• 12 分布式锁加入看门狗


    1、看门狗的流程图

    在这里插入图片描述

    2、看门狗的代码实现
    /**
     *
     *类说明:Redis的key-value结构
     */
    public class LockItem {
        private final String key;
        private final String value;
    
        public LockItem(String key, String value) {
            this.key = key;
            this.value = value;
        }
    
        public String getKey() {
            return key;
        }
    
        public String getValue() {
            return value;
        }
    }
    
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    import java.util.concurrent.Delayed;
    import java.util.concurrent.TimeUnit;
    
    /**
     *
     *类说明:存放到延迟队列的元素,比标准的delay的实现要提前一点时间
     */
    public class ItemVo<T> implements Delayed{
    
        /*到期时刻  20:00:35,234*/
        private long activeTime;
        /*业务数据,泛型*/
        private T data;
    
    	/*传入的数值代表过期的时长,单位毫秒,需要乘1000转换为毫秒和到期时间
    	* 同时提前100毫秒续期,具体的时间可以自己决定*/
    	public ItemVo(long expirationTime, T data) {
    		super();
    		this.activeTime = expirationTime+System.currentTimeMillis()-100;
    		this.data = data;
    	}
    
    	public long getActiveTime() {
    		return activeTime;
    	}
    
    	public T getData() {
    		return data;
    	}
    	
    	/**
    	 * 返回元素到激活时刻的剩余时长
    	 */
    	public long getDelay(TimeUnit unit) {
    		long d = unit.convert(this.activeTime
    						- System.currentTimeMillis(),unit);
    		return d;
    	}
    
    	/**按剩余时长排序*/
    	public int compareTo(Delayed o) {
            long d = (getDelay(TimeUnit.MILLISECONDS)
    				-o.getDelay(TimeUnit.MILLISECONDS));
            if (d==0){
            	return 0;
    		}else{
            	if (d<0){
            		return -1;
    			}else{
            		return  1;
    			}
    		}
    	}
    
    }
    
    
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    核心代码

    import org.springframework.beans.factory.annotation.Autowired;
    import org.springframework.stereotype.Component;
    import redis.clients.jedis.Jedis;
    import redis.clients.jedis.JedisPool;
    import redis.clients.jedis.params.SetParams;
    
    import javax.annotation.PreDestroy;
    import java.util.Arrays;
    import java.util.UUID;
    import java.util.concurrent.DelayQueue;
    import java.util.concurrent.TimeUnit;
    import java.util.concurrent.locks.Condition;
    import java.util.concurrent.locks.Lock;
    
    /**
     * 分布式锁,附带看门狗线程的实现:加锁,保持锁1秒
     */
    @Component
    public class RedisDistLockWithDog implements Lock {
    	
    	//加锁的时间
        private final static int LOCK_TIME = 1*1000;
        private final static String LOCK_TIME_STR = String.valueOf(LOCK_TIME);
        
        //key的开头,用于标记是分布式锁使用
        private final static String RS_DISTLOCK_NS = "tdln2:";
        
        //释放锁的lua,释放的时候保持原子性
        private final static String RELEASE_LOCK_LUA =
                "if redis.call('get',KEYS[1])==ARGV[1] then\n" +
                        "        return redis.call('del', KEYS[1])\n" +
                        "    else return 0 end";
        
        /*还有并发问题,考虑ThreadLocal*/
        private ThreadLocal<String> lockerId = new ThreadLocal<>();
    
        private Thread ownerThread;
        private String lockName = "lock";
    
        @Autowired
        private JedisPool jedisPool;
    
        public String getLockName() {
            return lockName;
        }
    
        public void setLockName(String lockName) {
            this.lockName = lockName;
        }
    
        public Thread getOwnerThread() {
            return ownerThread;
        }
    
        public void setOwnerThread(Thread ownerThread) {
            this.ownerThread = ownerThread;
        }
    	
    	//加锁的入口
        @Override
        public void lock() {
    		//自璇
            while(!tryLock()){
                try {
                    Thread.sleep(100);
                } catch (InterruptedException e) {
                    e.printStackTrace();
                }
            }
        }
    
        @Override
        public void lockInterruptibly() throws InterruptedException {
            throw new UnsupportedOperationException("不支持可中断获取锁!");
        }
        
        //具体的加锁逻辑
        @Override
        public boolean tryLock() {
            Thread t=Thread.currentThread();
            /*说明本线程正在持有锁*/
            if(ownerThread==t) {
                return true;
            }else if(ownerThread!=null){/*说明本进程中有别的线程正在持有分布式锁*/
                return false;
            }
            Jedis jedis = null;
            try {
                jedis = jedisPool.getResource();
                /*每一个锁的持有人都分配一个唯一的id,也可采用snowflake算法*/
                String id = UUID.randomUUID().toString();
    
                SetParams params = new SetParams();
                params.px(LOCK_TIME); //加锁时间1s
                params.nx();
                //synchronized是为了防止本地多个线程争抢
                synchronized (this){
    				//加锁
                    if ((ownerThread==null)&&
                            "OK".equals(jedis.set(RS_DISTLOCK_NS+lockName,id,params))) {
                        lockerId.set(id);
                        setOwnerThread(t);
                        if(expireThread == null){//看门狗线程启动
                            expireThread = new Thread(new ExpireTask(),"expireThread");
                            expireThread.setDaemon(true);//设置为守护线程
                            expireThread.start();
                        }
                        //往延迟阻塞队列中加入元素(让看门口可以在过期之前一点点的时间去做锁的续期)
                        delayDog.add(new ItemVo<>((int)LOCK_TIME,new LockItem(lockName,id)));
                        System.out.println(Thread.currentThread().getName()+"已获得锁----");
                        return true;
                    }else{
                        System.out.println(Thread.currentThread().getName()+"无法获得锁----");
                        return false;
                    }
                }
            } catch (Exception e) {
                throw new RuntimeException("分布式锁尝试加锁失败!",e);
            } finally {
                jedis.close();
            }
        }
    
