 尝试CAS操作
            boolean success = atomicStampedRef.compareAndSet(100, 101, stamp, stamp + 1);
            System.out.println("Thread1 CAS结果: " + success);
        });
        
        Thread thread2 = new Thread(() -> {
            int stamp = atomicStampedRef.getStamp();
            System.out.println("Thread2 初始stamp: " + stamp);
            
            // 修改值
            atomicStampedRef.compareAndSet(100, 101, stamp, stamp + 1);
            System.out.println("Thread2 第一次修改: 100 -> 101");
            
            // 再次修改回原值
            stamp = atomicStampedRef.getStamp();
            atomicStampedRef.compareAndSet(101, 100, stamp, stamp + 1);
            System.out.println("Thread2 第二次修改: 101 -> 100");
        });
        
        thread1.start();
        thread2.start();
        
        try {
            thread1.join();
            thread2.join();
        } catch (InterruptedException e) {
            e.printStackTrace();
        }
        
        System.out.println("最终值: " + atomicStampedRef.getReference());
        System.out.println("最终stamp: " + atomicStampedRef.getStamp());
    }
    
    public static void main(String[] args) {
        new AtomicStampedReferenceDemo().demonstrateABA();
    }
}

# 3. 同步工具类

# 3.1 CountDownLatch

import java.util.concurrent.CountDownLatch;
import java.util.concurrent.TimeUnit;

public class CountDownLatchDemo {
    
    public static void raceExample() {
        final int runnerCount = 5;
        CountDownLatch startSignal = new CountDownLatch(1);
        CountDownLatch doneSignal = new CountDownLatch(runnerCount);
        
        // 创建跑步者线程
        for (int i = 0; i < runnerCount; i++) {
            final int runnerId = i + 1;
            new Thread(() -> {
                try {
                    System.out.println("跑步者" + runnerId + "准备就绪");
                    startSignal.await(); // 等待起跑信号
                    
                    // 模拟跑步时间
                    int runTime = (int) (Math.random() * 3000) + 1000;
                    Thread.sleep(runTime);
                    
                    System.out.println("跑步者" + runnerId + "完成比赛,用时" + runTime + "ms");
                } catch (InterruptedException e) {
                    Thread.currentThread().interrupt();
                } finally {
                    doneSignal.countDown(); // 完成一个
                }
            }).start();
        }
        
        try {
            Thread.sleep(1000);
            System.out.println("裁判发出起跑信号!");
            startSignal.countDown(); // 发出起跑信号
            
            doneSignal.await(); // 等待所有跑步者完成
            System.out.println("所有跑步者都完成了比赛!");
        } catch (InterruptedException e) {
            Thread.currentThread().interrupt();
        }
    }
    
    public static void serviceStartupExample() {
        final int serviceCount = 3;
        CountDownLatch latch = new CountDownLatch(serviceCount);
        
        // 启动多个服务
        new Thread(() -> {
            try {
                System.out.println("数据库服务启动中...");
                Thread.sleep(2000);
                System.out.println("数据库服务启动完成");
            } catch (InterruptedException e) {
                Thread.currentThread().interrupt();
            } finally {
                latch.countDown();
            }
        }).start();
        
        new Thread(() -> {
            try {
                System.out.println("缓存服务启动中...");
                Thread.sleep(1500);
                System.out.println("缓存服务启动完成");
            } catch (InterruptedException e) {
                Thread.currentThread().interrupt();
            } finally {
                latch.countDown();
            }
        }).start();
        
        new Thread(() -> {
            try {
                System.out.println("消息队列服务启动中...");
                Thread.sleep(1000);
                System.out.println("消息队列服务启动完成");
            } catch (InterruptedException e) {
                Thread.currentThread().interrupt();
            } finally {
                latch.countDown();
            }
        }).start();
        
        try {
            System.out.println("等待所有服务启动...");
            latch.await(5, TimeUnit.SECONDS); // 最多等待5秒
            System.out.println("所有服务启动完成,应用程序可以开始工作了!");
        } catch (InterruptedException e) {
            Thread.currentThread().interrupt();
        }
    }
    
    public static void main(String[] args) {
        System.out.println("=== 赛跑示例 ===");
        raceExample();
        
