redis源码笔记
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。
页:
[1]