公平锁和非公平锁,为什么要“非公平”?

公平锁和非公平锁,为什么要“非公平”?

主要讲一讲公平锁和非公平锁,以及为什么要“非公平”?

什么是公平和非公平

首先,我们来看下什么是公平锁和非公平锁,公平锁指的是按照线程请求的顺序,来分配锁;而非公平锁指的是不完全按照请求的顺序,在一定情况下,可以允许插队。但需要注意这里的非公平并不是指完全的随机,不是说线程可以任意插队,而是仅仅“在合适的时机”插队。

那么什么时候是合适的时机呢?假设当前线程在请求获取锁的时候,恰巧前一个持有锁的线程释放了这把锁,那么当前申请锁的线程就可以不顾已经等待的线程而选择立刻插队。但是如果当前线程请求的时候,前一个线程并没有在那一时刻释放锁,那么当前线程还是一样会进入等待队列。

为了能够更好的理解公平锁和非公平锁,我们举一个生活中的例子,假设我们还在学校读书,去食堂排队买饭,我排在队列的第二个,我前面还有一位同学,但此时我脑子里想的不是午饭,而是上午的一道数学题并陷入深思,所以当前面的同学打完饭之后轮到我时我走神了,并也没注意到现在轮到我了,此时前面的同学突然又回来插队,说“不好意思,阿姨麻烦给我加个鸡腿”,像这样的行为就可以类比我们的公平锁和非公平锁。

看到这里,你可能不解,为什么要设置非公平策略呢,而且非公平还是 ReentrantLock的默认策略,如果我们不加以设置的话默认就是非公平的,难道我的这些排队的时间都白白浪费了吗,为什么别人比我有优先权呢?毕竟公平是一种很好的行为,而非公平是一种不好的行为。

让我们考虑一种情况,假设线程 A 持有一把锁,线程 B 请求这把锁,由于线程 A 已经持有这把锁了,所以线程 B 会陷入等待,在等待的时候线程 B 会被挂起,也就是进入阻塞状态,那么当线程 A 释放锁的时候,本该轮到线程 B 苏醒获取锁,但如果此时突然有一个线程 C 插队请求这把锁,那么根据非公平的策略,会把这把锁给线程 C,这是因为唤醒线程 B 是需要很大开销的,很有可能在唤醒之前,线程 C 已经拿到了这把锁并且执行完任务释放了这把锁。相比于等待唤醒线程 B 的漫长过程,插队的行为会让线程 C 本身跳过陷入阻塞的过程,如果在锁代码中执行的内容不多的话,线程 C 就可以很快完成任务,并且在线程 B 被完全唤醒之前,就把这个锁交出去,这样是一个双赢的局面,对于线程 C 而言,不需要等待提高了它的效率,而对于线程 B 而言,它获得锁的时间并没有推迟,因为等它被唤醒的时候,线程 C 早就释放锁了,因为线程 C 的执行速度相比于线程 B 的唤醒速度,是很快的,所以 Java 设计者设计非公平锁,是为了提高整体的运行效率。

公平的场景

下面我们用图示来说明公平和非公平的场景,先来看公平的情况。假设我们创建了一个公平锁,此时有 4 个线程按顺序来请求公平锁,线程 1 在拿到这把锁之后,线程 2、3、4 会在等待队列中开始等待,然后等线程 1 释放锁之后,线程 2、3、4 会依次去获取这把锁,线程 2 先获取到的原因是它等待的时间最长。

不公平的场景

下面我们再来看看非公平的情况,假设线程 1 在解锁的时候,突然有线程 5 尝试获取这把锁,那么根据我们的非公平策略,线程 5 是可以拿到这把锁的,尽管它没有进入等待队列,而且线程 2、3、4 等待的时间都比线程 5 要长,但是从整体效率考虑,这把锁此时还是会交给线程 5 持有。

代码案例:演示公平和非公平的效果

下面我们来用代码演示看下公平和非公平的实际效果,代码如下:

我们可以通过改变 new ReentrantLock(false) 中的参数来设置公平/非公平锁。以上代码在公平的情况下的输出:

2024-03-25 22:40:18.729 [Thread 0] INFO org.dingchuan.FairAndUnfair - Thread 0: Going to print a job

