深入解析Redis中的分布式锁

发布日期： 2021-10-26 阅读量： 作者： 青灯夜游

本篇文章给大家主要带大家了解一下redis中分布式锁的实现和代码解析，希望对大家有所帮助！

Redis 分布式锁

大家项目中都会使用到分布式锁把，通常用来做数据的有序操作场景，比如一笔订单退款（如果可以退多次的情况）。或者用户多端下单。【相关推荐：Redis视频教程】

Maven 依赖

我主要是基于 Spring-Boot 2.1.2 + Jedis 进行实现



    4.0.0

    
        org.springframework.boot
        spring-boot-starter-parent
        2.1.2.RELEASE
    

    cn.edu.cqvie
    redis-lock
    1.0-SNAPSHOT

    
        UTF-8
        1.8
        2.9.0
        5.0.7
    

    
        
            org.springframework.boot
            spring-boot-autoconfigure
        
        
            org.springframework.data
            spring-data-redis
        
        
            redis.clients
            jedis
            ${redis.version}
        

        
            org.springframework.boot
            spring-boot-starter-logging
        
        
            org.slf4j
            log4j-over-slf4j
        

        
            org.springframework.boot
            spring-boot-starter-test
            test
        
    

    
        
            
                org.springframework.boot
                spring-boot-maven-plugin

配置文件

application.properties 配置文件内容如下：

spring.redis.host=127.0.0.1
spring.redis.port=6379
spring.redis.password=
spring.redis.timeout=30000
spring.redis.jedis.pool.max-active=8
spring.redis.jedis.pool.min-idle=2
spring.redis.jedis.pool.max-idle=4


logging.level.root=INFO

接口定义

接口定义，对于锁我们核心其实就连个方法 lock 和 unlock.

public interface RedisLock {

    long TIMEOUT_MILLIS = 30000;

    int RETRY_MILLIS = 30000;

    long SLEEP_MILLIS = 10;

    boolean tryLock(String key);

    boolean lock(String key);

    boolean lock(String key, long expire);

    boolean lock(String key, long expire, long retryTimes);

    boolean unlock(String key);
}

分布式锁实现

我的实现方式是通过 setnx 方式实现了，如果存在 tryLock 逻辑的话，会通过 自旋 的方式重试

// AbstractRedisLock.java 抽象类
public abstract class AbstractRedisLock implements RedisLock {

    @Override
    public boolean lock(String key) {
        return lock(key, TIMEOUT_MILLIS);
    }

    @Override
    public boolean lock(String key, long expire) {
        return lock(key, TIMEOUT_MILLIS, RETRY_MILLIS);
    }
}

// 具体实现
@Component
public class RedisLockImpl extends AbstractRedisLock {

    private Logger logger = LoggerFactory.getLogger(getClass());

    @Autowired
    private RedisTemplate redisTemplate;
    private ThreadLocal threadLocal = new ThreadLocal();
    private static final String UNLOCK_LUA;

    static {
        StringBuilder sb = new StringBuilder();
        sb.append("if redis.call(\"get\",KEYS[1]) == ARGV[1] ");
        sb.append("then ");
        sb.append("    return redis.call(\"del\",KEYS[1]) ");
        sb.append("else ");
        sb.append("    return 0 ");
        sb.append("end ");
        UNLOCK_LUA = sb.toString();

    }

    @Override
    public boolean tryLock(String key) {
        return tryLock(key, TIMEOUT_MILLIS);
    }

    public boolean tryLock(String key, long expire) {
        try {
            return !StringUtils.isEmpty(redisTemplate.execute((RedisCallback) connection -> {
                JedisCommands commands = (JedisCommands) connection.getNativeConnection();
                String uuid = UUID.randomUUID().toString();
                threadLocal.set(uuid);
                return commands.set(key, uuid, "NX", "PX", expire);
            }));
        } catch (Throwable e) {
            logger.error("set redis occurred an exception", e);
        }
        return false;
    }

    @Override
    public boolean lock(String key, long expire, long retryTimes) {
        boolean result = tryLock(key, expire);

        while (!result && retryTimes-- > 0) {
            try {
                logger.debug("lock failed, retrying...{}", retryTimes);
                Thread.sleep(SLEEP_MILLIS);
            } catch (InterruptedException e) {
                return false;
            }
            result = tryLock(key, expire);
        }
        return result;
    }

    @Override
    public boolean unlock(String key) {
        try {
            List keys = Collections.singletonList(key);
            List args = Collections.singletonList(threadLocal.get());
            Long result = redisTemplate.execute((RedisCallback) connection -> {
                Object nativeConnection = connection.getNativeConnection();

                if (nativeConnection instanceof JedisCluster) {
                    return (Long) ((JedisCluster) nativeConnection).eval(UNLOCK_LUA, keys, args);
                }
                if (nativeConnection instanceof Jedis) {
                    return (Long) ((Jedis) nativeConnection).eval(UNLOCK_LUA, keys, args);
                }
                return 0L;
            });
            return result != null && result > 0;
        } catch (Throwable e) {
            logger.error("unlock occurred an exception", e);
        }
        return false;
    }
}

测试代码

最后再来看看如何使用吧. (下面是一个模拟秒杀的场景)

@RunWith(SpringRunner.class)
@SpringBootTest
public class RedisLockImplTest {

    private Logger logger = LoggerFactory.getLogger(getClass());
    @Autowired
    private RedisLock redisLock;
    @Autowired
    private StringRedisTemplate redisTemplate;
    private ExecutorService executors = Executors.newScheduledThreadPool(8);

    @Test
    public void lock() {
        // 初始化库存
        redisTemplate.opsForValue().set("goods-seckill", "10");
        List futureList = new ArrayList<>();

        for (int i = 0; i < 100; i++) {
            futureList.add(executors.submit(this::seckill));
            try {
                Thread.sleep(100);
            } catch (InterruptedException e) {
                e.printStackTrace();
            }
        }

        // 等待结果，防止主线程退出
        futureList.forEach(action -> {
            try {
                action.get();
            } catch (InterruptedException | ExecutionException e) {
                e.printStackTrace();
            }
        });

    }

    public int seckill() {
        String key = "goods";
        try {
            redisLock.lock(key);
            int num = Integer.valueOf(Objects.requireNonNull(redisTemplate.opsForValue().get("goods-seckill")));
            if (num > 0) {
                redisTemplate.opsForValue().set("goods-seckill", String.valueOf(--num));
                logger.info("秒杀成功，剩余库存：{}", num);
            } else {
                logger.error("秒杀失败，剩余库存：{}", num);
            }
            return num;
        } catch (Throwable e) {
            logger.error("seckill exception", e);
        } finally {
            redisLock.unlock(key);
        }
        return 0;
    }
}

总结

本文是 Redis 锁的一种简单的实现方式，基于 jedis 实现了锁的重试操作。但是缺点还是有的，不支持锁的自动续期，锁的重入，以及公平性（目前通过自旋的方式实现，相当于是非公平的方式）。

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深入解析Redis中的分布式锁

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