        System.out.println("\n=== 服务启动示例 ===");
        serviceStartupExample();
    }
}

# 3.2 CyclicBarrier

import java.util.concurrent.BrokenBarrierException;
import java.util.concurrent.CyclicBarrier;

public class CyclicBarrierDemo {
    
    public static void teamWorkExample() {
        final int teamSize = 4;
        CyclicBarrier barrier = new CyclicBarrier(teamSize, () -> {
            System.out.println("所有队员都到达集合点,开始下一阶段任务!");
        });
        
        for (int i = 0; i < teamSize; i++) {
            final int memberId = i + 1;
            new Thread(() -> {
                try {
                    // 第一阶段任务
                    int workTime = (int) (Math.random() * 2000) + 1000;
                    System.out.println("队员" + memberId + "开始第一阶段任务");
                    Thread.sleep(workTime);
                    System.out.println("队员" + memberId + "完成第一阶段任务,等待其他队员");
                    
                    barrier.await(); // 等待所有队员完成第一阶段
                    
                    // 第二阶段任务
                    workTime = (int) (Math.random() * 2000) + 1000;
                    System.out.println("队员" + memberId + "开始第二阶段任务");
                    Thread.sleep(workTime);
                    System.out.println("队员" + memberId + "完成第二阶段任务,等待其他队员");
                    
                    barrier.await(); // 等待所有队员完成第二阶段
                    
                    System.out.println("队员" + memberId + ":所有任务完成!");
                    
                } catch (InterruptedException | BrokenBarrierException e) {
                    e.printStackTrace();
                }
            }).start();
        }
    }
    
    public static void matrixCalculationExample() {
        final int rows = 4;
        final int cols = 4;
        final int[][] matrix = new int[rows][cols];
        
        // 初始化矩阵
        for (int i = 0; i < rows; i++) {
            for (int j = 0; j < cols; j++) {
                matrix[i][j] = (int) (Math.random() * 10);
            }
        }
        
        CyclicBarrier barrier = new CyclicBarrier(rows, () -> {
            System.out.println("所有行计算完成,开始汇总结果");
            // 打印矩阵
            for (int i = 0; i < rows; i++) {
                for (int j = 0; j < cols; j++) {
                    System.out.print(matrix[i][j] + " ");
                }
                System.out.println();
            }
        });
        
        // 每个线程处理一行
        for (int i = 0; i < rows; i++) {
            final int row = i;
            new Thread(() -> {
                try {
                    System.out.println("线程" + row + "开始处理第" + row + "行");
                    
                    // 模拟计算过程
                    for (int j = 0; j < cols; j++) {
                        matrix[row][j] *= 2; // 简单的计算:乘以2
                        Thread.sleep(100); // 模拟计算耗时
                    }
                    
                    System.out.println("线程" + row + "完成第" + row + "行处理");
                    barrier.await(); // 等待其他线程完成
                    
                } catch (InterruptedException | BrokenBarrierException e) {
                    e.printStackTrace();
                }
            }).start();
        }
    }
    
    public static void main(String[] args) {
        System.out.println("=== 团队协作示例 ===");
        teamWorkExample();
        
        try {
            Thread.sleep(8000); // 等待第一个示例完成
        } catch (InterruptedException e) {
            e.printStackTrace();
        }
        
        System.out.println("\n=== 矩阵计算示例 ===");
        matrixCalculationExample();
    }
}

# 3.3 Semaphore

import java.util.concurrent.Semaphore;
import java.util.concurrent.TimeUnit;

public class SemaphoreDemo {
    
    // 停车场示例
    public static class ParkingLot {
        private final Semaphore semaphore;
        private final int capacity;
        
        public ParkingLot(int capacity) {
            this.capacity = capacity;
            this.semaphore = new Semaphore(capacity);
        }
        
        public boolean park(String carId) {
            try {
                if (semaphore.tryAcquire(2, TimeUnit.SECONDS)) {
                    System.out.println(carId + " 成功停车,剩余车位: " + semaphore.availablePermits());
                    return true;
                } else {
                    System.out.println(carId + " 停车失败,车位已满");
                    return false;
                }
            } catch (InterruptedException e) {
                Thread.currentThread().interrupt();
                return false;
            }
        }
        
        public void leave(String carId) {
            semaphore.release();
            System.out.println(carId + " 离开停车场,剩余车位: " + semaphore.availablePermits());
        }
    }
    
    public static void parkingLotExample() {
        ParkingLot parkingLot = new ParkingLot(3); // 3个车位
        
