Zookeeper--分布式锁和消息队列

在java并发包中提供了若干锁的实现，它们是用于单个java虚拟机进程中的；而分布式锁能够在一组进程之间提供互斥机制，保证在任何时刻只有一个进程可以持有锁。

分布式环境中多个进程的锁则可以使用Zookeeper来实现。

下面这种方法是使用顺序节点实现共享锁，流程如下：

对于lock()操作，首先让所有参与争锁的客户端都在/_locks目录下创建临时顺序节点，然后获取该路径下的所有节点，如果客户端创建的节点序列号最小则获得锁。否则开始监视它前一个节点并进入等待状态。

对于unlock()操作，将自身创建的节点删除。此时后一个节点的监控将被触发，对应的客户端退出等待状态，取得锁。

下面是一个简单的示例：

---

/**
 * 分布式锁
 */
public class DisLock implements Watcher {

    public static final String LOCK_ROOT = "/__locks__";

    private ZooKeeper zk;

    //锁名称,标识竞争的是哪个锁
    private String lockName;

    //当前创建的节点路径
    private String path;

    //前一个节点的路径
    private String prePath;

    //是否获取锁
    private boolean acquired;

    //构造函数，连接zk，检查父节点存在
    public DisLock(String lockName) throws KeeperException, InterruptedException, IOException {
        this.lockName = "/" + lockName;
        this.zk = new ZooKeeper("localhost:2181", 30000, this);
        Assert.notNull(zk, "zookeeper is null");
        if (zk.exists(LOCK_ROOT, false) == null) {
            zk.create(LOCK_ROOT, new byte[0], ZooDefs.Ids.OPEN_ACL_UNSAFE,
                    CreateMode.PERSISTENT);
        }
        if (zk.exists(LOCK_ROOT + this.lockName, false) == null) {
            zk.create(LOCK_ROOT + this.lockName, new byte[0], ZooDefs.Ids.OPEN_ACL_UNSAFE,
                    CreateMode.PERSISTENT);
        }
    }

    public void lock() {
        if (tryLock()) {
            return;
        } else {
            waitLock();

        }
    }

    //尝试获取锁
    public boolean tryLock() {
        if (acquired) {
            return true;
        }
        try {
            //创建临时节点，自动编号
            path = zk.create(LOCK_ROOT + lockName + "/", new byte[0], ZooDefs.Ids.OPEN_ACL_UNSAFE,
                    CreateMode.EPHEMERAL_SEQUENTIAL);

            List<String> ls = zk.getChildren(LOCK_ROOT + lockName, false);
            Collections.sort(ls);
            if (path.equals(LOCK_ROOT + lockName + "/" + ls.get(0))) {
                acquired = true;
                return true;
            }

            for (int i = 0; i < ls.size(); i++) {
                if (path.equals(LOCK_ROOT + lockName + "/" + ls.get(i))) {
                    prePath = LOCK_ROOT + lockName + "/" + ls.get(i - 1);
                    break;
                }
            }
            return false;
        } catch (KeeperException e) {
            e.printStackTrace();
        } catch (InterruptedException e) {
            e.printStackTrace();
        }
        return false;
    }

    //释放锁
    public void unlock() {
        if (!acquired) {
            return;
        }
        try {
            zk.delete(path, -1);
            acquired = false;
            //System.out.println(Thread.currentThread().getName() + " free lock");
        } catch (InterruptedException e) {
            e.printStackTrace();
        } catch (KeeperException e) {
            e.printStackTrace();
        }
    }

    //设置监控并等待锁，前一个节点被删除后退出等待，得到锁
    private synchronized void waitLock() {
        try {
            Stat s = zk.exists(prePath, true);
            if (s == null) {
                //等到锁，返回
                acquired = true;
                return;
            }
            this.wait();
        } catch (InterruptedException e) {
            e.printStackTrace();
        } catch (KeeperException e) {
            e.printStackTrace();
        }
        waitLock();
        return;
    }

    //监视节点变化，被监控节点被删除时激活等待锁的线程
    @Override
    public synchronized void process(WatchedEvent watchedEvent) {
        if (watchedEvent.getType() == Event.EventType.NodeDeleted) {
            //System.out.println("触发："+watchedEvent.getPath());
            this.notify();
        }
    }
}

