0.前言
redis对无序集合的操作几个命令,本文介绍几个命令实际操作过程。
1.sadd命令
void saddCommand(redisClient *c) { robj *set; int j, added = 0; /*查找集合,如果不存在创建新的集合*/ set = lookupKeyWrite(c->db,c->argv[1]); if (set == NULL) { /* *创建集合,如果添加的元素可以转换为longlong类型,则存储格式采用intset数据结构,否则采用hash table数据结构进行存储 */ set = setTypeCreate(c->argv[2]); dbAdd(c->db,c->argv[1],set); } else { if (set->type != REDIS_SET) { addReply(c,shared.wrongtypeerr); return; } } for (j = 2; j < c->argc; j++) { c->argv[j] = tryObjectEncoding(c->argv[j]); /*元素添加进集合中*/ if (setTypeAdd(set,c->argv[j])) added++; } if (added) { signalModifiedKey(c->db,c->argv[1]); notifyKeyspaceEvent(REDIS_NOTIFY_SET,"sadd",c->argv[1],c->db->id); } server.dirty += added; addReplyLongLong(c,added);}int setTypeAdd(robj *subject, robj *value) { long long llval; if (subject->encoding == REDIS_ENCODING_HT) { if (dictAdd(subject->ptr,value,NULL) == DICT_OK) { incrRefCount(value); return 1; } } else if (subject->encoding == REDIS_ENCODING_INTSET) { /*如果添加元素可以转换为longlong类型,保存至intset中,否则需要转换存储结构为hash table*/ if (isObjectRepresentableAsLongLong(value,&llval) == REDIS_OK) { uint8_t success = 0; subject->ptr = intsetAdd(subject->ptr,llval,&success); if (success) { /* 为了防止intset过大,set_max_intset_entries值作为一个阀值,占用空间大于此值,则将存储结构转换为hash table类型*/ if (intsetLen(subject->ptr) > server.set_max_intset_entries) setTypeConvert(subject,REDIS_ENCODING_HT); return 1; } } else { /* 转换为longlong失败,需要转换为hash table*/ setTypeConvert(subject,REDIS_ENCODING_HT); /* 新元素添加至hash table中*/ redisAssertWithInfo(NULL,value,dictAdd(subject->ptr,value,NULL) == DICT_OK); incrRefCount(value); return 1; } } else { redisPanic("Unknown set encoding"); } return 0;}
2.求差集和并集命令(sdiff,sdiffstore,sunion,sunionstore)
sdiff求差集, sdiffstore求差集并保存结果, sunion求并集, sunionstore求并集并保存结果, 几种运算过程都是通过sunionDiffGenericCommand函数进行,此处将几个命令全部列出.
/*求并集*/void sunionCommand(redisClient *c) { sunionDiffGenericCommand(c,c->argv+1,c->argc-1,NULL,REDIS_OP_UNION);}/*求并集并保存结果*/void sunionstoreCommand(redisClient *c) { sunionDiffGenericCommand(c,c->argv+2,c->argc-2,c->argv[1],REDIS_OP_UNION);}/*求差集*/void sdiffCommand(redisClient *c) { sunionDiffGenericCommand(c,c->argv+1,c->argc-1,NULL,REDIS_OP_DIFF);}/*求差集并保存结果*/void sdiffstoreCommand(redisClient *c) { sunionDiffGenericCommand(c,c->argv+2,c->argc-2,c->argv[1],REDIS_OP_DIFF);}/*通用的求差集和并集函数*/void sunionDiffGenericCommand(redisClient *c, robj **setkeys, int setnum, robj *dstkey, int op) { robj **sets = zmalloc(sizeof(robj*)*setnum); setTypeIterator *si; robj *ele, *dstset = NULL; int j, cardinality = 0; int diff_algo = 1; /*取出需要操作的集合*/ for (j = 0; j < setnum; j++) { robj *setobj = dstkey ? lookupKeyWrite(c->db,setkeys[j]) : lookupKeyRead(c->db,setkeys[j]); if (!setobj) { sets[j] = NULL; continue; } if (checkType(c,setobj,REDIS_SET)) { zfree(sets); return; } sets[j] = setobj; } /* *依据待运算集合中元素数量,选择计算差集算法, 其中算法1时间复杂度:O(N*M), N是第一个集合中元素个数, M是参与运算的集合数量. *算法2时间复杂度:O(N), N是所有集合中元素数量总和 */ if (op == REDIS_OP_DIFF && sets[0]) { long long algo_one_work = 0, algo_two_work = 0; for (j = 0; j < setnum; j++) { if (sets[j] == NULL) continue; algo_one_work += setTypeSize(sets[0]); algo_two_work += setTypeSize(sets[j]); } /* *algo_one_work值即为算法1中N*M, algo_two_work值即为算法2中N. 