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
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