Redisson 分布式锁实战应用解析

文章目录

前言
一、Redisson介绍
二、Redisson的使用
- [1.1 引入依赖](#1.1 引入依赖)
- [1.2 编写配置](#1.2 编写配置)
- [1.3 示例测试_01](#1.3 示例测试_01)
- [1.4 示例测试_02](#1.4 示例测试_02)
三、Redisson源码分析
- [2.1 加锁源码](#2.1 加锁源码)
- [2.2 看门狗机制](#2.2 看门狗机制)

前言

分布式锁主要是解决分布式系统下数据一致性的问题。在单机的环境下，应用是在同一进程下的，只需要保证单进程多线程环境中的线程安全性，通过 Java 提供的 volatile、ReentrantLock、synchronized 以及 concurrent 并发包下一些线程安全的类等就可以做到。

一、Redisson介绍

Redisson 是一个基于 Redis 的分布式 Java 客户端。它提供了丰富的功能和工具，帮助开发者在分布式系统中解决数据共享、并发控制和任务调度等问题。通过使用Redisson，开发者可以轻松地操作 Redis 的分布式对象（如集合、映射、队列等），实现可靠的分布式锁机制，以及管理和调度分布式环境中的任务和服务。

Redisson 的分布式锁的特点

● 线程安全：分布式锁可以确保在多线程和多进程环境下的数据一致性和可靠性。

● 可重入性：同一个线程可以多次获取同一个锁，避免死锁的问题。

● 锁超时：支持设置锁的有效期，防止锁被长时间占用而导致系统出现问题。

● 阻塞式获取锁：当某个线程尝试获取锁时，如果锁已经被其他线程占用，则该线程可以选择等待直到锁释放。

● 无阻塞式获取锁：当某个线程尝试获取锁时，如果锁已经被其他线程占用，则该线程不会等待，而是立即返回获取锁失败的信息。

redisson 实现分布式官网文档： https://github.com/redisson/redisson/wiki/8.-distributed-locks-and-synchronizers

二、Redisson的使用

Redisson 支持单点模式、主从模式、哨兵模式、集群模式，本文以单点模式为例说明。

1.1 引入依赖

xml 复制代码

<!-- redisson -->
<dependency>
    <groupId>org.redisson</groupId>
    <artifactId>redisson</artifactId>
    <version>3.12.0</version>
</dependency>
<!-- redis -->
<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-data-redis</artifactId>
    <version>2.1.21.RELEASE</version>
</dependency>

1.2 编写配置

yaml 复制代码

spring:
  redis:
    host: 192.168.57.129
    port: 6379

java 复制代码

@Configuration
public class RedissonConfig {

    @Value("${spring.redis.host}")
    private String host;

    @Value("${spring.redis.port}")
    private String port;

    /**
     * 对所有redisson的使用都是通过redissonClient对象
     * @return
     */
    @Bean(destroyMethod = "shutdown")
    public RedissonClient redissonClient() {
        Config config = new Config();
        config.useSingleServer().setAddress("redis://" + host + ":" + port);
        return Redisson.create(config);
    }
}

1.3 示例测试_01

java 复制代码

@Autowired
private RedissonClient redissonClient;

// redisson分布式锁的key
private static final String LOCK_TEST_KEY = "redisson_lock";

// redisson分布式锁的key
private static int TICKET_NUMBER = 10;

/**
 * 分布式锁测试用例
 * 模拟开启11个用户去抢车票
 */
@Test
public void lockTest() {
    // 利用循环+多线程 模仿高并发请求
    for (int i = 0; i < 11; i++) {
        CompletableFuture.runAsync(() -> {
            if (TICKET_NUMBER > 0) {
                // 这里获取公平锁，遵循先进先出原则，方便测试
                RLock fairLock = redissonClient.getFairLock(LOCK_TEST_KEY);
                try {
                    // 尝试加锁
                    // waitTimeout 尝试获取锁的最大等待时间,超过这个值,则认为获取锁失败
                    // leaseTime   锁的持有时间,超过这个时间锁会自动失效(值应设置为大于业务处理的时间，确保在锁有效期内业务能处理完)
                    boolean lock = fairLock.tryLock(3000, 30, TimeUnit.MILLISECONDS);
                    if (lock){
                        log.info("线程:" + Thread.currentThread().getName() + "获得了锁");
                        log.info("车票剩余数量:{}", --TICKET_NUMBER);
                    }
                } catch (InterruptedException e) {
                    e.printStackTrace();
                } finally {
                    log.info("线程:" + Thread.currentThread().getName() + "准备释放锁");
                    //注意: 无论出现任何情况都要主动解锁
                    fairLock.unlock();
                }
            }else {
                log.info("车票已售罄！");
            }
        });
        try {
            // ->_-> 这里使当前方法占用的线程休息10秒，不要立即结束
            Thread.sleep(3000L);
        } catch (InterruptedException e) {
            e.printStackTrace();
        }
    }
}