2024-03-25 22:40:18.734 [Thread 0] INFO org.dingchuan.FairAndUnfair - Thread 0: PrintQueue: Printing a Job during 9 seconds

2024-03-25 22:40:18.829 [Thread 1] INFO org.dingchuan.FairAndUnfair - Thread 1: Going to print a job

2024-03-25 22:40:18.934 [Thread 2] INFO org.dingchuan.FairAndUnfair - Thread 2: Going to print a job

2024-03-25 22:40:19.038 [Thread 3] INFO org.dingchuan.FairAndUnfair - Thread 3: Going to print a job

2024-03-25 22:40:19.143 [Thread 4] INFO org.dingchuan.FairAndUnfair - Thread 4: Going to print a job

2024-03-25 22:40:19.248 [Thread 5] INFO org.dingchuan.FairAndUnfair - Thread 5: Going to print a job

2024-03-25 22:40:19.353 [Thread 6] INFO org.dingchuan.FairAndUnfair - Thread 6: Going to print a job

2024-03-25 22:40:19.459 [Thread 7] INFO org.dingchuan.FairAndUnfair - Thread 7: Going to print a job

2024-03-25 22:40:19.564 [Thread 8] INFO org.dingchuan.FairAndUnfair - Thread 8: Going to print a job

2024-03-25 22:40:19.668 [Thread 9] INFO org.dingchuan.FairAndUnfair - Thread 9: Going to print a job

2024-03-25 22:40:28.515 [Thread 0] INFO org.dingchuan.FairAndUnfair - Thread 0: PrintQueue: Printing a Job during 1 seconds

2024-03-25 22:40:30.031 [Thread 0] INFO org.dingchuan.FairAndUnfair - Thread 0: The document has been printed

2024-03-25 22:40:30.031 [Thread 1] INFO org.dingchuan.FairAndUnfair - Thread 1: PrintQueue: Printing a Job during 4 seconds

2024-03-25 22:40:34.983 [Thread 1] INFO org.dingchuan.FairAndUnfair - Thread 1: PrintQueue: Printing a Job during 1 seconds

2024-03-25 22:40:36.441 [Thread 1] INFO org.dingchuan.FairAndUnfair - Thread 1: The document has been printed

2024-03-25 22:40:36.441 [Thread 2] INFO org.dingchuan.FairAndUnfair - Thread 2: PrintQueue: Printing a Job during 6 seconds

2024-03-25 22:40:42.711 [Thread 2] INFO org.dingchuan.FairAndUnfair - Thread 2: PrintQueue: Printing a Job during 6 seconds

2024-03-25 22:40:49.046 [Thread 3] INFO org.dingchuan.FairAndUnfair - Thread 3: PrintQueue: Printing a Job during 0 seconds

2024-03-25 22:40:49.046 [Thread 2] INFO org.dingchuan.FairAndUnfair - Thread 2: The document has been printed

2024-03-25 22:40:49.564 [Thread 3] INFO org.dingchuan.FairAndUnfair - Thread 3: PrintQueue: Printing a Job during 1 seconds

2024-03-25 22:40:50.764 [Thread 3] INFO org.dingchuan.FairAndUnfair - Thread 3: The document has been printed

2024-03-25 22:40:50.764 [Thread 4] INFO org.dingchuan.FairAndUnfair - Thread 4: PrintQueue: Printing a Job during 4 seconds

2024-03-25 22:40:55.324 [Thread 4] INFO org.dingchuan.FairAndUnfair - Thread 4: PrintQueue: Printing a Job during 8 seconds

2024-03-25 22:41:03.510 [Thread 5] INFO org.dingchuan.FairAndUnfair - Thread 5: PrintQueue: Printing a Job during 8 seconds

2024-03-25 22:41:03.510 [Thread 4] INFO org.dingchuan.FairAndUnfair - Thread 4: The document has been printed

2024-03-25 22:41:11.570 [Thread 5] INFO org.dingchuan.FairAndUnfair - Thread 5: PrintQueue: Printing a Job during 5 seconds

2024-03-25 22:41:16.909 [Thread 5] INFO org.dingchuan.FairAndUnfair - Thread 5: The document has been printed