考虑到如果参与运算集合为intset时, 算法1的时间复杂度稳定性要好于算法2, *因此没有直接比较两者大小选择算法, 而是算法1理论时间复杂度一半大于算法2时, 才使用算法2 */ algo_one_work /= 2; diff_algo = (algo_one_work <= algo_two_work) ? 1 : 2; if (diff_algo == 1 && setnum > 1) { /*为了提高算法1速度, 尽快找到重复元素, 对集合列表按照元素数量进行了降序排序*/ qsort(sets+1,setnum-1,sizeof(robj*), qsortCompareSetsByRevCardinality); } } /*创建一个临时集合存放计算结果*/ dstset = createIntsetObject(); if (op == REDIS_OP_UNION) { /* 求并集很简单了, 直接遍历所有元素, 添加进dstset集合中即可*/ for (j = 0; j < setnum; j++) { if (!sets[j]) continue; /* non existing keys are like empty sets */ si = setTypeInitIterator(sets[j]); while((ele = setTypeNextObject(si)) != NULL) { if (setTypeAdd(dstset,ele)) cardinality++; decrRefCount(ele); } setTypeReleaseIterator(si); } } else if (op == REDIS_OP_DIFF && sets[0] && diff_algo == 1) { /* *算法1对集合1进行遍历, 并判断集合1中的元素是否在其他集合中出现, 没有出现则添加到dstset集合中, 作为差集的一个元素 */ si = setTypeInitIterator(sets[0]); /* *循环外层对集合1进行遍历, 内层对其他参与运算的集合进行遍历 */ while((ele = setTypeNextObject(si)) != NULL) { for (j = 1; j < setnum; j++) { if (!sets[j]) continue; /* no key is an empty set. */ if (sets[j] == sets[0]) break; /* same set! */ if (setTypeIsMember(sets[j],ele)) break; } if (j == setnum) { /* 其他集合中没有找到该元素, 添加到差集集合中*/ setTypeAdd(dstset,ele); cardinality++; } decrRefCount(ele); } setTypeReleaseIterator(si); } else if (op == REDIS_OP_DIFF && sets[0] && diff_algo == 2) { /* *算法2将集合1中元素直接copy进dstset集合中, 通过遍历其他所有集合, 然后确认其他集合中的元素没有在dstset中出现, 出现则从dstset中删除, 最终获取差集 */ for (j = 0; j < setnum; j++) { if (!sets[j]) continue; /* non existing keys are like empty sets */ si = setTypeInitIterator(sets[j]); while((ele = setTypeNextObject(si)) != NULL) { if (j == 0) { /*集合1中元素添加进dstset中*/ if (setTypeAdd(dstset,ele)) cardinality++; } else { /*其他集合中元素出现在dstset中,则删除该元素*/ if (setTypeRemove(dstset,ele)) cardinality--; } decrRefCount(ele); } setTypeReleaseIterator(si); if (cardinality == 0) break; } } if (!dstkey) { /*运算结果不需要存储,直接返回结果元素至客户端*/ addReplyMultiBulkLen(c,cardinality); si = setTypeInitIterator(dstset); while((ele = setTypeNextObject(si)) != NULL) { addReplyBulk(c,ele); decrRefCount(ele); } setTypeReleaseIterator(si); decrRefCount(dstset); } else { /* 需要存储, 首先删除原来可能已经存在dstkey的集合*/ int deleted = dbDelete(c->db,dstkey); if (setTypeSize(dstset) > 0) { dbAdd(c->db,dstkey,dstset); addReplyLongLong(c,setTypeSize(dstset)); notifyKeyspaceEvent(REDIS_NOTIFY_SET, op == REDIS_OP_UNION ? "sunionstore" : "sdiffstore", dstkey,c->db->id); } else { decrRefCount(dstset); addReply(c,shared.czero); if (deleted) notifyKeyspaceEvent(REDIS_NOTIFY_GENERIC,"del", dstkey,c->db->id); } signalModifiedKey(c->db,dstkey); server.dirty++; } zfree(sets);}
3.求交集命令(sinter,sinterstore)
sinter求交集, sinterstore求交集并保存结果, 都是通过sinterGenericCommand函数进行相应的操作