        // 模拟5辆车尝试停车
        for (int i = 1; i <= 5; i++) {
            final String carId = "Car-" + i;
            new Thread(() -> {
                if (parkingLot.park(carId)) {
                    try {
                        // 停车一段时间
                        Thread.sleep((int) (Math.random() * 3000) + 1000);
                    } catch (InterruptedException e) {
                        Thread.currentThread().interrupt();
                    } finally {
                        parkingLot.leave(carId);
                    }
                }
            }).start();
        }
    }
    
    // 数据库连接池示例
    public static class DatabaseConnectionPool {
        private final Semaphore semaphore;
        private final String[] connections;
        private final boolean[] used;
        
        public DatabaseConnectionPool(int poolSize) {
            this.semaphore = new Semaphore(poolSize);
            this.connections = new String[poolSize];
            this.used = new boolean[poolSize];
            
            // 初始化连接
            for (int i = 0; i < poolSize; i++) {
                connections[i] = "Connection-" + (i + 1);
            }
        }
        
        public String getConnection() throws InterruptedException {
            semaphore.acquire();
            synchronized (this) {
                for (int i = 0; i < connections.length; i++) {
                    if (!used[i]) {
                        used[i] = true;
                        System.out.println(Thread.currentThread().getName() + " 获取连接: " + connections[i]);
                        return connections[i];
                    }
                }
            }
            return null;
        }
        
        public void releaseConnection(String connection) {
            synchronized (this) {
                for (int i = 0; i < connections.length; i++) {
                    if (connections[i].equals(connection) && used[i]) {
                        used[i] = false;
                        System.out.println(Thread.currentThread().getName() + " 释放连接: " + connection);
                        semaphore.release();
                        break;
                    }
                }
            }
        }
    }
    
    public static void connectionPoolExample() {
        DatabaseConnectionPool pool = new DatabaseConnectionPool(2); // 2个连接
        
        // 模拟5个线程使用连接池
        for (int i = 1; i <= 5; i++) {
            new Thread(() -> {
                try {
                    String connection = pool.getConnection();
                    if (connection != null) {
                        // 使用连接执行数据库操作
                        Thread.sleep((int) (Math.random() * 2000) + 1000);
                        pool.releaseConnection(connection);
                    }
                } catch (InterruptedException e) {
                    Thread.currentThread().interrupt();
                }
            }, "Thread-" + i).start();
        }
    }
    
    public static void main(String[] args) {
        System.out.println("=== 停车场示例 ===");
        parkingLotExample();
        
        try {
            Thread.sleep(5000);
        } catch (InterruptedException e) {
            e.printStackTrace();
        }
        
        System.out.println("\n=== 数据库连接池示例 ===");
        connectionPoolExample();
    }
}

# 3.4 Exchanger

import java.util.concurrent.Exchanger;

public class ExchangerDemo {
    
    public static void dataExchangeExample() {
        Exchanger<String> exchanger = new Exchanger<>();
        
        // 生产者线程
        Thread producer = new Thread(() -> {
            try {
                for (int i = 1; i <= 3; i++) {
                    String data = "Data-" + i;
                    System.out.println("生产者生产: " + data);
                    
                    // 与消费者交换数据
                    String received = exchanger.exchange(data);
                    System.out.println("生产者收到确认: " + received);
                    
                    Thread.sleep(1000);
                }
            } catch (InterruptedException e) {
                Thread.currentThread().interrupt();
            }
        });
        
        // 消费者线程
        Thread consumer = new Thread(() -> {
            try {
                for (int i = 1; i <= 3; i++) {
                    // 与生产者交换数据
                    String received = exchanger.exchange("ACK-" + i);
                    System.out.println("消费者接收: " + received);
                    
                    // 处理数据
                    Thread.sleep(500);
                    System.out.println("消费者处理完成: " + received);
                }
            } catch (InterruptedException e) {
                Thread.currentThread().interrupt();
            }
        });
        
        producer.start();
        consumer.start();
        
        try {
            producer.join();
            consumer.join();
        } catch (InterruptedException e) {
            e.printStackTrace();
        }
    }
    
    public static void bufferExchangeExample() {
        Exchanger<StringBuilder> exchanger = new Exchanger<>();
        
        // 写入线程
        Thread writer = new Thread(() -> {
            StringBuilder buffer = new StringBuilder();
            try {
                for (int i = 1; i <= 5; i++) {
                    // 写入数据到缓冲区
                    buffer.append("Message-").append(i).append("\n");
                    System.out.println("写入: Message-" + i);
                    
                    if (i % 2 == 0) { // 每写入2条消息就交换缓冲区
                        System.out.println("交换缓冲区...");
                        buffer = exchanger.exchange(buffer);
                        buffer.setLength(0); // 清空新缓冲区
                    }
                    
