如何使用Zookeeper进行分布式锁管理
使用 ZooKeeper 进行分布式锁管理是一种常见的做法,因为 ZooKeeper 提供了高可用性和一致性保证。以下是使用 ZooKeeper 实现分布式锁的基本步骤:
1. 创建 ZooKeeper 客户端
首先,你需要创建一个 ZooKeeper 客户端连接到 ZooKeeper 集群。
import org.apache.zookeeper.ZooKeeper;
public class DistributedLock {
private ZooKeeper zk;
private String lockPath;
public DistributedLock(String zkAddress, int sessionTimeout, String lockPath) throws IOException {
this.zk = new ZooKeeper(zkAddress, sessionTimeout, event -> {
// 处理连接事件
});
this.lockPath = lockPath;
}
}
2. 创建临时顺序节点
在 ZooKeeper 中,你可以创建临时顺序节点来实现锁。临时节点会在客户端断开连接时自动删除,顺序节点可以确保锁的公平性。
import org.apache.zookeeper.CreateMode;
import org.apache.zookeeper.ZooDefs;
import org.apache.zookeeper.data.Stat;
import java.util.Collections;
import java.util.List;
public void acquireLock() throws KeeperException, InterruptedException {
String lockNode = zk.create(lockPath + "/lock_", new byte[0], ZooDefs.Ids.OPEN_ACL_UNSAFE, CreateMode.EPHEMERAL_SEQUENTIAL);
System.out.println("Created lock node: " + lockNode);
while (true) {
List children = zk.getChildren(lockPath, false);
Collections.sort(children);
if (lockNode.endsWith(children.get(0))) {
// 获取到锁
System.out.println("Lock acquired by: " + lockNode);
return;
} else {
// 监听前一个节点的删除事件
String previousNode = getPreviousNode(children, lockNode);
Stat stat = zk.exists(lockPath + "/" + previousNode, event -> {
if (event.getType() == Watcher.Event.EventType.NodeDeleted) {
synchronized (this) {
notifyAll();
}
}
});
if (stat != null) {
synchronized (this) {
wait();
}
}
}
}
}
private String getPreviousNode(List children, String currentNode) {
int index = children.indexOf(currentNode.substring(lockPath.length() + 1));
return children.get(index - 1);
}
3. 释放锁
释放锁时,只需删除创建的临时节点即可。
public void releaseLock() throws KeeperException, InterruptedException {
zk.delete(lockPath, -1);
System.out.println("Lock released");
}
4. 关闭 ZooKeeper 客户端
在应用程序结束时,记得关闭 ZooKeeper 客户端。
public void close() throws InterruptedException {
zk.close();
}
完整示例
以下是一个完整的示例代码:
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;
import java.io.IOException;
import java.util.Collections;
import java.util.List;
public class DistributedLock {
private ZooKeeper zk;
private String lockPath;
public DistributedLock(String zkAddress, int sessionTimeout, String lockPath) throws IOException {
this.zk = new ZooKeeper(zkAddress, sessionTimeout, event -> {
// 处理连接事件
});
this.lockPath = lockPath;
}
public void acquireLock() throws KeeperException, InterruptedException {
String lockNode = zk.create(lockPath + "/lock_", new byte[0], ZooDefs.Ids.OPEN_ACL_UNSAFE, CreateMode.EPHEMERAL_SEQUENTIAL);
System.out.println("Created lock node: " + lockNode);
while (true) {
List children = zk.getChildren(lockPath, false);
Collections.sort(children);
if (lockNode.endsWith(children.get(0))) {
// 获取到锁
System.out.println("Lock acquired by: " + lockNode);
return;
} else {
// 监听前一个节点的删除事件
String previousNode = getPreviousNode(children, lockNode);
Stat stat = zk.exists(lockPath + "/" + previousNode, event -> {
if (event.getType() == Watcher.Event.EventType.NodeDeleted) {
synchronized (this) {
notifyAll();
}
}
});
if (stat != null) {
synchronized (this) {
wait();
}
}
}
}
}
public void releaseLock() throws KeeperException, InterruptedException {
zk.delete(lockPath, -1);
System.out.println("Lock released");
}
public void close() throws InterruptedException {
zk.close();
}
private String getPreviousNode(List children, String currentNode) {
int index = children.indexOf(currentNode.substring(lockPath.length() + 1));
return children.get(index - 1);
}
public static void main(String[] args) {
try {
DistributedLock lock = new DistributedLock("localhost:2181", 3000, "/locks");
lock.acquireLock();
// 执行业务逻辑
lock.releaseLock();
lock.close();
} catch (Exception e) {
e.printStackTrace();
}
}
}
注意事项
- 异常处理:在实际应用中,需要更完善的异常处理机制。
- 性能考虑:ZooKeeper 的写操作相对较慢,因此在高并发场景下需要进行性能测试和优化。
- 连接管理:确保 ZooKeeper 客户端的连接是稳定的,可以考虑使用连接池或重试机制。
通过以上步骤,你可以使用 ZooKeeper 实现一个基本的分布式锁管理机制。
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