日志信息输出

java 复制代码

2023-11-18 15:27:00.834  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 线程:ForkJoinPool.commonPool-worker-6获得了锁
2023-11-18 15:27:00.835  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 车票剩余数量:9
2023-11-18 15:27:00.835  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 线程:ForkJoinPool.commonPool-worker-6准备释放锁
2023-11-18 15:27:03.749  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 线程:ForkJoinPool.commonPool-worker-6获得了锁
2023-11-18 15:27:03.749  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 车票剩余数量:8
2023-11-18 15:27:03.749  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 线程:ForkJoinPool.commonPool-worker-6准备释放锁
2023-11-18 15:27:06.759  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 线程:ForkJoinPool.commonPool-worker-6获得了锁
2023-11-18 15:27:06.759  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 车票剩余数量:7
2023-11-18 15:27:06.759  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 线程:ForkJoinPool.commonPool-worker-6准备释放锁
2023-11-18 15:27:09.749  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 线程:ForkJoinPool.commonPool-worker-6获得了锁
2023-11-18 15:27:09.750  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 车票剩余数量:6
2023-11-18 15:27:09.750  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 线程:ForkJoinPool.commonPool-worker-6准备释放锁
2023-11-18 15:27:12.759  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 线程:ForkJoinPool.commonPool-worker-6获得了锁
2023-11-18 15:27:12.759  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 车票剩余数量:5
2023-11-18 15:27:12.759  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 线程:ForkJoinPool.commonPool-worker-6准备释放锁
2023-11-18 15:27:15.752  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 线程:ForkJoinPool.commonPool-worker-6获得了锁
2023-11-18 15:27:15.752  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 车票剩余数量:4
2023-11-18 15:27:15.752  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 线程:ForkJoinPool.commonPool-worker-6准备释放锁
2023-11-18 15:27:18.762  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 线程:ForkJoinPool.commonPool-worker-6获得了锁
2023-11-18 15:27:18.762  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 车票剩余数量:3
2023-11-18 15:27:18.762  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 线程:ForkJoinPool.commonPool-worker-6准备释放锁
2023-11-18 15:27:21.754  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 线程:ForkJoinPool.commonPool-worker-6获得了锁
2023-11-18 15:27:21.754  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 车票剩余数量:2
2023-11-18 15:27:21.754  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 线程:ForkJoinPool.commonPool-worker-6准备释放锁
2023-11-18 15:27:24.763  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 线程:ForkJoinPool.commonPool-worker-6获得了锁
2023-11-18 15:27:24.763  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 车票剩余数量:1
2023-11-18 15:27:24.763  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 线程:ForkJoinPool.commonPool-worker-6准备释放锁
2023-11-18 15:27:27.757  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 线程:ForkJoinPool.commonPool-worker-6获得了锁
2023-11-18 15:27:27.757  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 车票剩余数量:0
2023-11-18 15:27:27.757  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 线程:ForkJoinPool.commonPool-worker-6准备释放锁
2023-11-18 15:27:30.753  INFO 5800 --- [onPool-worker-6] c.a.g.p.GulimallProductApplicationTests  : 车票已售罄！

1.4 示例测试_02

java 复制代码

@ResponseBody
@GetMapping("/hello")
public String hello(){
    //1、获取一把锁，只要锁的名字一样，就是同一把锁
    String lockKey = "my-lock";
    RLock lock = redissonClient.getLock(lockKey);
    //2、加锁阻塞式等待，默认加的锁都是30s。
    lock.lock();
    
    //10秒自动解锁，自动解锁时间一定要大于业务的执行时间。问题：在锁时间到了以后，不会自动续期。
    //lock.lock(10, TimeUnit.SECONDS);