/*求交集*/void sinterCommand(redisClient *c) { sinterGenericCommand(c,c->argv+1,c->argc-1,NULL);}/*求交集并保存结果*/void sinterstoreCommand(redisClient *c) { sinterGenericCommand(c,c->argv+2,c->argc-2,c->argv[1]);}/*通用求交集函数*/void sinterGenericCommand(redisClient *c, robj **setkeys, unsigned long setnum, robj *dstkey) { robj **sets = zmalloc(sizeof(robj*)*setnum); setTypeIterator *si; robj *eleobj, *dstset = NULL; int64_t intobj; void *replylen = NULL; unsigned long j, cardinality = 0; int encoding; /*遍历所有key, 读出所有传入的所有集合*/ for (j = 0; j < setnum; j++) { robj *setobj = dstkey ? lookupKeyWrite(c->db,setkeys[j]) : lookupKeyRead(c->db,setkeys[j]); if (!setobj) { zfree(sets); if (dstkey) { if (dbDelete(c->db,dstkey)) { signalModifiedKey(c->db,dstkey); server.dirty++; } addReply(c,shared.czero); } else { addReply(c,shared.emptymultibulk); } return; } if (checkType(c,setobj,REDIS_SET)) { zfree(sets); return; } sets[j] = setobj; } /* 按照集合中元素数量升序排列, 提高后面算法性能, 尽快决定元素是否是交集元素*/ qsort(sets,setnum,sizeof(robj*),qsortCompareSetsByCardinality); /* The first thing we should output is the total number of elements... * since this is a multi-bulk write, but at this stage we don't know * the intersection set size, so we use a trick, append an empty object * to the output list and save the pointer to later modify it with the * right length */ if (!dstkey) { replylen = addDeferredMultiBulkLength(c); } else { /* If we have a target key where to store the resulting set * create this key with an empty set inside */ dstset = createIntsetObject(); } /* Iterate all the elements of the first (smallest) set, and test * the element against all the other sets, if at least one set does * not include the element it is discarded */ si = setTypeInitIterator(sets[0]); while((encoding = setTypeNext(si,&eleobj,&intobj)) != -1) { for (j = 1; j < setnum; j++) { if (sets[j] == sets[0]) continue; /* *依据不同的编码进行相应的操作 */ if (encoding == REDIS_ENCODING_INTSET) { /* 编码均为intset时,则直接进行查找 */ if (sets[j]->encoding == REDIS_ENCODING_INTSET && !intsetFind((intset*)sets[j]->ptr,intobj)) { break; /* 编码为hash table时, 重新创建object进行比较 */ } else if (sets[j]->encoding == REDIS_ENCODING_HT) { eleobj = createStringObjectFromLongLong(intobj); if (!setTypeIsMember(sets[j],eleobj)) { decrRefCount(eleobj); break; } decrRefCount(eleobj); } } else if (encoding == REDIS_ENCODING_HT) { /*待查集合为intset, 则可以直接安卓long类型进行查找, 否则只能object在hash table中查找*/ if (eleobj->encoding == REDIS_ENCODING_INT && sets[j]->encoding == REDIS_ENCODING_INTSET && !intsetFind((intset*)sets[j]->ptr,(long)eleobj->ptr)) { break; } else if (!setTypeIsMember(sets[j],eleobj)) { break; } } } /* 查找到最后一个集合表示此元素在所有集合中均出现, 作为交集结果 */ if (j == setnum) { if (!dstkey) { if (encoding == REDIS_ENCODING_HT) addReplyBulk(c,eleobj); else addReplyBulkLongLong(c,intobj); cardinality++; } else { if (encoding == REDIS_ENCODING_INTSET) { eleobj = createStringObjectFromLongLong(intobj); setTypeAdd(dstset,eleobj); decrRefCount(eleobj); } else { setTypeAdd(dstset,eleobj); } } } } setTypeReleaseIterator(si); /*判断是否需要存储交集结果, 并进行相应操作*/ if (dstkey) { int deleted = dbDelete(c->db,dstkey); if (setTypeSize(dstset) > 0) { dbAdd(c->db,dstkey,dstset); addReplyLongLong(c,setTypeSize(dstset)); notifyKeyspaceEvent(REDIS_NOTIFY_SET,"sinterstore", dstkey,c->db->id); } else { decrRefCount(dstset); addReply(c,shared.czero); if (deleted) notifyKeyspaceEvent(REDIS_NOTIFY_GENERIC,"del", dstkey,c->db->id); } signalModifiedKey(c->db,dstkey); server.dirty++; } else { setDeferredMultiBulkLength(c,replylen,cardinality); } zfree(sets);}
总结
集合的几种操作都是比较耗时的, 使用时对于特别庞大的集合进行运算需要谨慎, 可能影响整体性能.