t_set.c

Redis的t_set.c是个set数据结构的实现。

当元素都是Integer类型的时候,采用intset来实现。
当元素有非Integer类型的时候,采用dict来实现。

intset 插入非整型元素的时候,需要将类型转换为 dict

操作集合的时候,一旦集合为空,需要清除。

类型转换代码如下:

/* Convert the set to specified encoding. The resulting dict (when converting
 * to a hash table) is presized to hold the number of elements in the original
 * set. */
//类型转换,将intset中的元素都添加到dict中
void setTypeConvert(robj *setobj, int enc) {
    setTypeIterator *si;
    serverAssertWithInfo(NULL,setobj,setobj->type == OBJ_SET &&
                             setobj->encoding == OBJ_ENCODING_INTSET);

    if (enc == OBJ_ENCODING_HT) {
        int64_t intele;
        dict *d = dictCreate(&setDictType,NULL);
        sds element;

        /* Presize the dict to avoid rehashing */
        //提前分配intsetLen大小的空间,避免rehash
        dictExpand(d,intsetLen(setobj->ptr));

        /* To add the elements we extract integers and create redis objects */
        si = setTypeInitIterator(setobj);
        //遍历
        while (setTypeNext(si,&element,&intele) != -1) {
            element = sdsfromlonglong(intele);
            serverAssert(dictAdd(d,element,NULL) == DICT_OK);
        }
        setTypeReleaseIterator(si);

        setobj->encoding = OBJ_ENCODING_HT;
        zfree(setobj->ptr);
        setobj->ptr = d;
    } else {
        serverPanic("Unsupported set conversion");
    }
}

1. 新增元素

//sadd命令 sadd key member [member...]
void saddCommand(client *c) {
    robj *set;
    int j, added = 0;

    //在dict查找key
    set = lookupKeyWrite(c->db,c->argv[1]);
    if (set == NULL) {
        //查找不到,则创建set
        set = setTypeCreate(c->argv[2]->ptr);
        //将set加入到dict
        dbAdd(c->db,c->argv[1],set);
    } else {
        //类型不正确,报错
        if (set->type != OBJ_SET) {
            addReply(c,shared.wrongtypeerr);
            return;
        }
    }

    //添加元素
    for (j = 2; j < c->argc; j++) {
        if (setTypeAdd(set,c->argv[j]->ptr)) added++;
    }
    if (added) {
        signalModifiedKey(c->db,c->argv[1]);
        notifyKeyspaceEvent(NOTIFY_SET,"sadd",c->argv[1],c->db->id);
    }
    server.dirty += added;
    addReplyLongLong(c,added);
}

/* Add the specified value into a set.
 *
 * If the value was already member of the set, nothing is done and 0 is
 * returned, otherwise the new element is added and 1 is returned. */
//添加元素
int setTypeAdd(robj *subject, sds value) {
    long long llval;
    //如果编码是dict
    if (subject->encoding == OBJ_ENCODING_HT) {
        dict *ht = subject->ptr;
        dictEntry *de = dictAddRaw(ht,value,NULL);
        if (de) {
            dictSetKey(ht,de,sdsdup(value));
            dictSetVal(ht,de,NULL);
            return 1;
        }
    }

    //如果编码是intset
    else if (subject->encoding == OBJ_ENCODING_INTSET) {
        //如果插入的值是整型,则直接插入
        if (isSdsRepresentableAsLongLong(value,&llval) == C_OK) {
            uint8_t success = 0;
            //会进行二分查找,实现去重
            subject->ptr = intsetAdd(subject->ptr,llval,&success);
            if (success) {
                /* Convert to regular set when the intset contains
                 * too many entries. */
                if (intsetLen(subject->ptr) > server.set_max_intset_entries)
                    setTypeConvert(subject,OBJ_ENCODING_HT);
                return 1;
            }
        }

        //如果插入的值不是整型,则需要进行类型转换,将intset转为dict
        else {
            /* Failed to get integer from object, convert to regular set. */
            setTypeConvert(subject,OBJ_ENCODING_HT);

            /* The set *was* an intset and this value is not integer
             * encodable, so dictAdd should always work. */
            serverAssert(dictAdd(subject->ptr,sdsdup(value),NULL) == DICT_OK);
            return 1;
        }
    } else {
        serverPanic("Unknown set encoding");
    }
    return 0;
}

2. 删除元素

//srem命令 srem key member [member...]
void sremCommand(client *c) {
    robj *set;
    int j, deleted = 0, keyremoved = 0;

    //根据key查找set
    if ((set = lookupKeyWriteOrReply(c,c->argv[1],shared.czero)) == NULL ||
        checkType(c,set,OBJ_SET)) return;

    //删除member
    for (j = 2; j < c->argc; j++) {
        if (setTypeRemove(set,c->argv[j]->ptr)) {
            deleted++;
            if (setTypeSize(set) == 0) {
                dbDelete(c->db,c->argv[1]);
                keyremoved = 1;
                break;
            }
        }
    }

    if (deleted) {
        signalModifiedKey(c->db,c->argv[1]);
        notifyKeyspaceEvent(NOTIFY_SET,"srem",c->argv[1],c->db->id);
        //集合为空,需要移除key
        if (keyremoved)
            notifyKeyspaceEvent(NOTIFY_GENERIC,"del",c->argv[1],
                                c->db->id);
        server.dirty += deleted;
    }
    addReplyLongLong(c,deleted);
}

