https://blog.csdn.net/qq_20597727/article/details/85235602
在这片文章中,使用Jedis clien进行lua脚本的相关操作,同时也使用一部分jedis提供的具有原子性set操作来完成值和过期时间的同时设置。使用lua脚本根本原因也是为了保证我们两个redis操作之间的原子性,使分布式锁更加可靠。
JedisCluster相关代码配置 在博主的实现例子中使用redis集群实现分布式锁,所以在开始分布式锁实现之前需要进行JedisCluster的相关配置。博主是在spring boot的下进行开发,JedisCluster需要做的配置如下。
首先是依赖包引入,如下代码所示。
<dependency> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter-data-redis</artifactId> </dependency>
<dependency> <groupId>redis.clients</groupId> <artifactId>jedis</artifactId> </dependency> 1 2 3 4 5 6 7 8 9 加入必要的配置信息
#redis集群连接配置 spring.redis.cluster.nodes=192.168.0.15:6379,192.168.0.15:6380,192.168.0.15:6381,192.168.0.15:6382,192.168.0.15:6383,192.168.0.15:6384 #redis spring.redis.cluster.max-redirects=6 spring.redis.jedis.pool.max-active=80 spring.redis.jedis.pool.max-idle=30 spring.redis.jedis.pool.max-wait=2000s spring.redis.jedis.pool.min-idle=10 1 2 3 4 5 6 7 8 其次就是JedisCluster的配置方式,单机环境下Jedis也有相应的配置,在此不多说。JedisCluster配置如下。
/** * @author zhoujy * @date 2018年12月19日 **/ @Configuration public class RedisDistributeLockConfig {
@Value("${spring.redis.cluster.nodes}") String redisNodes;
@Bean //定义分布式锁对象,稍后讲解实现 public RedisDistributeLock redisDistributeLock(JedisCluster jedisCluster){ return new RedisDistributeLock(jedisCluster); }
@Bean //定义JedisCluster操作bean public JedisCluster jedisCluster(){ return new JedisCluster(pharseHostAnport()); }
private Set<HostAndPort> pharseHostAnport(){ if (StringUtils.isEmpty(redisNodes)){ throw new RuntimeException("redis nodes can't be null or empty"); } String[] hps = redisNodes.split(","); Set<HostAndPort> hostAndPorts = new HashSet<>(); for (String hp : hps) { String[] hap = hp.split(":"); hostAndPorts.add(new HostAndPort(hap[0], Integer.parseInt(hap[1]))); } return hostAndPorts; } } 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 分布式锁实现 在完成JedisCluster的所需配置之后,可以看看分布式锁的如何实现的
所有代码如下所示。
/** * JedisCluster + lua脚本实现分布式锁 * @author zhoujy * @date 2018年12月19日 **/ public class RedisDistributeLock {
private Logger logger = LoggerFactory.getLogger(RedisDistributeLock.class);
private JedisCluster jedisCluster;
/** * lua脚本:判断锁住值是否为当前线程持有,是的话解锁,不是的话解锁失败 */ private static final String DISTRIBUTE_LOCK_SCRIPT_UNLOCK_VAL = "if" + " redis.call('get', KEYS[1]) == ARGV[1]" + " then" + " return redis.call('del', KEYS[1])" + " else" + " return 0" + " end";
private volatile String unlockSha1 = "";
private static final Long UNLOCK_SUCCESS_CODE = 1L;
private static final String LOCK_SUCCESS_CODE = "ok";
public RedisDistributeLock(JedisCluster jedisCluster) { this.jedisCluster = jedisCluster; }
/** * 根据loopTryTime循环重试 * @param lockKey 锁key * @param lockVal 锁值,用于解锁校验 * @param expiryTime 锁过期时间 * @param loopTryTime 获取失败时,循环重试获取锁的时长 * @return 是否获得锁 */ public boolean tryLock(String lockKey, String lockVal, long expiryTime, long loopTryTime){ Long endTime = System.currentTimeMillis() + loopTryTime; while (System.currentTimeMillis() < endTime){ if (tryLock(lockKey, lockVal, expiryTime)){ return true; } } return false; }
/** * 根据loopTryTime循环重试 * @param lockKey 锁key * @param lockVal 锁值,用于解锁校验 * @param expiryTime 锁过期时间 * @param retryTimes 重试次数 * @param setpTime 每次重试间隔 mills * @return 是否获得锁 */ public boolean tryLock(String lockKey, String lockVal, long expiryTime, int retryTimes, long setpTime){ while (retryTimes > 0){ if (tryLock(lockKey, lockVal, expiryTime)){ return true; } retryTimes--; try { Thread.sleep(setpTime); } catch (InterruptedException e) { logger.error("get distribute lock error" +e.getLocalizedMessage()); } } return false; }