    //最佳实战：省掉了整个续期操作。手动解锁
    //1）、lock.lock(30, TimeUnit.SECONDS);
    try {
        log.info("加锁成功，执行业务ing, 线程ID = {}", Thread.currentThread().getId());
        Thread.sleep(10000);
    }catch (Exception e){
        e.printStackTrace();
    }finally {
        //3、解锁 假设解锁代码没有运行，redisson会不会出现死锁
        log.info("释放锁, 线程ID = {}", Thread.currentThread().getId());
        lock.unlock();
    }
    return "hello";
}

浏览器执行两个 hello 请求，只有当第一个请求业务执行完，第二个才能正常执行，不然第二个处于阻塞式等待状态。

控制台打印日志信息

java 复制代码

2023-11-18 16:01:00.784  INFO 3916 --- [io-10000-exec-4] c.a.g.product.web.IndexController        : 加锁成功，执行业务ing, 线程ID = 116
2023-11-18 16:01:10.785  INFO 3916 --- [io-10000-exec-4] c.a.g.product.web.IndexController        : 释放锁, 线程ID = 116
2023-11-18 16:01:10.794  INFO 3916 --- [io-10000-exec-2] c.a.g.product.web.IndexController        : 加锁成功，执行业务ing, 线程ID = 114
2023-11-18 16:01:20.794  INFO 3916 --- [io-10000-exec-2] c.a.g.product.web.IndexController        : 释放锁, 线程ID = 114

redisson 实现分布式锁解决了 redis 实现分布式锁的两个问题

锁的自动续期，如果业务超长，运行期间自动给锁续上新的30s。不用担心业务时间长，锁自动过期被删掉。
加锁的业务只要运行完成，就不会给当前锁续期，即使不手动解锁，锁默认在30s以后自动删除。

三、Redisson源码分析

redisson 这个框架的实现依赖了 Lua 脚本和 Netty，以及各种 Future 及FutureListener 的异步、同步操作转换，加锁和解锁过程中还巧妙地利用了 redis 的发布订阅功能。

2.1 加锁源码

无参加锁方法

java 复制代码

@Override
public void lock() {
    try {
        lock(-1, null, false);
    } catch (InterruptedException e) {
        throw new IllegalStateException();
    }
}

有参加锁方法

java 复制代码

@Override
public void lock(long leaseTime, TimeUnit unit) {
    try {
        lock(leaseTime, unit, false);
    } catch (InterruptedException e) {
        throw new IllegalStateException();
    }
}

2.2 看门狗机制

java 复制代码

private void lock(long leaseTime, TimeUnit unit, boolean interruptibly) throws InterruptedException {
    long threadId = Thread.currentThread().getId();
    //尝试获取锁
    Long ttl = tryAcquire(leaseTime, unit, threadId);
    // lock acquired
    if (ttl == null) {
        return;
    }

    RFuture<RedissonLockEntry> future = subscribe(threadId);
    if (interruptibly) {
        commandExecutor.syncSubscriptionInterrupted(future);
    } else {
        commandExecutor.syncSubscription(future);
    }

    try {
        while (true) {
            ttl = tryAcquire(leaseTime, unit, threadId);
            // lock acquired
            if (ttl == null) {
                break;
            }

            // waiting for message
            if (ttl >= 0) {
                try {
                    future.getNow().getLatch().tryAcquire(ttl, TimeUnit.MILLISECONDS);
                } catch (InterruptedException e) {
                    if (interruptibly) {
                        throw e;
                    }
                    future.getNow().getLatch().tryAcquire(ttl, TimeUnit.MILLISECONDS);
                }
            } else {
                if (interruptibly) {
                    future.getNow().getLatch().acquire();
                } else {
                    future.getNow().getLatch().acquireUninterruptibly();
                }
            }
        }
    } finally {
        unsubscribe(future, threadId);
    }
}

java 复制代码

//尝试获取锁
private Long tryAcquire(long leaseTime, TimeUnit unit, long threadId) {
    return get(tryAcquireAsync(leaseTime, unit, threadId));
}