2024-03-25 22:41:16.909 [Thread 6] INFO org.dingchuan.FairAndUnfair - Thread 6: PrintQueue: Printing a Job during 0 seconds

2024-03-25 22:41:17.249 [Thread 6] INFO org.dingchuan.FairAndUnfair - Thread 6: PrintQueue: Printing a Job during 1 seconds

2024-03-25 22:41:18.997 [Thread 6] INFO org.dingchuan.FairAndUnfair - Thread 6: The document has been printed

2024-03-25 22:41:18.997 [Thread 7] INFO org.dingchuan.FairAndUnfair - Thread 7: PrintQueue: Printing a Job during 3 seconds

2024-03-25 22:41:22.274 [Thread 7] INFO org.dingchuan.FairAndUnfair - Thread 7: PrintQueue: Printing a Job during 8 seconds

2024-03-25 22:41:30.919 [Thread 8] INFO org.dingchuan.FairAndUnfair - Thread 8: PrintQueue: Printing a Job during 3 seconds

2024-03-25 22:41:30.919 [Thread 7] INFO org.dingchuan.FairAndUnfair - Thread 7: The document has been printed

2024-03-25 22:41:34.277 [Thread 8] INFO org.dingchuan.FairAndUnfair - Thread 8: PrintQueue: Printing a Job during 8 seconds

2024-03-25 22:41:42.283 [Thread 8] INFO org.dingchuan.FairAndUnfair - Thread 8: The document has been printed

2024-03-25 22:41:42.283 [Thread 9] INFO org.dingchuan.FairAndUnfair - Thread 9: PrintQueue: Printing a Job during 5 seconds

2024-03-25 22:41:47.828 [Thread 9] INFO org.dingchuan.FairAndUnfair - Thread 9: PrintQueue: Printing a Job during 2 seconds

2024-03-25 22:41:50.104 [Thread 9] INFO org.dingchuan.FairAndUnfair - Thread 9: The document has been printed

可以看出,线程直接获取锁的顺序是完全公平的,先到先得。

而以上代码在非公平的情况下的输出是这样的:

2024-03-25 22:50:51.131 [Thread 0] INFO org.dingchuan.FairAndUnfair - Thread 0: Going to print a job

2024-03-25 22:50:51.135 [Thread 0] INFO org.dingchuan.FairAndUnfair - Thread 0: PrintQueue: Printing a Job during 7 seconds

2024-03-25 22:50:51.231 [Thread 1] INFO org.dingchuan.FairAndUnfair - Thread 1: Going to print a job

2024-03-25 22:50:51.335 [Thread 2] INFO org.dingchuan.FairAndUnfair - Thread 2: Going to print a job

2024-03-25 22:50:51.440 [Thread 3] INFO org.dingchuan.FairAndUnfair - Thread 3: Going to print a job

2024-03-25 22:50:51.545 [Thread 4] INFO org.dingchuan.FairAndUnfair - Thread 4: Going to print a job

2024-03-25 22:50:51.650 [Thread 5] INFO org.dingchuan.FairAndUnfair - Thread 5: Going to print a job

2024-03-25 22:50:51.751 [Thread 6] INFO org.dingchuan.FairAndUnfair - Thread 6: Going to print a job

2024-03-25 22:50:51.855 [Thread 7] INFO org.dingchuan.FairAndUnfair - Thread 7: Going to print a job

2024-03-25 22:50:51.956 [Thread 8] INFO org.dingchuan.FairAndUnfair - Thread 8: Going to print a job

2024-03-25 22:50:52.061 [Thread 9] INFO org.dingchuan.FairAndUnfair - Thread 9: Going to print a job

2024-03-25 22:50:58.649 [Thread 1] INFO org.dingchuan.FairAndUnfair - Thread 1: PrintQueue: Printing a Job during 0 seconds

2024-03-25 22:50:59.317 [Thread 2] INFO org.dingchuan.FairAndUnfair - Thread 2: PrintQueue: Printing a Job during 3 seconds

2024-03-25 22:51:02.323 [Thread 3] INFO org.dingchuan.FairAndUnfair - Thread 3: PrintQueue: Printing a Job during 7 seconds