/** * 一次尝试,快速失败。不支持重入 * @param lockKey 锁key * @param lockVal 锁值,用于解锁校验 * @param expiryTime 锁过期时间 MILLS * @return 是否获得锁 */ public boolean tryLock(String lockKey, String lockVal, long expiryTime){ //相比一般的分布式锁,这里把setNx和setExpiry操作合并到一起,jedis保证原子性,避免连个命令之间出现宕机等问题 //这里也可以我们使用lua脚本实现 String result = jedisCluster.set(lockKey, lockVal, "NX", "PX", expiryTime); return LOCK_SUCCESS_CODE.equalsIgnoreCase(result); }
/** * 释放分布式锁,释放失败最可能是业务执行时间长于lockKey过期时间,应当结合业务场景调整过期时间 * @param lockKey 锁key * @param lockVal 锁值 * @return 是否释放成功 */ public boolean tryUnLock(String lockKey, String lockVal){ List<String> keys = new ArrayList<>(); keys.add(lockKey); List<String> argv = new ArrayList<>(); argv.add(lockVal); try { Object result = jedisCluster.evalsha(unlockSha1, keys, argv); return UNLOCK_SUCCESS_CODE.equals(result); }catch (JedisNoScriptException e){ //没有脚本缓存时,重新发送缓存 logger.info("try to store script......"); storeScript(lockKey); Object result = jedisCluster.evalsha(unlockSha1, keys, argv); return UNLOCK_SUCCESS_CODE.equals(result); }catch (Exception e){ e.printStackTrace(); return false; } }
/** * 由于使用redis集群,因此每个节点都需要各自缓存一份脚本数据 * @param slotKey 用来定位对应的slot的slotKey */ public void storeScript(String slotKey){ if (StringUtils.isEmpty(unlockSha1) || !jedisCluster.scriptExists(unlockSha1, slotKey)){ //redis支持脚本缓存,返回哈希码,后续可以继续用来调用脚本 unlockSha1 = jedisCluster.scriptLoad(DISTRIBUTE_LOCK_SCRIPT_UNLOCK_VAL, slotKey); } } } 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 针对上面的代码,逐步分析。
加锁操作 相比一般的redis分布式锁,这里操作jedis的操作方式进行加锁,好处就是Jedis保证set与设置有效期两个操作之间的原子性,避免在set值之后,程序宕机,导致没有设置过期时间,锁就一直被锁住。
这一步操作我们单独使用lua脚本实现也可以,但是幸好jedis已经帮我们进行实现。
/** * 一次尝试,快速失败。不支持重入 * @param lockKey 锁key * @param lockVal 锁值,用于解锁校验 * @param expiryTime 锁过期时间 MILLS * @return 是否获得锁 */ public boolean tryLock(String lockKey, String lockVal, long expiryTime){ //相比一般的分布式锁,这里把setNx和setExpiry操作合并到一起,jedis保证原子性,避免连个命令之间出现宕机等问题 //这里也可以我们使用lua脚本实现 //NX表示setNX操作,PX表示过期时间是mills String result = jedisCluster.set(lockKey, lockVal, "NX", "PX", expiryTime); return LOCK_SUCCESS_CODE.equalsIgnoreCase(result); } 1 2 3 4 5 6 7 8 9 10 11 12 13 14 同时加锁操作也有几个简单的重载实现,分别是重试获取和循环获取锁的重载,根据业务场景适当调整使用。
解锁操作 这里的分布式锁的解锁操作使用lua脚本帮助实现。
我们都知道,分布式锁在解锁时一定需要验证是不是锁的持有者,这种情况下,我们需要进行的操作就有获取key的对应value,然后验证value的值,这个过程,存在一种情况,导致误删别的持有者的锁。分析如下的操作顺序图
上面的操作顺序可能出错的情况就是当lock1尝试释放时,先获取值,判断是否是锁的持有者,如果是,就再发指令删除锁。这个过程可能存在问题就是,lock1在获取值之后,刚好到了有效期了,那么锁可能会在此时被锁竞争者2获得,并且设置锁lock2,然而这时锁竞争者1删除锁的指令刚好重新发送到redis-server,就会误删lock2,导致后续会被其他锁竞争者3获取,发送不可知业务错误。
使用lua脚本的好处就是保证redis指令之间执行的原子性,把get和del执行放在脚本中,保证不会误删别的锁竞争者的锁,假如刚好出现get之后锁值过期,最多就是del操作结果为0,不会出现误删结果。
/** * 释放分布式锁,释放失败最可能是业务执行时间长于lockKey过期时间,应当结合业务场景调整过期时间 * @param lockKey 锁key * @param lockVal 锁值 * @return 是否释放成功 */ public boolean tryUnLock(String lockKey, String lockVal){ List<String> keys = new ArrayList<>(); keys.add(lockKey); List<String> argv = new ArrayList<>(); argv.add(lockVal); try { Object result = jedisCluster.evalsha(unlockSha1, keys, argv); return UNLOCK_SUCCESS_CODE.equals(result); }catch (JedisNoScriptException e){ //没有脚本缓存时,重新发送脚本并缓存 logger.info("try to store script......"); storeScript(lockKey); //重试获取 Object result = jedisCluster.evalsha(unlockSha1, keys, argv); return UNLOCK_SUCCESS_CODE.equals(result); }catch (Exception e){ e.printStackTrace(); return false; } } 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 解锁脚本
