16.Redis系列之Redisson分布式锁原理
创始人
2024-01-22 11:09:45
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本文学习Redisson分布式锁的原理以及优缺点

1. Redisson分布式锁原理

lua脚本是原子操作,redis会将整个脚本作为一个整体执行,中间不会被其他命令打断

# RedissonLock.tryLockInnerAsync方法内lua脚本加锁
 RFuture tryLockInnerAsync(long waitTime, long leaseTime, TimeUnit unit, long threadId, RedisStrictCommand command) {return evalWriteAsync(getRawName(), LongCodec.INSTANCE, command,"if (redis.call('exists', KEYS[1]) == 0) then " +"redis.call('hincrby', 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.singletonList(getRawName()), unit.toMillis(leaseTime), getLockName(threadId));}
1.1 加锁原理

1
2

如图与代码所示,sk_10001_stock_lock不存在时,加锁时会创建hash类型键sk_10001_stock_lock,并新增field为客户端id,value设置为1(hincrby key field 1不存在key则会创建它,并且设置field为1),并设置过期时间为60s

1.2 可重入原理

如lua脚本所示,当sk_10001_stock_lock存在客户端id时,会将客户端id的值+1,并且重新设置过期时间,所以保存客户端id就是为了可重入

1.3 锁互斥原理

如lua脚本所示,对于其他的客户端返回锁pttl过期时间,后续流程如代码所示

// RedissonLock.tryLock方法public boolean tryLock(long waitTime, long leaseTime, TimeUnit unit) throws InterruptedException {Long ttl = tryAcquire(waitTime, leaseTime, unit, threadId);// ttl为空获取到锁if (ttl == null) {return true;}// 如果时间超过waitTime则获取锁失败time -= System.currentTimeMillis() - current;if (time <= 0) {acquireFailed(waitTime, unit, threadId);return false;}// 订阅锁释放事件CompletableFuture subscribeFuture = subscribe(threadId);try {subscribeFuture.get(time, TimeUnit.MILLISECONDS);} catch (TimeoutException e) {} catch (ExecutionException e) {   }try {// 在最大等待时间内,循环获取锁,直到成功或失败while (true) {long currentTime = System.currentTimeMillis();ttl = tryAcquire(waitTime, leaseTime, unit, threadId);// lock acquiredif (ttl == null) {return true;}time -= System.currentTimeMillis() - currentTime;if (time <= 0) {acquireFailed(waitTime, unit, threadId);return false;}// 通过信号量semaphore共享锁阻塞等待currentTime = System.currentTimeMillis();if (ttl >= 0 && ttl < time) {commandExecutor.getNow(subscribeFuture).getLatch().tryAcquire(ttl, TimeUnit.MILLISECONDS);} else {commandExecutor.getNow(subscribeFuture).getLatch().tryAcquire(time, TimeUnit.MILLISECONDS);}}} finally {// 取消订阅unsubscribe(commandExecutor.getNow(subscribeFuture), threadId);}}
1.4 锁续期原理
// RedissonLock.tryAcquireAsync方法
private  RFuture tryAcquireAsync(long waitTime, long leaseTime, TimeUnit unit, long threadId) {CompletionStage f = ttlRemainingFuture.thenApply(ttlRemaining -> {// 获取到锁if (ttlRemaining == null) {if (leaseTime > 0) {internalLockLeaseTime = unit.toMillis(leaseTime);} else {// 当leaseTime<=0时锁会自动续期scheduleExpirationRenewal(threadId);}}return ttlRemaining;});return new CompletableFutureWrapper<>(f);}
 private void renewExpiration() {// Watch Dog机制,每10秒检查是否仍然持有锁,是则续期Timeout task = commandExecutor.getConnectionManager().newTimeout(new TimerTask() {@Overridepublic void run(Timeout timeout) throws Exception {}}, internalLockLeaseTime / 3, TimeUnit.MILLISECONDS);ee.setTimeout(task);}
    // 依次进入方法,最终找到RedissonBaseLock.renewExpirationAsync实现protected CompletionStage renewExpirationAsync(long threadId) {return evalWriteAsync(getRawName(), 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.singletonList(getRawName()),internalLockLeaseTime, getLockName(threadId));}

通过代码可知,当leasetime<=0时,锁通过Watch Dog机制[其实就是一个后台定时任务线程]每10秒检查是否持有锁,持有则自动续期30s,也就是重新设置了sk_10001_stock_lock中field为客户端id的过期时间为30s

1.5 锁释放原理
public RFuture unlockAsync(long threadId) {// 释放锁RFuture future = unlockInnerAsync(threadId);CompletionStage f = future.handle((opStatus, e) -> {// 取消Watch Dog机制cancelExpirationRenewal(threadId);});return new CompletableFutureWrapper<>(f);}
protected RFuture unlockInnerAsync(long threadId) {return evalWriteAsync(getRawName(), LongCodec.INSTANCE, RedisCommands.EVAL_BOOLEAN,"if (redis.call('hexists', KEYS[1], ARGV[3]) == 0) then " +"return nil;" +"end; " +"local counter = redis.call('hincrby', KEYS[1], ARGV[3], -1); " +"if (counter > 0) then " +"redis.call('pexpire', KEYS[1], ARGV[2]); " +"return 0; " +"else " +"redis.call('del', KEYS[1]); " +"redis.call('publish', KEYS[2], ARGV[1]); " +"return 1; " +"end; " +"return nil;",Arrays.asList(getRawName(), getChannelName()), LockPubSub.UNLOCK_MESSAGE, internalLockLeaseTime, getLockName(threadId));}

由代码可知,释放锁时将sk_10001_stock_lock中field为客户端id的值依次减1,直到为0后在进行删除,删除后会向redisson_lock__channel通道中发送UNLOCK_MESSAGE消息也就是0L,通知阻塞等待的客户端

2. Redisson优缺点

优点

  • Redisson通过Watch Dog机制解决锁的续期问题
  • 与Zookeeper相比较,Redisson基于Redis性能更高
  • 通过Redisson实现分布式可重入锁,比原生的 SET mylock userId NX PX milliseconds + lua更加简洁,让我们更多关注业务逻辑
  • 在等待申请锁的实现上进行了优化,减少了无效锁申请,提升了资源利用率

缺点

在redisson3.12.5前,无法解决在master节点加锁后,master异步复制给slave时宕机,slave变为了master,其他客户端在新的master上重复加锁问题,需要使用redlock算法获取集群大多数锁时才算获取锁成功额外编码

RLock rLock = redissonClient.getLock(PRODUCT_STOCK_KEY + "_lock");
RLock rLock = redissonClient1.getLock(PRODUCT_STOCK_KEY + "_lock");
RLock rLock = redissonClient2.getLock(PRODUCT_STOCK_KEY + "_lock");
RedissonRedLock redissonRedLock = new RedissonRedLock(rLock, rLock1, rLock2);
redissonRedLock.tryLock(30, 60, TimeUnit.SECONDS);

https://github.com/redisson/redisson/blob/master/CHANGELOG.md
16-Apr-2020 - 3.12.5 released
Improvement - increased RLock reliability during failover. RedLock was deprecated

但是对于redisson3.12.5及之后就不存在该问题会等到master异步复制给slave完成后才会进行加锁

 /*** Returns Lock instance by name.* 

* Implements a non-fair locking so doesn't guarantees an acquire order by threads.*

* To increase reliability during failover, all operations wait for propagation to all Redis slaves.** @param name - name of object* @return Lock object*/RLock getLock(String name);

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