目录
[1. ZooKeeper简介](#1. ZooKeeper简介)
[2. 分布式锁实现原理](#2. 分布式锁实现原理)
[3. 分布式锁实现步骤](#3. 分布式锁实现步骤)
[4. 总结](#4. 总结)
引言
在分布式系统中,实现分布式锁是一项常见的任务,可以用于保证同一时间只有一个客户端可以访问共享资源,从而避免竞争条件。ZooKeeper是一个开源的分布式协调服务,可以用来实现分布式锁。本文将介绍如何使用ZooKeeper实现分布式锁,并给出相应的代码示例。
1. ZooKeeper简介
ZooKeeper是一个高性能的分布式协调服务,提供了诸如配置管理、命名服务、分布式锁等功能。ZooKeeper通过维护一个具有层次结构的数据结构(类似于文件系统),来管理分布式应用程序的状态。
2. 分布式锁实现原理
在ZooKeeper中实现分布式锁的基本原理是利用ZooKeeper的顺序节点(Sequential Node)和临时节点(Ephemeral Node)特性。
- 客户端尝试在ZooKeeper中创建一个带有指定路径的临时顺序节点,例如
/locks/lock-000000001
。 - 客户端获取
/locks
节点下的所有子节点,并按节点名称的顺序排序。 - 客户端判断自己创建的节点是否为最小节点,如果是,则认为获取锁成功;否则,监听自己前一个节点的删除事件,并进入等待状态。
- 当前最小节点的客户端完成操作后,删除自己创建的节点,触发监听的客户端继续判断是否为最小节点,直到获取锁成功。
3. 分布式锁实现步骤
步骤一:创建ZooKeeper客户端
import org.apache.zookeeper.WatchedEvent;
import org.apache.zookeeper.Watcher;
import org.apache.zookeeper.ZooKeeper;
import java.io.IOException;
import java.util.concurrent.CountDownLatch;
public class ZooKeeperClient {
private static final String CONNECT_STRING = "localhost:2181";
private static final int SESSION_TIMEOUT = 5000;
private static ZooKeeper zooKeeper;
public static ZooKeeper getZooKeeper() throws IOException, InterruptedException {
final CountDownLatch connectedSignal = new CountDownLatch(1);
zooKeeper = new ZooKeeper(CONNECT_STRING, SESSION_TIMEOUT, new Watcher() {
public void process(WatchedEvent event) {
if (event.getState() == Watcher.Event.KeeperState.SyncConnected) {
connectedSignal.countDown();
}
}
});
connectedSignal.await();
return zooKeeper;
}
public static void close() throws InterruptedException {
if (zooKeeper != null) {
zooKeeper.close();
}
}
}
步骤二:创建分布式锁类
import org.apache.zookeeper.*;
import java.io.IOException;
import java.util.List;
import java.util.concurrent.CountDownLatch;
public class DistributedLock {
private final ZooKeeper zooKeeper;
private final String lockPath;
private String currentLockPath;
public DistributedLock(String lockPath) throws IOException, InterruptedException, KeeperException {
this.zooKeeper = ZooKeeperClient.getZooKeeper();
this.lockPath = lockPath;
ensurePathExists(lockPath);
}
private void ensurePathExists(String path) throws KeeperException, InterruptedException {
if (zooKeeper.exists(path, false) == null) {
zooKeeper.create(path, new byte[0], ZooDefs.Ids.OPEN_ACL_UNSAFE, CreateMode.PERSISTENT);
}
}
public void lock() throws KeeperException, InterruptedException {
currentLockPath = zooKeeper.create(lockPath + "/lock-", new byte[0], ZooDefs.Ids.OPEN_ACL_UNSAFE, CreateMode.EPHEMERAL_SEQUENTIAL);
while (true) {
List<String> children = zooKeeper.getChildren(lockPath, false);
String minChild = getMinNode(children);
if (currentLockPath.equals(lockPath + "/" + minChild)) {
return;
}
waitForLock(minChild);
}
}
private String getMinNode(List<String> children) {
String minChild = children.get(0);
for (String child : children) {
if (child.compareTo(minChild) < 0) {
minChild = child;
}
}
return minChild;
}
private void waitForLock(String minChild) throws KeeperException, InterruptedException {
final CountDownLatch latch = new CountDownLatch(1);
Watcher watcher = new Watcher() {
public void process(WatchedEvent event) {
if (event.getType() == Event.EventType.NodeDeleted) {
latch.countDown();
}
}
};
String prevNode = getPrevNode(minChild);
zooKeeper.exists(lockPath + "/" + prevNode, watcher);
latch.await();
}
private String getPrevNode(String minChild) throws KeeperException, InterruptedException {
List<String> children = zooKeeper.getChildren(lockPath, false);
String prevNode = null;
for (String child : children) {
if (child.equals(minChild)) {
break;
}
prevNode = child;
}
return prevNode;
}
public void unlock() throws KeeperException, InterruptedException {
zooKeeper.delete(currentLockPath, -1);
currentLockPath = null;
}
}
步骤三:使用分布式锁
public class Main {
private static final String LOCK_PATH = "/locks";
public static void main(String[] args) {
try {
DistributedLock lock = new DistributedLock(LOCK_PATH);
lock.lock();
// TODO: 处理业务逻辑
lock.unlock();
} catch (IOException | InterruptedException | KeeperException e) {
e.printStackTrace();
}
}
}
4. 总结
本文介绍了使用ZooKeeper实现分布式锁的基本原理和步骤,并给出了相应的Java代码示例。在实际应用中,可以根据具体的需求和系统架构选择合适的分布式锁实现方式,从而保证系统的并发访问安全性。