zookeeper的分布式锁

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应用场景

        分布式锁主要用于在分布式环境中保护跨进程、跨主机、跨网络的共享资源实现互斥访问,以达到保证数据的一致性。

架构分析

    

            左边的整个区域表示一个Zookeeper集群,locker是Zookeeper的一个持久节点,node_1、node_2、node_n是locker这个持久节点下面的临时顺序节点。右边3个client绿色的代表3台客户端服务器,server表示需要互斥访问的共享资源。

实现思路和流程

1、在zookeeper指定节点(locker)下创建临时顺序节点node_n。
       2、获取locker下所有子节点children。
       3、对子节点按节点自增序号从小到大排序。
       4、判断本节点是不是第一个子节点,若是,则获取锁;若不是,则等待。
       5、使用zookeeper感知节点的功能,对本节点的上一个节点进行感知。
       6、当上一个节点被删除了,zookeeper会通知该线程,该线程就结束等待,并获取锁。
      7、释放锁,并删除该临时节点。

具体实现代码

下面就具体使用java和zookeeper实现分布式锁,操作zookeeper使用的是apache提供的zookeeper的包。

分布式锁类

import org.apache.zookeeper.*;
import org.apache.zookeeper.data.Stat;

import java.io.IOException;
import java.util.ArrayList;
import java.util.Collections;
import java.util.List;
import java.util.concurrent.CountDownLatch;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.locks.Condition;
import java.util.concurrent.locks.Lock;

/**
 * Lock:Java的锁接口,并实现该接口的抽象方法
 * Watcher:zookeeper的节点感知接口,并实现process方法,当节点有改变时,会调用该方法
 */
public class DistributedLock  implements Lock, Watcher {


    private ZooKeeper zk = null;
    // 根节点
    private String ROOT_LOCK = "/locker";
    // 竞争的资源
    private String lockName;
    // 等待的前一个锁
    private String WAIT_LOCK;
    // 当前锁
    private String CURRENT_LOCK;
    // 同步计数器
    private CountDownLatch countDownLatch;
    private int sessionTimeout = 30000;

    /**
     * 配置分布式锁
     * @param config 连接的url
     * @param lockName 竞争资源
     */
    public DistributedLock(String config, String lockName) {
        this.lockName = lockName;
        try {
            // 连接zookeeper
            zk = new ZooKeeper(config, sessionTimeout, this);
            Stat stat = zk.exists(ROOT_LOCK, false);
            if (stat == null) {
                // 如果根节点不存在,则创建根节点
                zk.create(ROOT_LOCK, new byte[0], ZooDefs.Ids.OPEN_ACL_UNSAFE, CreateMode.PERSISTENT);
            }
        } catch (IOException e) {
            e.printStackTrace();
        } catch (InterruptedException e) {
            e.printStackTrace();
        } catch (KeeperException e) {
            e.printStackTrace();
        }
    }

    // 节点感知器,感知到节点变化会调用该方法
    public void process(WatchedEvent event) {
        System.out.println("感知节点变化类型:"+event.getType().name());
        if (this.countDownLatch != null) {
            //如果同步计数器不为null,则减一
            this.countDownLatch.countDown();
        }
    }

    public void lock() {

        try {
            if (this.tryLock()) {
                System.out.println(Thread.currentThread().getName() + " " + lockName + "获得了锁");
                return;
            } else {
                // 等待锁
                waitForLock(WAIT_LOCK, sessionTimeout);
            }
        } catch (InterruptedException e) {
            e.printStackTrace();
        } catch (KeeperException e) {
            e.printStackTrace();
        }
    }

    public boolean tryLock() {
        try {
            String splitStr = "_lock_";
            if (lockName.contains(splitStr)) {
                throw new RuntimeException("锁名有误");
            }
            // 创建临时有序节点
            CURRENT_LOCK = zk.create(ROOT_LOCK + "/" + lockName + splitStr, new byte[0],
                    ZooDefs.Ids.OPEN_ACL_UNSAFE, CreateMode.EPHEMERAL_SEQUENTIAL);
            System.out.println(CURRENT_LOCK + " 已经创建");
            // 取所有子节点
            List<String> subNodes = zk.getChildren(ROOT_LOCK, false);
            // 取出所有lockName的锁
            List<String> lockObjects = new ArrayList<String>();
            for (String node : subNodes) {
                String _node = node.split(splitStr)[0];
                if (_node.equals(lockName)) {
                    lockObjects.add(node);
                }
            }
            Collections.sort(lockObjects);
            System.out.println(Thread.currentThread().getName() + " 的锁是 " + CURRENT_LOCK);
            // 若当前节点为最小节点,则获取锁成功
            if (CURRENT_LOCK.equals(ROOT_LOCK + "/" + lockObjects.get(0))) {
                return true;
            }

            // 若不是最小节点,则找到自己的前一个节点
            String prevNode = CURRENT_LOCK.substring(CURRENT_LOCK.lastIndexOf("/") + 1);
            WAIT_LOCK = lockObjects.get(Collections.binarySearch(lockObjects, prevNode) - 1);
        } catch (InterruptedException e) {
            e.printStackTrace();
        } catch (KeeperException e) {
            e.printStackTrace();
        }
        return false;
    }

    public boolean tryLock(long timeout, TimeUnit unit) {
        try {
            if (this.tryLock()) {
                return true;
            }
            return waitForLock(WAIT_LOCK, timeout);
        } catch (Exception e) {
            e.printStackTrace();
        }
        return false;
    }

    // 等待锁
    private boolean waitForLock(String prev, long waitTime) throws KeeperException, InterruptedException {

        //获取并感知上一个节点
        Stat stat = zk.exists(ROOT_LOCK + "/" + prev, true);

        if (stat != null) {
            System.out.println(Thread.currentThread().getName() + "等待锁 " + ROOT_LOCK + "/" + prev);
            //初始化同步计数器,计数为1,当同步计数器为0,主线程才会向下执行
            this.countDownLatch = new CountDownLatch(1);
            // 计数等待,若等到前一个节点消失,则precess中进行countDown,停止等待,获取锁
            this.countDownLatch.await(waitTime, TimeUnit.MILLISECONDS);
            this.countDownLatch = null;
            System.out.println(Thread.currentThread().getName() + " 等到了锁");
        }
        return true;
    }

    public void unlock() {
        try {
            System.out.println("释放锁 " + CURRENT_LOCK);
            zk.delete(CURRENT_LOCK, -1);
            CURRENT_LOCK = null;
            zk.close();
        } catch (InterruptedException e) {
            e.printStackTrace();
        } catch (KeeperException e) {
            e.printStackTrace();
        }
    }

    public Condition newCondition() {
        return null;
    }


    public void lockInterruptibly() throws InterruptedException {
        this.lock();
    }

}

测试类

public class Test {

    static int n = 500;

    public static void secskill() {
        System.out.println(--n);
    }

    public static void main(String[] args) {

        Runnable runnable = new Runnable() {
            public void run() {
                DistributedLock lock = null;
                try {
                    lock = new DistributedLock("127.0.0.1:2181", "node");
                    lock.lock();
                    secskill();
                    System.out.println(Thread.currentThread().getName() + "正在运行");
                } finally {
                    if (lock != null) {
                        lock.unlock();
                    }
                }
            }
        };

        for (int i = 0; i < 10; i++) {
            Thread t = new Thread(runnable);
            t.start();
        }
    }
}

引入依赖

    <dependency> 
    <groupId>org.apache.curator</groupId> 
    <artifactId>curator-recipes</artifactId> 
    <version>2.10.0</version> 
</dependency> 

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