        @Override
        public boolean tryLock(long time, TimeUnit unit) throws InterruptedException {
            throw new UnsupportedOperationException("不支持等待尝试获取锁!");
        }
    
        @Override
        public void unlock() {
            if(ownerThread!=Thread.currentThread()) {
                throw new RuntimeException("试图释放无所有权的锁!");
            }
            Jedis jedis = null;
            try {
                jedis = jedisPool.getResource();
                Long result = (Long)jedis.eval(RELEASE_LOCK_LUA,
                        Arrays.asList(RS_DISTLOCK_NS+lockName),
                        Arrays.asList(lockerId.get()));
                System.out.println(result);
                if(result.longValue()!=0L){
                    System.out.println("Redis上的锁已释放!");
                }else{
                    System.out.println("Redis上的锁释放失败!");
                }
            } catch (Exception e) {
                throw new RuntimeException("释放锁失败!",e);
            } finally {
                if(jedis!=null) jedis.close();
                lockerId.remove();
                setOwnerThread(null);
            }
        }
    
        @Override
        public Condition newCondition() {
            throw new UnsupportedOperationException("不支持等待通知操作!");
        }
    
        /*看门狗线程*/
        private Thread expireThread;
        //通过delayDog 避免无谓的轮询,减少看门狗线程的轮序次数   阻塞延迟队列   刷1  没有刷2
        private static DelayQueue<ItemVo<LockItem>> delayDog = new DelayQueue<>();
        //续锁逻辑:判断是持有锁的线程才能续锁
        private final static String DELAY_LOCK_LUA =
                "if redis.call('get',KEYS[1])==ARGV[1] then\n" +
                        "        return redis.call('pexpire', KEYS[1],ARGV[2])\n" +
                        "    else return 0 end";
        private class ExpireTask implements Runnable{
    
            @Override
            public void run() {
                System.out.println("看门狗线程已启动......");
                while(!Thread.currentThread().isInterrupted()) {
                    try {
                        LockItem lockItem = delayDog.take().getData();//只有元素快到期了才能take到  0.9s
                        Jedis jedis = null;
                        try {
                            jedis = jedisPool.getResource();
                            Long result = (Long)jedis.eval(DELAY_LOCK_LUA,
                                    Arrays.asList(RS_DISTLOCK_NS+lockItem.getKey ()),
                                    Arrays.asList(lockItem.getValue(),LOCK_TIME_STR));
                            if(result.longValue()==0L){
                                System.out.println("Redis上的锁已释放,无需续期!");
                            }else{
                                delayDog.add(new ItemVo<>((int)LOCK_TIME,
                                        new LockItem(lockItem.getKey(),lockItem.getValue())));
                                System.out.println("Redis上的锁已续期:"+LOCK_TIME);
                            }
                        } catch (Exception e) {
                            throw new RuntimeException("锁续期失败!",e);
                        } finally {
                            if(jedis!=null) jedis.close();
                        }
                    } catch (InterruptedException e) {
                        System.out.println("看门狗线程被中断");
                        break;
                    }
                }
                System.out.println("看门狗线程准备关闭......");
            }
        }
    
    //    @PostConstruct
    //    public void initExpireThread(){
    //
    //    }
    
        @PreDestroy
        public void closeExpireThread(){
            if(null!=expireThread){
                expireThread.interrupt();
            }
        }
    }
    
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    测试:

    @SpringBootTest
    public class TestRedisDistLockWithDog {
    
        @Autowired
        private RedisDistLockWithDog redisDistLockWithDog;
        private int count = 0;
    
    
        @Test
        public void testLockWithDog() throws InterruptedException {
            int clientCount =3;
            CountDownLatch countDownLatch = new CountDownLatch(clientCount);
            ExecutorService executorService = Executors.newFixedThreadPool(clientCount);
            for (int i = 0;i<clientCount;i++){
                executorService.execute(() -> {
                    try {
                        redisDistLockWithDog.lock(); //锁的有效时间1秒
                        System.out.println(Thread.currentThread().getName()+"准备进行累加。");
                        Thread.sleep(2000);
                        count++;
                    } catch (InterruptedException e) {
                        e.printStackTrace();
                    } finally {
                        redisDistLockWithDog.unlock();
                    }
                    countDownLatch.countDown();
                });
            }
            countDownLatch.await();
            System.out.println(count);
        }
    
        @Test
        public void testTryLock2() {
            int clientCount =1000;
            for (int i = 0;i<clientCount;i++) {
                if (redisDistLockWithDog.tryLock()) {
                    System.out.println("已获得锁!");
                    redisDistLockWithDog.unlock();
                } else {
                    System.out.println("未能获得锁!");
                }
            }
        }
    
    }
    
    
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    3、数据同步问题

    在redis的主从部署架构下,由于主从之间的数据同步是异步线程来进行的,所以存在以下场景需要考虑:
    当分布式锁加在主库上的时候,数据还没有同步至从库的时候,主库便宕机了,当哨兵机制从新指定了一个从库为主库的时候,此时从节点上并没有锁.
    解决方案:红锁
    在这里插入图片描述
    在这里插入图片描述

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  • 原文地址:https://blog.csdn.net/weixin_39563769/article/details/134533690