                    Thread.sleep(500);
                }
                
                // 交换最后的缓冲区
                if (buffer.length() > 0) {
                    exchanger.exchange(buffer);
                }
            } catch (InterruptedException e) {
                Thread.currentThread().interrupt();
            }
        });
        
        // 读取线程
        Thread reader = new Thread(() -> {
            StringBuilder buffer = new StringBuilder();
            try {
                for (int i = 0; i < 3; i++) { // 预期交换3次
                    buffer = exchanger.exchange(buffer);
                    
                    if (buffer.length() > 0) {
                        System.out.println("读取到数据:\n" + buffer.toString());
                        buffer.setLength(0); // 清空缓冲区
                    }
                }
            } catch (InterruptedException e) {
                Thread.currentThread().interrupt();
            }
        });
        
        writer.start();
        reader.start();
        
        try {
            writer.join();
            reader.join();
        } catch (InterruptedException e) {
            e.printStackTrace();
        }
    }
    
    public static void main(String[] args) {
        System.out.println("=== 数据交换示例 ===");
        dataExchangeExample();
        
        try {
            Thread.sleep(2000);
        } catch (InterruptedException e) {
            e.printStackTrace();
        }
        
        System.out.println("\n=== 缓冲区交换示例 ===");
        bufferExchangeExample();
    }
}

# 4. 并发集合

# 4.1 ConcurrentHashMap

import java.util.concurrent.ConcurrentHashMap;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.TimeUnit;

public class ConcurrentHashMapDemo {
    
    public static void basicOperations() {
        ConcurrentHashMap<String, Integer> map = new ConcurrentHashMap<>();
        
        // 基本操作
        map.put("key1", 1);
        map.put("key2", 2);
        map.put("key3", 3);
        
        // 原子操作
        map.putIfAbsent("key4", 4); // 如果不存在则放入
        map.replace("key1", 1, 10); // 如果当前值为1,则替换为10
        
        // 计算操作
        map.compute("key2", (key, value) -> value == null ? 1 : value * 2);
        map.computeIfAbsent("key5", key -> key.length());
        map.computeIfPresent("key3", (key, value) -> value + 100);
        
        // 合并操作
        map.merge("key1", 5, Integer::sum); // 如果存在则相加,否则使用新值
        
        System.out.println("Map内容: " + map);
    }
    
    public static void concurrentAccess() {
        ConcurrentHashMap<String, Integer> map = new ConcurrentHashMap<>();
        ExecutorService executor = Executors.newFixedThreadPool(10);
        
        // 并发写入
        for (int i = 0; i < 100; i++) {
            final int value = i;
            executor.submit(() -> {
                map.put("key" + value, value);
                // 原子性增加计数
                map.compute("counter", (key, val) -> val == null ? 1 : val + 1);
            });
        }
        
        // 并发读取
        for (int i = 0; i < 50; i++) {
            executor.submit(() -> {
                map.forEach((key, value) -> {
                    if (key.startsWith("key") && value % 10 == 0) {
                        System.out.println("Found: " + key + " = " + value);
                    }
                });
            });
        }
        
        executor.shutdown();
        try {
            executor.awaitTermination(5, TimeUnit.SECONDS);
        } catch (InterruptedException e) {
            e.printStackTrace();
        }
        
        System.out.println("最终大小: " + map.size());
        System.out.println("计数器值: " + map.get("counter"));
    }
    
    public static void main(String[] args) {
        System.out.println("=== 基本操作示例 ===");
        basicOperations();
        
        System.out.println("\n=== 并发访问示例 ===");
        concurrentAccess();
    }
}

# 4.2 BlockingQueue

import java.util.concurrent.*;

public class BlockingQueueDemo {
    
    public static void arrayBlockingQueueExample() {
        BlockingQueue<String> queue = new ArrayBlockingQueue<>(3);
        
        // 生产者
        Thread producer = new Thread(() -> {
            try {
                for (int i = 1; i <= 5; i++) {
                    String item = "Item-" + i;
                    queue.put(item); // 阻塞式放入
                    System.out.println("生产: " + item + ", 队列大小: " + queue.size());
                    Thread.sleep(1000);
                }
            } catch (InterruptedException e) {
                Thread.currentThread().interrupt();
            }
        });
        