2024-03-25 22:51:10.014 [Thread 4] INFO org.dingchuan.FairAndUnfair - Thread 4: PrintQueue: Printing a Job during 2 seconds

2024-03-25 22:51:12.580 [Thread 5] INFO org.dingchuan.FairAndUnfair - Thread 5: PrintQueue: Printing a Job during 2 seconds

2024-03-25 22:51:14.820 [Thread 6] INFO org.dingchuan.FairAndUnfair - Thread 6: PrintQueue: Printing a Job during 5 seconds

2024-03-25 22:51:19.838 [Thread 7] INFO org.dingchuan.FairAndUnfair - Thread 7: PrintQueue: Printing a Job during 1 seconds

2024-03-25 22:51:20.861 [Thread 8] INFO org.dingchuan.FairAndUnfair - Thread 8: PrintQueue: Printing a Job during 0 seconds

2024-03-25 22:51:20.991 [Thread 9] INFO org.dingchuan.FairAndUnfair - Thread 9: PrintQueue: Printing a Job during 5 seconds

2024-03-25 22:51:26.370 [Thread 0] INFO org.dingchuan.FairAndUnfair - Thread 0: PrintQueue: Printing a Job during 1 seconds

2024-03-25 22:51:28.195 [Thread 0] INFO org.dingchuan.FairAndUnfair - Thread 0: The document has been printed

2024-03-25 22:51:28.195 [Thread 1] INFO org.dingchuan.FairAndUnfair - Thread 1: PrintQueue: Printing a Job during 6 seconds

2024-03-25 22:51:34.404 [Thread 2] INFO org.dingchuan.FairAndUnfair - Thread 2: PrintQueue: Printing a Job during 1 seconds

2024-03-25 22:51:34.404 [Thread 1] INFO org.dingchuan.FairAndUnfair - Thread 1: The document has been printed

2024-03-25 22:51:36.131 [Thread 2] INFO org.dingchuan.FairAndUnfair - Thread 2: The document has been printed

2024-03-25 22:51:36.131 [Thread 3] INFO org.dingchuan.FairAndUnfair - Thread 3: PrintQueue: Printing a Job during 3 seconds

2024-03-25 22:51:39.303 [Thread 4] INFO org.dingchuan.FairAndUnfair - Thread 4: PrintQueue: Printing a Job during 0 seconds

2024-03-25 22:51:39.303 [Thread 3] INFO org.dingchuan.FairAndUnfair - Thread 3: The document has been printed

2024-03-25 22:51:39.485 [Thread 4] INFO org.dingchuan.FairAndUnfair - Thread 4: The document has been printed

2024-03-25 22:51:39.485 [Thread 5] INFO org.dingchuan.FairAndUnfair - Thread 5: PrintQueue: Printing a Job during 4 seconds

2024-03-25 22:51:43.563 [Thread 5] INFO org.dingchuan.FairAndUnfair - Thread 5: The document has been printed

2024-03-25 22:51:43.563 [Thread 6] INFO org.dingchuan.FairAndUnfair - Thread 6: PrintQueue: Printing a Job during 0 seconds

2024-03-25 22:51:44.197 [Thread 6] INFO org.dingchuan.FairAndUnfair - Thread 6: The document has been printed

2024-03-25 22:51:44.197 [Thread 7] INFO org.dingchuan.FairAndUnfair - Thread 7: PrintQueue: Printing a Job during 0 seconds

2024-03-25 22:51:44.281 [Thread 7] INFO org.dingchuan.FairAndUnfair - Thread 7: The document has been printed

2024-03-25 22:51:44.282 [Thread 8] INFO org.dingchuan.FairAndUnfair - Thread 8: PrintQueue: Printing a Job during 9 seconds

2024-03-25 22:51:53.927 [Thread 8] INFO org.dingchuan.FairAndUnfair - Thread 8: The document has been printed

2024-03-25 22:51:53.927 [Thread 9] INFO org.dingchuan.FairAndUnfair - Thread 9: PrintQueue: Printing a Job during 6 seconds

2024-03-25 22:52:00.884 [Thread 9] INFO org.dingchuan.FairAndUnfair - Thread 9: The document has been printed

