侧边栏壁纸
博主头像
落叶人生博主等级

走进秋风,寻找秋天的落叶

  • 累计撰写 130562 篇文章
  • 累计创建 28 个标签
  • 累计收到 9 条评论
标签搜索

目 录CONTENT

文章目录

使用zookeeper实现分布式共享锁

2022-06-21 星期二 / 0 评论 / 0 点赞 / 109 阅读 / 12093 字

分布式系统中经常需要协调多进程,多个jvm,或者多台机器之间的同步问题,得益于zookeeper,实现了一个分布式的共享锁,方便在多台服务器之间竞争资源时,来协调各系统之间的协作和同步。 packa

分布式系统中经常需要协调多进程,多个jvm,或者多台机器之间的同步问题,得益于zookeeper,实现了一个分布式的共享锁,方便在多台服务器之间竞争资源时,来协调各系统之间的协作和同步。

package com.concurrent;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;import org.apache.zookeeper.CreateMode;import org.apache.zookeeper.KeeperException;import org.apache.zookeeper.WatchedEvent;import org.apache.zookeeper.Watcher;import org.apache.zookeeper.ZooDefs;import org.apache.zookeeper.ZooKeeper;import org.apache.zookeeper.data.Stat;/**  	DistributedLock lock = null;	try {		lock = new DistributedLock("127.0.0.1:2182","test");		lock.lock();		//do something...	} catch (Exception e) {		e.printStackTrace();	} 	finally {		if(lock != null)			lock.unlock();	} * @author xueliang * */public class DistributedLock implements Lock, Watcher{	private ZooKeeper zk;	private String root = "/locks";//根	private String lockName;//竞争资源的标志	private String waitNode;//等待前一个锁	private String myZnode;//当前锁	private CountDownLatch latch;//计数器	private int sessionTimeout = 30000;	private List<Exception> exception = new ArrayList<Exception>();		/**	 * 创建分布式锁,使用前请确认config配置的zookeeper服务可用	 * @param config 127.0.0.1:2181	 * @param lockName 竞争资源标志,lockName中不能包含单词lock	 */	public DistributedLock(String config, String lockName){		this.lockName = lockName;		// 创建一个与服务器的连接		 try {			zk = new ZooKeeper(config, sessionTimeout, this);			Stat stat = zk.exists(root, false);			if(stat == null){				// 创建根节点				zk.create(root, new byte[0], ZooDefs.Ids.OPEN_ACL_UNSAFE,CreateMode.PERSISTENT); 			}		} catch (IOException e) {			exception.add(e);		} catch (KeeperException e) {			exception.add(e);		} catch (InterruptedException e) {			exception.add(e);		}	}	/**	 * zookeeper节点的监视器	 */	public void process(WatchedEvent event) {		if(this.latch != null) {              this.latch.countDown();          }	}		public void lock() {		if(exception.size() > 0){			throw new LockException(exception.get(0));		}		try {			if(this.tryLock()){				System.out.println("Thread " + Thread.currentThread().getId() + " " +myZnode + " get lock true");				return;			}			else{				waitForLock(waitNode, sessionTimeout);//等待锁			}		} catch (KeeperException e) {			throw new LockException(e);		} catch (InterruptedException e) {			throw new LockException(e);		} 	}	public boolean tryLock() {		try {			String splitStr = "_lock_";			if(lockName.contains(splitStr))				throw new LockException("lockName can not contains //u000B");			//创建临时子节点			myZnode = zk.create(root + "/" + lockName + splitStr, new byte[0], ZooDefs.Ids.OPEN_ACL_UNSAFE,CreateMode.EPHEMERAL_SEQUENTIAL);			System.out.println(myZnode + " is created ");			//取出所有子节点			List<String> subNodes = zk.getChildren(root, false);			//取出所有lockName的锁			List<String> lockObjNodes = new ArrayList<String>();			for (String node : subNodes) {				String _node = node.split(splitStr)[0];				if(_node.equals(lockName)){					lockObjNodes.add(node);				}			}			Collections.sort(lockObjNodes);			System.out.println(myZnode + "==" + lockObjNodes.get(0));			if(myZnode.equals(root+"/"+lockObjNodes.get(0))){				//如果是最小的节点,则表示取得锁	            return true;	        }			//如果不是最小的节点,找到比自己小1的节点			String subMyZnode = myZnode.substring(myZnode.lastIndexOf("/") + 1);			waitNode = lockObjNodes.get(Collections.binarySearch(lockObjNodes, subMyZnode) - 1);		} catch (KeeperException e) {			throw new LockException(e);		} catch (InterruptedException e) {			throw new LockException(e);		}		return false;	}	public boolean tryLock(long time, TimeUnit unit) {		try {			if(this.tryLock()){				return true;			}	        return waitForLock(waitNode,time);		} catch (Exception e) {			e.printStackTrace();		}		return false;	}	private boolean waitForLock(String lower, long waitTime) throws InterruptedException, KeeperException {        Stat stat = zk.exists(root + "/" + lower,true);        //判断比自己小一个数的节点是否存在,如果不存在则无需等待锁,同时注册监听        if(stat != null){        	System.out.println("Thread " + Thread.currentThread().getId() + " waiting for " + root + "/" + lower);        	this.latch = new CountDownLatch(1);        	this.latch.await(waitTime, TimeUnit.MILLISECONDS);        	this.latch = null;        }        return true;    }	public void unlock() {		try {			System.out.println("unlock " + myZnode);			zk.delete(myZnode,-1);			myZnode = null;			zk.close();		} catch (InterruptedException e) {			e.printStackTrace();		} catch (KeeperException e) {			e.printStackTrace();		}	}	public void lockInterruptibly() throws InterruptedException {		this.lock();	}	public Condition newCondition() {		return null;	}		public class LockException extends RuntimeException {		private static final long serialVersionUID = 1L;		public LockException(String e){			super(e);		}		public LockException(Exception e){			super(e);		}	}}