/** * lua脚本:判断锁住值是否为当前线程持有,是的话解锁,不是的话解锁失败 */ private static final String DISTRIBUTE_LOCK_SCRIPT_UNLOCK_VAL = "if" + " redis.call('get', KEYS[1]) == ARGV[1]" + " then" + " return redis.call('del', KEYS[1])" + " else" + " return 0" + " end"; 1 2 3 4 5 6 7 8 9 10 lua脚本缓存 在redis集群中,为了避免重复发送脚本数据浪费网络资源,可以使用script load命令进行脚本数据缓存,并且返回一个哈希码作为脚本的调用句柄,每次调用脚本只需要发送哈希码来调用即可。
127.0.0.1:6381> script load "if redis.call('get', KEYS[1]) == ARGV[1] then return redis.call('del', KEYS[1]) else return 0 end" "e9f69f2beb755be68b5e456ee2ce9aadfbc4ebf4" 1 2 上面是在redis-cli中缓存脚本的方式,在程序中,存储lua脚本的方式是如下所示。使用jedis可以很方便就完成脚本缓存,先判断脚本缓存是否存在,不存在就进行脚本数据缓存并且保存哈希码,以备接下来调用脚本。
注意事项:需要注意的是,在redis集群环境下,每个节点都需要进行一份脚本缓存,否则就会出现
NOSCRIPT No matching script. Please use EVAL. 1 错误,因此我在程序中加了处理。
/** * 由于使用redis集群,因此每个节点都需要各自缓存一份脚本数据 * @param slotKey 用来定位对应的slot的slotKey */ public void storeScript(String slotKey){ if (StringUtils.isEmpty(unlockSha1) || !jedisCluster.scriptExists(unlockSha1, slotKey)){ //redis支持脚本缓存,返回哈希码,后续可以继续用来调用脚本 unlockSha1 = jedisCluster.scriptLoad(DISTRIBUTE_LOCK_SCRIPT_UNLOCK_VAL, slotKey); } } 1 2 3 4 5 6 7 8 9 10 slotKey就是我们set值时的key,redis根据crc16函数 计算key应该对应哪一个slot,如果slot所在的redis节点没有缓存脚本数据就会报处NOSCRIPT No matching script. Please use EVAL.异常,因此当捕捉到这个异常时,我们在代码中重新发送脚本数据进行缓存即可。
/** * 释放分布式锁,释放失败最可能是业务执行时间长于lockKey过期时间,应当结合业务场景调整过期时间 * @param lockKey 锁key * @param lockVal 锁值 * @return 是否释放成功 */ public boolean tryUnLock(String lockKey, String lockVal){ List<String> keys = new ArrayList<>(); keys.add(lockKey); List<String> argv = new ArrayList<>(); argv.add(lockVal); try { Object result = jedisCluster.evalsha(unlockSha1, keys, argv); return UNLOCK_SUCCESS_CODE.equals(result); }catch (JedisNoScriptException e){ //没有脚本缓存时,重新发送脚本并缓存 //根据lockkey计算slot,在对应redis节点重新缓存一份脚本数据 logger.info("try to store script......"); storeScript(lockKey); //重试获取 Object result = jedisCluster.evalsha(unlockSha1, keys, argv); return UNLOCK_SUCCESS_CODE.equals(result); }catch (Exception e){ e.printStackTrace(); return false; } } 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 以上就是redis集群+lua脚本实现分布式锁的方式。
测试用例 @RunWith(SpringRunner.class) @SpringBootTest(classes = {ActivityServiceApplication.class}) @Slf4j public class ActivityServiceApplicationTests {
@Resource private RedisDistributeLock redisDistributeLock; @Test public void testRedislock() throws InterruptedException { for(int i=0;i < 50;i++){ int finalI = i; new Thread(() ->{ if (redisDistributeLock.tryLock("TEST_LOCK_KEY", "TEST_LOCK_VAL_"+ finalI, 1000* 100, 1000*20)){ try { log.warn("get lock successfully with lock value:-----" + "TEST_LOCK_VAL_"+ finalI); Thread.sleep(2000); if (!redisDistributeLock.tryUnLock("TEST_LOCK_KEY", "TEST_LOCK_VAL_"+ finalI)){ throw new RuntimeException("release lock fail"); } log.warn("release lock successfully with lock value:-----" + "TEST_LOCK_VAL_"+ finalI); } catch (InterruptedException e) { e.printStackTrace(); } }else { log.warn("get lock fail with lock value:-----" + "TEST_LOCK_VAL_"+ finalI); } }).start(); }
Thread.sleep(1000*1000); }
} 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 设置50个线程尝试获取分布式锁,每个线程尝试时间为20秒;获取到锁的线程,sleep2秒,然后释放锁。
最终会出现,10个线程能够依次获得锁,40个线程获取锁超时失败。