 

---

其中waitLock和process方法需要加synchronized关键字，以便使用wait和notify方法。

 

测试方法：

Zookeeper的另一种应用场景是处理FIFO消息队列，利用zk的自动编号，存储数据和数据一致性能力，模拟生产者-消费者模型。

创建3个消费者从zk中获取数据，此时需要使用分布式锁，加锁获取数据的部分。出于模拟生产者和消费者都在不同的进程，所有不共享zk等对象。

示例代码如下：

生产者：

public class Producer extends Thread {

    private ZooKeeper zk;

    private Random ran = new Random();

    private static AtomicInteger count = new AtomicInteger(0);

    Producer() throws IOException {
        this.zk = new ZooKeeper("localhost:2181", 30000, null);
    }

    void produce(String str) throws KeeperException, InterruptedException {
        String name = zk.create(ZkQueue.root + "/element", str.getBytes(), ZooDefs.Ids.OPEN_ACL_UNSAFE,
                CreateMode.PERSISTENT_SEQUENTIAL);
        //System.out.println(getName() + " create: " + str);
    }

    @Override
    public void run() {
        try {
            while (true) {
                String msg = "msg" + count.getAndIncrement();
                produce(msg);
                Thread.sleep(ran.nextInt(1000));
            }
        } catch (KeeperException e) {
            e.printStackTrace();
        } catch (InterruptedException e) {
            e.printStackTrace();
        } finally {
        }
    }
}

 

---循环向zk中写入递增的信息，中间延迟随机毫秒

 

消费者：

public class Consumer extends Thread {

    private ZooKeeper zk;

    private DisLock lock;

    Consumer() throws IOException, KeeperException, InterruptedException {
        lock = new DisLock("queue");
        this.zk = new ZooKeeper("localhost:2181", 30000, null);
    }

    private boolean consume() throws KeeperException, InterruptedException {
        lock.lock();
        try {
            List<String> list = zk.getChildren(root, true);
            if (list.isEmpty()) {
                return true;
            }
            Collections.sort(list);
            String first = list.get(0);
            byte[] b = zk.getData(root + "/" + first, false, null);
            zk.delete(root + "/" + first, -1);
            String str = new String(b);
            System.out.println(getName() + " get:" + str);
        } finally {
            lock.unlock();
        }
        return false;
    }

    @Override
    public void run() {
        try {
            while (true) {
                if (consume()) {
                    Thread.sleep(1000);
                }
            }
        } catch (KeeperException e) {
            e.printStackTrace();
        } catch (InterruptedException e) {
            e.printStackTrace();
        } finally {
        }
    }
}

 

---循环从zk中取节点然后删除节点，对整个过程加锁

 

启动类：

public class ZkQueue implements Watcher{

    @Override
    public void process(WatchedEvent watchedEvent) {
        System.out.printf("---->%s %s\n",watchedEvent.getPath(),watchedEvent.getType());
    }

    private static ZooKeeper zk;

    public static final String root = "/zkqueue";

    public static void main(String[] args) throws IOException, KeeperException, InterruptedException {

        zk = new ZooKeeper("localhost:2181", 30000, null);

        ZkUtils.delete(zk, "/__locks__/queue");//此处需保证该路径下没有子节点，否则可能获取到为最小

        ZkUtils.delete(zk, root);
        zk.create(root, "queue".getBytes(), ZooDefs.Ids.OPEN_ACL_UNSAFE, CreateMode.PERSISTENT);

        //模拟2个生产者
        new Producer().start();
        new Producer().start();

        //模拟3个消费者
        new Consumer().start();
        new Consumer().start();
        new Consumer().start();

        Scanner s = new Scanner(System.in);
        s.nextLine();

        ZkUtils.delete(zk, root);

        // 关闭连接
        zk.close();
    }

}

 