可以看出,非公平情况下,存在抢锁“插队”的现象,比如Thread 0 在释放锁后又能优先获取到锁,虽然此时在等待队列中已经有 Thread 1 ~ Thread 9 在排队了。

对比公平和非公平的优缺点

我们接下来对比公平和非公平的优缺点,如表格所示。

公平锁的优点在于各个线程公平平等,每个线程等待一段时间后,都有执行的机会,而它的缺点就在于整体执行速度更慢,吞吐量更小,相反非公平锁的优势就在于整体执行速度更快,吞吐量更大,但同时也可能产生线程饥饿问题,也就是说如果一直有线程插队,那么在等待队列中的线程可能长时间得不到运行。

源码分析

下面我们来分析公平和非公平锁的源码,具体看下它们是怎样实现的,可以看到在 ReentrantLock 类包含一个 Sync 类,这个类继承自AQS(AbstractQueuedSynchronizer),代码如下:

public class ReentrantLock implements Lock, java.io.Serializable {
	private static final long serialVersionUID = 7373984872572414699L;
	/** Synchronizer providing all implementation mechanics */
	private final Sync sync;

Sync 类的代码:

abstract static class Sync extends AbstractQueuedSynchronizer {...}

根据代码可知,Sync 有公平锁 FairSync 和非公平锁 NonfairSync两个子类:

static final class NonfairSync extends Sync {...}
static final class FairSync extends Sync {...}

下面我们来看一下公平锁与非公平锁的加锁方法的源码。

公平锁的锁获取源码如下:

protected final boolean tryAcquire(int acquires) {
    final Thread current = Thread.currentThread();
    int c = getState();
    if (c == 0) {
        if (!hasQueuedPredecessors() && //这里判断了 hasQueuedPredecessors()
               compareAndSetState(0, acquires)) {
            setExclusiveOwnerThread(current);
            return true;
        }

    } else if (current == getExclusiveOwnerThread()) {
        int nextc = c + acquires;
        if (nextc < 0) {
            throw new Error("Maximum lock count exceeded");
        }
        setState(nextc);
        return true;
    }
    return false;
}

非公平锁的锁获取源码如下:

final boolean nonfairTryAcquire(int acquires) {
    final Thread current = Thread.currentThread();
    int c = getState();
    if (c == 0) {
        if (compareAndSetState(0, acquires)) { //这里没有判断      hasQueuedPredecessors()
            setExclusiveOwnerThread(current);
            return true;
        }
    }

    else if (current == getExclusiveOwnerThread()) {
        int nextc = c + acquires;
        if (nextc < 0) // overflow
          throw new Error("Maximum lock count exceeded");
        setState(nextc);
        return true;
    }
    return false;
}

通过对比,我们可以明显的看出公平锁与非公平锁的 lock() 方法唯一的区别就在于公平锁在获取锁时多了一个限制条件:hasQueuedPredecessors() 为 false,这个方法就是判断在等待队列中是否已经有线程在排队了。这也就是公平锁和非公平锁的核心区别,如果是公平锁,那么一旦已经有线程在排队了,当前线程就不再尝试获取锁;对于非公平锁而言,无论是否已经有线程在排队,都会尝试获取一下锁,获取不到的话,再去排队。

这里有一个特例需要我们注意,针对 tryLock() 方法,它不遵守设定的公平原则。

例如,当有线程执行 tryLock() 方法的时候,一旦有线程释放了锁,那么这个正在 tryLock 的线程就能获取到锁,即使设置的是公平锁模式,即使在它之前已经有其他正在等待队列中等待的线程,简单地说就是 tryLock 可以插队。

看它的源码就会发现:

public boolean tryLock() {
    return sync.nonfairTryAcquire(1);
}

这里调用的就是 nonfairTryAcquire(),表明了是不公平的,和锁本身是否是公平锁无关。

综上所述,公平锁就是会按照多个线程申请锁的顺序来获取锁,从而实现公平的特性。非公平锁加锁时不考虑排队等待情况,直接尝试获取锁,所以存在后申请却先获得锁的情况,但由此也提高了整体的效率。

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