2018-12-24 15:35:16.462 WARN 42580 --- [ Thread-61] g.learn.ActivityServiceApplicationTests : get lock successfully with lock value:-----TEST_LOCK_VAL_47 2018-12-24 15:35:18.710 WARN 42580 --- [ Thread-61] g.learn.ActivityServiceApplicationTests : release lock successfully with lock value:-----TEST_LOCK_VAL_47 2018-12-24 15:35:18.711 WARN 42580 --- [ Thread-14] g.learn.ActivityServiceApplicationTests : get lock successfully with lock value:-----TEST_LOCK_VAL_0 2018-12-24 15:35:20.788 WARN 42580 --- [ Thread-14] g.learn.ActivityServiceApplicationTests : release lock successfully with lock value:-----TEST_LOCK_VAL_0 2018-12-24 15:35:20.789 WARN 42580 --- [ Thread-51] g.learn.ActivityServiceApplicationTests : get lock successfully with lock value:-----TEST_LOCK_VAL_37 2018-12-24 15:35:22.831 WARN 42580 --- [ Thread-47] g.learn.ActivityServiceApplicationTests : get lock successfully with lock value:-----TEST_LOCK_VAL_33 2018-12-24 15:35:22.831 WARN 42580 --- [ Thread-51] g.learn.ActivityServiceApplicationTests : release lock successfully with lock value:-----TEST_LOCK_VAL_37 2018-12-24 15:35:25.177 WARN 42580 --- [ Thread-47] g.learn.ActivityServiceApplicationTests : release lock successfully with lock value:-----TEST_LOCK_VAL_33 2018-12-24 15:35:25.177 WARN 42580 --- [ Thread-55] g.learn.ActivityServiceApplicationTests : get lock successfully with lock value:-----TEST_LOCK_VAL_41 2018-12-24 15:35:27.227 WARN 42580 --- [ Thread-55] g.learn.ActivityServiceApplicationTests : release lock successfully with lock value:-----TEST_LOCK_VAL_41 2018-12-24 15:35:27.228 WARN 42580 --- [ Thread-36] g.learn.ActivityServiceApplicationTests : get lock successfully with lock value:-----TEST_LOCK_VAL_22 2018-12-24 15:35:29.586 WARN 42580 --- [ Thread-36] g.learn.ActivityServiceApplicationTests : release lock successfully with lock value:-----TEST_LOCK_VAL_22 2018-12-24 15:35:29.587 WARN 42580 --- [ Thread-35] g.learn.ActivityServiceApplicationTests : get lock successfully with lock value:-----TEST_LOCK_VAL_21 2018-12-24 15:35:31.609 WARN 42580 --- [ Thread-35] g.learn.ActivityServiceApplicationTests : release lock successfully with lock value:-----TEST_LOCK_VAL_21 2018-12-24 15:35:31.610 WARN 42580 --- [ Thread-28] g.learn.ActivityServiceApplicationTests : get lock successfully with lock value:-----TEST_LOCK_VAL_14 2018-12-24 15:35:34.071 WARN 42580 --- [ Thread-28] g.learn.ActivityServiceApplicationTests : release lock successfully with lock value:-----TEST_LOCK_VAL_14 2018-12-24 15:35:34.071 WARN 42580 --- [ Thread-31] g.learn.ActivityServiceApplicationTests : get lock successfully with lock value:-----TEST_LOCK_VAL_17 2018-12-24 15:35:36.089 WARN 42580 --- [ Thread-31] g.learn.ActivityServiceApplicationTests : release lock successfully with lock value:-----TEST_LOCK_VAL_17 2018-12-24 15:35:36.089 WARN 42580 --- [ Thread-54] g.learn.ActivityServiceApplicationTests : get lock successfully with lock value:-----TEST_LOCK_VAL_40 2018-12-24 15:35:36.449 WARN 42580 --- [ Thread-60] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_46 2018-12-24 15:35:36.450 WARN 42580 --- [ Thread-52] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_38 2018-12-24 15:35:36.450 WARN 42580 --- [ Thread-56] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_42 2018-12-24 15:35:36.450 WARN 42580 --- [ Thread-59] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_45 2018-12-24 15:35:36.453 WARN 42580 --- [ Thread-38] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_24 2018-12-24 15:35:36.453 WARN 42580 --- [ Thread-37] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_23 2018-12-24 15:35:36.453 WARN 42580 --- [ Thread-45] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_31 2018-12-24 15:35:36.453 WARN 42580 --- [ Thread-43] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_29 2018-12-24 15:35:36.453 WARN 42580 --- [ Thread-49] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_35 2018-12-24 15:35:36.453 WARN 42580 --- [ Thread-39] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_25 