redis源码笔记 - redis对过期值的处理(in redis.c)

redis允许对key设置超时时间,实现过期key的自动淘汰。这篇blog分析下,其自适应(adaptive)的淘汰机制。

redis每隔100ms定时执行的循环(serverCron function)里有如下语句:

 655     /* Expire a few keys per cycle, only if this is a master. 656      * On slaves we wait for DEL operations synthesized by the master 657      * in order to guarantee a strict consistency. */ 658     if (server.masterhost == NULL) activeExpireCycle();

正如文中注释所示,只有master执行expire cycle,slave会等候由master传递的DEL消息,保证master-slave在过期值处理上的一致性。(后边代码会看到,redis对过期值的选择是随机抽取的,master-slave完全可能抽取不同的值,因此要求master通过DEL消息实现同步,同时这种expire机制也是不可靠的expire,即key超时后有可能不会被删除)。

activeExpireCycle函数如下:

477 /* Try to expire a few timed out keys. The algorithm used is adaptive and 478  * will use few CPU cycles if there are few expiring keys, otherwise 479  * it will get more aggressive to avoid that too much memory is used by 480  * keys that can be removed from the keyspace. */ 481 void activeExpireCycle(void) { 482     int j; 483  484     for (j = 0; j < server.dbnum; j++) { 485         int expired; 486         redisDb *db = server.db+j; 487  488         /* Continue to expire if at the end of the cycle more than 25% 489          * of the keys were expired. */ 490         do { 491             long num = dictSize(db->expires); 492             time_t now = time(NULL); 493  494             expired = 0; 495             if (num > REDIS_EXPIRELOOKUPS_PER_CRON) 496                 num = REDIS_EXPIRELOOKUPS_PER_CRON; 497             while (num--) { 498                 dictEntry *de; 499                 time_t t; 500  501                 if ((de = dictGetRandomKey(db->expires)) == NULL) break; 502                 t = (time_t) dictGetEntryVal(de); 503                 if (now > t) { 504                     sds key = dictGetEntryKey(de); 505                     robj *keyobj = createStringObject(key,sdslen(key)); 506  507                     propagateExpire(db,keyobj);     //将删除操作传播给各个slaves,在此之前,还将del操作记录aof 508                     dbDelete(db,keyobj);   //这个函数先从db->expires中删除,然后删除db->dict 509                     decrRefCount(keyobj); 510                     expired++; 511                     server.stat_expiredkeys++; 512                 } 513             } 514         } while (expired > REDIS_EXPIRELOOKUPS_PER_CRON/4); 515     } 516 }

ExpireCycle每次尝试处理10个key,如果10个key中有>2.5个超时,则继续处理10个key。其用意在于,如果超时的key比例很高,则一次迭代处理很多个,否则等待下次serverCron循环再随机抽取。

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