异步的方式尝试获取锁

java 复制代码

private <T> RFuture<Long> tryAcquireAsync(long leaseTime, TimeUnit unit, long threadId) {
    if (leaseTime != -1) {
        //如果我们传递了锁的超时时间，就发送给redis执行脚本，进行占锁，默认超时就是我们指定的时间。
        return tryLockInnerAsync(leaseTime, unit, threadId, RedisCommands.EVAL_LONG);
    }
    //如果我们未指定锁的超时时间，就使用30*1000【LockWatchdogTimeout看门狗的默认时间】
    RFuture<Long> ttlRemainingFuture = tryLockInnerAsync(commandExecutor.getConnectionManager().getCfg().getLockWatchdogTimeout(), TimeUnit.MILLISECONDS, threadId, RedisCommands.EVAL_LONG);
    //占锁成功
    ttlRemainingFuture.onComplete((ttlRemaining, e) -> {
        //发生异常直接返回，若无异常执行下面逻辑
        if (e != null) {
            return;
        }

        // lock acquired
        if (ttlRemaining == null) {
            scheduleExpirationRenewal(threadId);
        }
    });
    return ttlRemainingFuture;
}

java 复制代码

//默认自动续期时间30s，看门狗时间
private long lockWatchdogTimeout = 30 * 1000;

java 复制代码

<T> RFuture<T> tryLockInnerAsync(long leaseTime, TimeUnit unit, long threadId, RedisStrictCommand<T> command) {
    internalLockLeaseTime = unit.toMillis(leaseTime);

    return commandExecutor.evalWriteAsync(getName(), LongCodec.INSTANCE, command,
              "if (redis.call('exists', KEYS[1]) == 0) then " +
                  "redis.call('hset', KEYS[1], ARGV[2], 1); " +
                  "redis.call('pexpire', KEYS[1], ARGV[1]); " +
                  "return nil; " +
              "end; " +
              "if (redis.call('hexists', KEYS[1], ARGV[2]) == 1) then " +
                  "redis.call('hincrby', KEYS[1], ARGV[2], 1); " +
                  "redis.call('pexpire', KEYS[1], ARGV[1]); " +
                  "return nil; " +
              "end; " +
              "return redis.call('pttl', KEYS[1]);",
                Collections.<Object>singletonList(getName()), internalLockLeaseTime, getLockName(threadId));
}

重新设置超时时间

java 复制代码

private void scheduleExpirationRenewal(long threadId) {
    ExpirationEntry entry = new ExpirationEntry();
    ExpirationEntry oldEntry = EXPIRATION_RENEWAL_MAP.putIfAbsent(getEntryName(), entry);
    if (oldEntry != null) {
        oldEntry.addThreadId(threadId);
    } else {
        entry.addThreadId(threadId);
        renewExpiration();
    }
}

开启定时任务，发送 LUA 脚本，锁的超时时间达到1/3就重新设为30s

java 复制代码

private void renewExpiration() {
    ExpirationEntry ee = EXPIRATION_RENEWAL_MAP.get(getEntryName());
    if (ee == null) {
        return;
    }
    
    Timeout task = commandExecutor.getConnectionManager().newTimeout(new TimerTask() {
        @Override
        public void run(Timeout timeout) throws Exception {
            ExpirationEntry ent = EXPIRATION_RENEWAL_MAP.get(getEntryName());
            if (ent == null) {
                return;
            }
            Long threadId = ent.getFirstThreadId();
            if (threadId == null) {
                return;
            }
            
            RFuture<Boolean> future = renewExpirationAsync(threadId);
            future.onComplete((res, e) -> {
                if (e != null) {
                    log.error("Can't update lock " + getName() + " expiration", e);
                    return;
                }
                
                if (res) {
                    // reschedule itself
                    renewExpiration();
                }
            });
        }
       //只要占锁成功，就会启动一个定时任务【重新给锁设置过期时间，新的过期时间就是看门狗的默认时间】，每隔10s都会自动再次续期，续成30s internalLockLeaseTime【看门狗时间】 / 3，10s
    }, internalLockLeaseTime / 3, TimeUnit.MILLISECONDS);
    
    ee.setTimeout(task);
}

重新设置超时时间 LUA 脚本

java 复制代码

protected RFuture<Boolean> renewExpirationAsync(long threadId) {
     return commandExecutor.evalWriteAsync(getName(), LongCodec.INSTANCE, RedisCommands.EVAL_BOOLEAN,
             "if (redis.call('hexists', KEYS[1], ARGV[2]) == 1) then " +
                 "redis.call('pexpire', KEYS[1], ARGV[1]); " +
                 "return 1; " +
             "end; " +
             "return 0;",
         Collections.<Object>singletonList(getName()), 
         internalLockLeaseTime, getLockName(threadId));
 }