 多线程的并发测试要复杂很多,下面是一个使用CountDownLatch实现的并发测试工具,可以简单模拟一些并发场景 

package com.concurrent;import java.util.ArrayList;import java.util.Collections;import java.util.List;import java.util.concurrent.CopyOnWriteArrayList;import java.util.concurrent.CountDownLatch;import java.util.concurrent.atomic.AtomicInteger;/**  ConcurrentTask[] task = new ConcurrentTask[5];  for(int i=0;i<task.length;i++){  	   task[i] = new ConcurrentTask(){ 			public void run() { 				System.out.println("=============="); 				 			}};  }  new ConcurrentTest(task); * @author xueliang * */public class ConcurrentTest {	private CountDownLatch startSignal = new CountDownLatch(1);//开始阀门	private CountDownLatch doneSignal = null;//结束阀门	private CopyOnWriteArrayList<Long> list = new CopyOnWriteArrayList<Long>();	private AtomicInteger err = new AtomicInteger();//原子递增	private ConcurrentTask[] task = null;		public ConcurrentTest(ConcurrentTask... task){		this.task = task;		if(task == null){			System.out.println("task can not null");			System.exit(1);		}		doneSignal = new CountDownLatch(task.length);		start();	}	/**	 * @param args	 * @throws ClassNotFoundException 	 */	private void start(){		//创建线程,并将所有线程等待在阀门处		createThread();		//打开阀门		startSignal.countDown();//递减锁存器的计数,如果计数到达零,则释放所有等待的线程		try {			doneSignal.await();//等待所有线程都执行完毕		} catch (InterruptedException e) {			e.printStackTrace();		}		//计算执行时间		getExeTime();	}	/**	 * 初始化所有线程,并在阀门处等待	 */	private void createThread() {		long len = doneSignal.getCount();		for (int i = 0; i < len; i++) {			final int j = i;			new Thread(new Runnable(){				public void run() {					try {						startSignal.await();//使当前线程在锁存器倒计数至零之前一直等待						long start = System.currentTimeMillis();						task[j].run();						long end = (System.currentTimeMillis() - start);						list.add(end);					} catch (Exception e) {						err.getAndIncrement();//相当于err++					} 					doneSignal.countDown();				}			}).start();		}	}	/**	 * 计算平均响应时间	 */	private void getExeTime() {		int size = list.size();		List<Long> _list = new ArrayList<Long>(size);		_list.addAll(list);		Collections.sort(_list);		long min = _list.get(0);		long max = _list.get(size-1);		long sum = 0L;		for (Long t : _list) {			sum += t;		}		long avg = sum/size;		System.out.println("min: " + min);		System.out.println("max: " + max);		System.out.println("avg: " + avg);		System.out.println("err: " + err.get());	}		public interface ConcurrentTask {		void run();	}}