        // 消费者
        Thread consumer = new Thread(() -> {
            try {
                Thread.sleep(2000); // 延迟启动
                for (int i = 1; i <= 5; i++) {
                    String item = queue.take(); // 阻塞式取出
                    System.out.println("消费: " + item + ", 队列大小: " + queue.size());
                    Thread.sleep(1500);
                }
            } catch (InterruptedException e) {
                Thread.currentThread().interrupt();
            }
        });
        
        producer.start();
        consumer.start();
        
        try {
            producer.join();
            consumer.join();
        } catch (InterruptedException e) {
            e.printStackTrace();
        }
    }
    
    public static void priorityBlockingQueueExample() {
        BlockingQueue<Task> queue = new PriorityBlockingQueue<>();
        
        // 任务类
        class Task implements Comparable<Task> {
            private String name;
            private int priority;
            
            public Task(String name, int priority) {
                this.name = name;
                this.priority = priority;
            }
            
            @Override
            public int compareTo(Task other) {
                return Integer.compare(other.priority, this.priority); // 高优先级优先
            }
            
            @Override
            public String toString() {
                return name + "(优先级:" + priority + ")";
            }
        }
        
        // 添加任务
        queue.offer(new Task("任务A", 3));
        queue.offer(new Task("任务B", 1));
        queue.offer(new Task("任务C", 5));
        queue.offer(new Task("任务D", 2));
        queue.offer(new Task("任务E", 4));
        
        // 按优先级处理任务
        while (!queue.isEmpty()) {
            try {
                Task task = queue.take();
                System.out.println("处理: " + task);
                Thread.sleep(500);
            } catch (InterruptedException e) {
                Thread.currentThread().interrupt();
                break;
            }
        }
    }
    
    public static void delayQueueExample() {
        DelayQueue<DelayedTask> queue = new DelayQueue<>();
        
        // 延迟任务类
        class DelayedTask implements Delayed {
            private String name;
            private long executeTime;
            
            public DelayedTask(String name, long delayInMillis) {
                this.name = name;
                this.executeTime = System.currentTimeMillis() + delayInMillis;
            }
            
            @Override
            public long getDelay(TimeUnit unit) {
                long diff = executeTime - System.currentTimeMillis();
                return unit.convert(diff, TimeUnit.MILLISECONDS);
            }
            
            @Override
            public int compareTo(Delayed other) {
                return Long.compare(this.executeTime, ((DelayedTask) other).executeTime);
            }
            
            @Override
            public String toString() {
                return name;
            }
        }
        
        // 添加延迟任务
        queue.offer(new DelayedTask("任务1", 3000)); // 3秒后执行
        queue.offer(new DelayedTask("任务2", 1000)); // 1秒后执行
        queue.offer(new DelayedTask("任务3", 2000)); // 2秒后执行
        
        System.out.println("开始时间: " + System.currentTimeMillis());
        
        // 处理延迟任务
        while (!queue.isEmpty()) {
            try {
                DelayedTask task = queue.take(); // 会等待到任务可执行时间
                System.out.println("执行: " + task + ", 时间: " + System.currentTimeMillis());
            } catch (InterruptedException e) {
                Thread.currentThread().interrupt();
                break;
            }
        }
    }
    
    public static void main(String[] args) {
        System.out.println("=== ArrayBlockingQueue示例 ===");
        arrayBlockingQueueExample();
        
        try {
            Thread.sleep(2000);
        } catch (InterruptedException e) {
            e.printStackTrace();
        }
        
        System.out.println("\n=== PriorityBlockingQueue示例 ===");
        priorityBlockingQueueExample();
        
        try {
            Thread.sleep(1000);
        } catch (InterruptedException e) {
            e.printStackTrace();
        }
        
        System.out.println("\n=== DelayQueue示例 ===");
        delayQueueExample();
    }
}

# 5. 总结

本文详细介绍了Java并发工具类,包括:

  1. 原子类:AtomicInteger、AtomicReference、AtomicStampedReference等
  2. 同步工具类:CountDownLatch、CyclicBarrier、Semaphore、Exchanger
  3. 并发集合:ConcurrentHashMap、BlockingQueue等

这些工具类为并发编程提供了强大的支持,能够帮助开发者编写更安全、更高效的多线程程序。在实际开发中,应该根据具体需求选择合适的工具类。

# 参考资料