---

输出结果：

Thread-2 get lock
Thread-2         get:msg0
Thread-2 free lock
Thread-3 get lock
Thread-3         get:msg2
Thread-3 free lock
Thread-2 get lock
Thread-2         get:msg3
Thread-3 get lock
Thread-2 free lock
Thread-3         get:msg4
Thread-3 free lock
Thread-2 get lock
Thread-2         get:msg5
Thread-2 free lock
Thread-4 get lock
Thread-4         get:msg6
Thread-4 free lock
Thread-3 get lock
Thread-3         get:msg7
Thread-3 free lock
Thread-2 get lock
Thread-2         get:msg8
Thread-2 free lock
Thread-4 get lock
Thread-4         get:msg1
Thread-4 free lock
Thread-3 get lock
Thread-3         get:msg9
Thread-3 free lock
Thread-2 get lock
Thread-2         get:msg10
Thread-2 free lock
Thread-4 get lock
Thread-4         get:msg11
Thread-4 free lock
Thread-3 get lock
Thread-3         get:msg12
Thread-3 free lock
Thread-2 get lock
Thread-2         get:msg13
Thread-2 free lock
Thread-4 get lock
Thread-4         get:msg14
Thread-4 free lock
Thread-3 get lock
Thread-3         get:msg15
Thread-3 free lock
Thread-2 get lock
Thread-2         get:msg16
Thread-2 free lock
Thread-4 get lock
Thread-4         get:msg17
Thread-4 free lock
Thread-3 get lock
Thread-3         get:msg18
Thread-3 free lock
Thread-2 get lock
Thread-2         get:msg19
Thread-2 free lock
Thread-4 get lock
Thread-4         get:msg20
Thread-4 free lock
Thread-3 get lock
Thread-3         get:msg21
Thread-3 free lock
Thread-2 get lock
Thread-2         get:msg22
Thread-2 free lock
Thread-4 get lock
Thread-4         get:msg23
Thread-4 free lock
Thread-3 get lock
Thread-3         get:msg24
Thread-3 free lock
Thread-2 get lock
Thread-2         get:msg25
Thread-2 free lock
Thread-4 get lock
Thread-4         get:msg26
Thread-4 free lock
Thread-3 get lock
Thread-3         get:msg27
Thread-3 free lock
Thread-2 get lock
Thread-2         get:msg28
Thread-2 free lock
Thread-4 get lock
Thread-4         get:msg29
Thread-4 free lock
Thread-3 get lock
Thread-3         get:msg30
Thread-3 free lock
Thread-2 get lock
Thread-2 free lock
Thread-4 get lock
Thread-4 free lock
Thread-3 get lock
Thread-3 free lock
Thread-2 get lock
Thread-2         get:msg31
Thread-2 free lock
Thread-2 get lock
Thread-2         get:msg32
Thread-2 free lock
Thread-2 get lock
Thread-2         get:msg33
Thread-2 free lock
Thread-4 get lock
Thread-4         get:msg34
Thread-4 free lock
Thread-3 get lock
Thread-3         get:msg35
Thread-3 free lock
Thread-2 get lock
Thread-2         get:msg36
Thread-2 free lock
Thread-4 get lock
Thread-4 free lock
Thread-3 get lock
Thread-3 free lock
Thread-2 get lock
Thread-2 free lock
Thread-4 get lock
Thread-4         get:msg37
Thread-4 free lock
Thread-2 get lock
Thread-2         get:msg38
Thread-2 free lock
Thread-3 get lock
Thread-3         get:msg39
Thread-3 free lock
Thread-4 get lock
Thread-4         get:msg40
Thread-4 free lock
Thread-2 get lock
Thread-2         get:msg41
Thread-2 free lock
Thread-3 get lock
Thread-3 free lock
Thread-4 get lock
Thread-4 free lock
Thread-2 get lock
Thread-2 free lock
Thread-4 get lock
Thread-4         get:msg42
Thread-4 free lock
Thread-2 get lock
Thread-2         get:msg43
Thread-2 free lock
Thread-3 get lock
Thread-3         get:msg44
Thread-3 free lock
Thread-4 get lock
Thread-4 free lock
Thread-2 get lock
Thread-2 free lock
Thread-3 get lock
Thread-3 free lock
Thread-4 get lock
Thread-4         get:msg45
Thread-4 free lock
....

 

---

可见3个消费者线程随机获取到锁，数据在锁中被递增取出，没有重复和遗漏 

 

end