下面使用这个工具来测试一下我们的分布式共享锁 

package com.concurrent;import com.concurrent.ConcurrentTest.ConcurrentTask;public class ZkTest {	public static void main(String[] args) {		Runnable task1 = new Runnable(){			public void run() {				DistributedLock lock = null;				try {					lock = new DistributedLock("127.0.0.1:2182","test1");					//lock = new DistributedLock("127.0.0.1:2182","test2");					lock.lock();					Thread.sleep(3000);					System.out.println("===Thread " + Thread.currentThread().getId() + " running");				} catch (Exception e) {					e.printStackTrace();				} 				finally {					if(lock != null)						lock.unlock();				}							}					};		new Thread(task1).start();		try {			Thread.sleep(1000);		} catch (InterruptedException e1) {			e1.printStackTrace();		}		ConcurrentTask[] tasks = new ConcurrentTask[10];		for(int i=0;i<tasks.length;i++){			ConcurrentTask task3 = new ConcurrentTask(){				public void run() {					DistributedLock lock = null;					try {						lock = new DistributedLock("127.0.0.1:2183","test2");						lock.lock();						System.out.println("Thread " + Thread.currentThread().getId() + " running");					} catch (Exception e) {						e.printStackTrace();					} 					finally {						lock.unlock();					}									}			};			tasks[i] = task3;		}		new ConcurrentTest(tasks);	}}
 测试结果:
/locks/test1_lock_0000004356 is created /locks/test1_lock_0000004356==test1_lock_0000004356Thread 8 /locks/test1_lock_0000004356 get lock true/locks/test2_lock_0000004357 is created /locks/test2_lock_0000004359 is created /locks/test2_lock_0000004358 is created /locks/test2_lock_0000004363 is created /locks/test2_lock_0000004361 is created /locks/test2_lock_0000004360 is created /locks/test2_lock_0000004362 is created /locks/test2_lock_0000004366 is created /locks/test2_lock_0000004365 is created /locks/test2_lock_0000004364 is created /locks/test2_lock_0000004357==test2_lock_0000004357Thread 14 /locks/test2_lock_0000004357 get lock trueThread 14 runningunlock /locks/test2_lock_0000004357/locks/test2_lock_0000004358==test2_lock_0000004357/locks/test2_lock_0000004361==test2_lock_0000004357/locks/test2_lock_0000004359==test2_lock_0000004357/locks/test2_lock_0000004362==test2_lock_0000004357Thread 12 waiting for /locks/test2_lock_0000004360/locks/test2_lock_0000004366==test2_lock_0000004357Thread 18 waiting for /locks/test2_lock_0000004357/locks/test2_lock_0000004363==test2_lock_0000004357Thread 18 runningunlock /locks/test2_lock_0000004358Thread 13 waiting for /locks/test2_lock_0000004362/locks/test2_lock_0000004365==test2_lock_0000004358Thread 16 waiting for /locks/test2_lock_0000004361Thread 19 waiting for /locks/test2_lock_0000004358/locks/test2_lock_0000004360==test2_lock_0000004358Thread 15 waiting for /locks/test2_lock_0000004365/locks/test2_lock_0000004364==test2_lock_0000004358Thread 11 waiting for /locks/test2_lock_0000004364Thread 20 waiting for /locks/test2_lock_0000004359Thread 19 runningunlock /locks/test2_lock_0000004359Thread 17 waiting for /locks/test2_lock_0000004363Thread 20 runningunlock /locks/test2_lock_0000004360Thread 12 runningunlock /locks/test2_lock_0000004361Thread 16 runningunlock /locks/test2_lock_0000004362Thread 13 runningunlock /locks/test2_lock_0000004363Thread 17 runningunlock /locks/test2_lock_0000004364Thread 11 runningunlock /locks/test2_lock_0000004365Thread 15 runningunlock /locks/test2_lock_0000004366min: 506max: 1481avg: 968err: 0===Thread 8 runningunlock /locks/test1_lock_0000004356

 

关于zookeeper的很好的文章:

https://www.ibm.com/developerworks/cn/opensource/os-cn-zookeeper/

这个分布式共享锁就是参考这篇文章实现的。

 

广告 广告

评论区