2018-12-24 15:35:36.453 WARN 42580 --- [ Thread-34] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_20 2018-12-24 15:35:36.454 WARN 42580 --- [ Thread-16] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_2 2018-12-24 15:35:36.454 WARN 42580 --- [ Thread-26] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_12 2018-12-24 15:35:36.454 WARN 42580 --- [ Thread-21] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_7 2018-12-24 15:35:36.454 WARN 42580 --- [ Thread-22] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_8 2018-12-24 15:35:36.454 WARN 42580 --- [ Thread-15] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_1 2018-12-24 15:35:36.454 WARN 42580 --- [ Thread-27] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_13 2018-12-24 15:35:36.454 WARN 42580 --- [ Thread-17] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_3 2018-12-24 15:35:36.455 WARN 42580 --- [ Thread-25] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_11 2018-12-24 15:35:36.455 WARN 42580 --- [ Thread-62] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_48 2018-12-24 15:35:36.455 WARN 42580 --- [ Thread-57] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_43 2018-12-24 15:35:36.455 WARN 42580 --- [ Thread-40] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_26 2018-12-24 15:35:36.455 WARN 42580 --- [ Thread-33] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_19 2018-12-24 15:35:36.455 WARN 42580 --- [ Thread-30] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_16 2018-12-24 15:35:36.455 WARN 42580 --- [ Thread-41] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_27 2018-12-24 15:35:36.455 WARN 42580 --- [ Thread-42] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_28 2018-12-24 15:35:36.456 WARN 42580 --- [ Thread-48] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_34 2018-12-24 15:35:36.456 WARN 42580 --- [ Thread-63] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_49 2018-12-24 15:35:36.456 WARN 42580 --- [ Thread-29] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_15 2018-12-24 15:35:36.456 WARN 42580 --- [ Thread-32] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_18 2018-12-24 15:35:36.456 WARN 42580 --- [ Thread-50] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_36 2018-12-24 15:35:36.456 WARN 42580 --- [ Thread-46] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_32 2018-12-24 15:35:36.456 WARN 42580 --- [ Thread-19] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_5 2018-12-24 15:35:36.456 WARN 42580 --- [ Thread-20] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_6 2018-12-24 15:35:36.456 WARN 42580 --- [ Thread-53] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_39 2018-12-24 15:35:36.457 WARN 42580 --- [ Thread-23] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_9 2018-12-24 15:35:36.457 WARN 42580 --- [ Thread-58] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_44 2018-12-24 15:35:36.457 WARN 42580 --- [ Thread-18] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_4 2018-12-24 15:35:36.457 WARN 42580 --- [ Thread-24] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_10 2018-12-24 15:35:36.457 WARN 42580 --- [ Thread-44] g.learn.ActivityServiceApplicationTests : get lock fail with lock value:-----TEST_LOCK_VAL_30 2018-12-24 15:35:38.091 WARN 42580 --- [ Thread-54] g.learn.ActivityServiceApplicationTests : release lock successfully with lock value:-----TEST_LOCK_VAL_40
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