1、分布式锁作用及其原理
- 为什么要有分布式锁 ?
分布式服务中,如果各个服务节点需要去竞争资源,没办法使用单机多线程中JDK自带的锁,故此时需要分布式锁来协调。 - 企业中有哪些常见的手段来实现分布式锁 ?
zookeeper、redis、memcache - 分布式锁的原理
zookeeper去创建相应的节点,创建成功,则表示获取到相应的锁,创建失败,则表示获取锁失败 redis、memcache:对应的去设置一个值做为锁的一标志,每次获取锁的时候,判断对应的值是否存在,存在则无法获取,不存在,则设置相应的值,表示获取到锁。(redis 使用setnx,memcache使用add)
2、基于zk实现分布式锁的多种方式
- 注意事项: 创建节点的时候,一定要创建临时节点,避免应用获取到锁后,宕机,导致锁一直被持有。
- 具体方式如图:
3、实战–基于zk原生的api实现分布式锁
- 添加zk依赖
<dependency>
<groupId>org.apache.zookeeper</groupId>
<artifactId>zookeeper</artifactId>
<version>3.4.13</version>
</dependency>
- 注意点
原生api不支持递归创建节点
如果是单一应用,尽量不要使用分布式锁
demo:
ZkLock.java
package com.demo.lock;
import org.apache.zookeeper.*;
import java.io.IOException;
import java.util.concurrent.CountDownLatch;
/**
* 基于zk实现分布式锁
*/
public class ZkLock {
private ZooKeeper zooKeeper;
private static CountDownLatch countDownLatch = new CountDownLatch(1);
private ZkLock() {
try {
zooKeeper = new ZooKeeper("192.1.1.101:2181,192.1.1.102:2181,192.1.1.103:2181", 5000, new ZkWatcher());
System.out.println(zooKeeper.getState());
try {
countDownLatch.await();
} catch (InterruptedException e) {
e.printStackTrace();
}
System.out.println("与zk建立连接=====>"+zooKeeper.getState());
} catch (IOException e) {
e.printStackTrace();
}
}
public static ZkLock getInstance() {
return Singleton.getInstance();
}
private class ZkWatcher implements Watcher {
@Override
public void process(WatchedEvent event) {
System.out.println("接收到监听事件=====》"+event);
if (Event.KeeperState.SyncConnected == event.getState()) {
countDownLatch.countDown();
}
}
}
public void lock(Integer id) {
String path = "/xdclass-product-lock-" + id;
//创建临时节点,如果创建成功的话,就表示获取锁,如果失败,则不断尝试
try {
zooKeeper.create(path,"".getBytes(),ZooDefs.Ids.OPEN_ACL_UNSAFE, CreateMode.EPHEMERAL);
System.out.println("成功获取到锁");
} catch (Exception e) {
while (true) {
try {
Thread.sleep(500L);
} catch (InterruptedException e1) {
e1.printStackTrace();
}
try {
zooKeeper.create(path,"".getBytes(),ZooDefs.Ids.OPEN_ACL_UNSAFE, CreateMode.EPHEMERAL);
} catch (Exception e1) {
continue;
}
break;
}
}
}
/**
* 释放锁,直接删除zk节点
* @param id
*/
public void unLock(Integer id) {
String path = "/xdclass-product-lock-" + id;
try {
zooKeeper.delete(path,-1);
} catch (InterruptedException e) {
e.printStackTrace();
} catch (KeeperException e) {
e.printStackTrace();
}
}
private static class Singleton {
private static ZkLock instance;
static {
instance = new ZkLock();
}
private static ZkLock getInstance() {
return instance;
}
}
}
UnSafeThread.java
package com.demo.lock;
import java.util.concurrent.CountDownLatch;
/**
* 线程不安全操作代码实例
*/
public class UnSafeThread {
private static int num = 0;
private static CountDownLatch countDownLatch = new CountDownLatch(10);
private static ZkLock lock = ZkLock.getInstance();
/**y
* 每次调用对num进行++操作
*/
public static void inCreate() {
lock.lock(1);
num++;
System.out.println(num);
lock.unLock(1);
}
public static void test() {
System.out.println(Thread.currentThread().getName());
}
public static void main(String[] args) {
for (int i = 0; i < 10; i++) {
new Thread(() -> {
for (int j = 0; j < 100; j++) {
inCreate();
try {
Thread.sleep(10);
} catch (InterruptedException e) {
e.printStackTrace();
}
}
//每个线程执行完成之后,调用countdownLatch
countDownLatch.countDown();
}).start();
}
while (true) {
if (countDownLatch.getCount() == 0) {
System.out.println(num);
break;
}
}
}
}