//移除元素
int setTypeRemove(robj *setobj, sds value) {
    long long llval;
    //dict类型
    if (setobj->encoding == OBJ_ENCODING_HT) {
        if (dictDelete(setobj->ptr,value) == DICT_OK) {
            if (htNeedsResize(setobj->ptr)) dictResize(setobj->ptr);
            return 1;
        }
    }
    //intset类型
    else if (setobj->encoding == OBJ_ENCODING_INTSET) {
        if (isSdsRepresentableAsLongLong(value,&llval) == C_OK) {
            int success;
            setobj->ptr = intsetRemove(setobj->ptr,llval,&success);
            if (success) return 1;
        }
    } else {
        serverPanic("Unknown set encoding");
    }
    return 0;
}
//spop命令
void spopCommand(client *c) {
    robj *set, *ele, *aux;
    sds sdsele;
    int64_t llele;
    int encoding;

    //带有count的
    if (c->argc == 3) {
        spopWithCountCommand(c);
        return;
    } else if (c->argc > 3) {
        addReply(c,shared.syntaxerr);
        return;
    }

    /* Make sure a key with the name inputted exists, and that it's type is
     * indeed a set */
    if ((set = lookupKeyWriteOrReply(c,c->argv[1],shared.nullbulk)) == NULL ||
        checkType(c,set,OBJ_SET)) return;

    /* Get a random element from the set */
    encoding = setTypeRandomElement(set,&sdsele,&llele);

    /* Remove the element from the set */
    //intset
    if (encoding == OBJ_ENCODING_INTSET) {
        ele = createStringObjectFromLongLong(llele);
        set->ptr = intsetRemove(set->ptr,llele,NULL);
    }
    //dict
    else {
        ele = createStringObject(sdsele,sdslen(sdsele));
        setTypeRemove(set,ele->ptr);
    }

    notifyKeyspaceEvent(NOTIFY_SET,"spop",c->argv[1],c->db->id);

    /* Replicate/AOF this command as an SREM operation */
    aux = createStringObject("SREM",4);
    rewriteClientCommandVector(c,3,aux,c->argv[1],ele);
    decrRefCount(aux);

    /* Add the element to the reply */
    addReplyBulk(c,ele);
    decrRefCount(ele);

    /* Delete the set if it's empty */
    if (setTypeSize(set) == 0) {
        dbDelete(c->db,c->argv[1]);
        notifyKeyspaceEvent(NOTIFY_GENERIC,"del",c->argv[1],c->db->id);
    }

    /* Set has been modified */
    signalModifiedKey(c->db,c->argv[1]);
    server.dirty++;
}

//spop命令  spop key [count] 移除count个元素
void spopWithCountCommand(client *c) {
    long l;
    unsigned long count, size;
    robj *set;

    /* Get the count argument */
    if (getLongFromObjectOrReply(c,c->argv[2],&l,NULL) != C_OK) return;
    if (l >= 0) {
        count = (unsigned long) l;
    } else {
        addReply(c,shared.outofrangeerr);
        return;
    }

    /* Make sure a key with the name inputted exists, and that it's type is
     * indeed a set. Otherwise, return nil */
    if ((set = lookupKeyReadOrReply(c,c->argv[1],shared.emptymultibulk))
        == NULL || checkType(c,set,OBJ_SET)) return;

    /* If count is zero, serve an empty multibulk ASAP to avoid special
     * cases later. */
    if (count == 0) {
        addReply(c,shared.emptymultibulk);
        return;
    }

    size = setTypeSize(set);

    /* Generate an SPOP keyspace notification */
    notifyKeyspaceEvent(NOTIFY_SET,"spop",c->argv[1],c->db->id);
    server.dirty += count;

    /* CASE 1:
     * The number of requested elements is greater than or equal to
     * the number of elements inside the set: simply return the whole set. */
    //将要移除的个数和集合大小对比
    //如果移除个数大于等于集合大小,则直接移除key
    if (count >= size) {
        /* We just return the entire set */
        sunionDiffGenericCommand(c,c->argv+1,1,NULL,SET_OP_UNION);

        /* Delete the set as it is now empty */
        dbDelete(c->db,c->argv[1]);
        notifyKeyspaceEvent(NOTIFY_GENERIC,"del",c->argv[1],c->db->id);

        /* Propagate this command as an DEL operation */
        rewriteClientCommandVector(c,2,shared.del,c->argv[1]);
        signalModifiedKey(c->db,c->argv[1]);
        server.dirty++;
        return;
    }

    /* Case 2 and 3 require to replicate SPOP as a set of SREM commands.
     * Prepare our replication argument vector. Also send the array length
     * which is common to both the code paths. */
    robj *propargv[3];
    propargv[0] = createStringObject("SREM",4);
    propargv[1] = c->argv[1];
    addReplyMultiBulkLen(c,count);

    /* Common iteration vars. */
    sds sdsele;
    robj *objele;
    int encoding;
    int64_t llele;
    unsigned long remaining = size-count; /* Elements left after SPOP. */

    /* If we are here, the number of requested elements is less than the
     * number of elements inside the set. Also we are sure that count < size.
     * Use two different strategies.
     *
     * CASE 2: The number of elements to return is small compared to the
     * set size. We can just extract random elements and return them to
     * the set. */
    //如果要移除的元素较少,则直接操作原集合
    if (remaining*SPOP_MOVE_STRATEGY_MUL > count) {
        while(count--) {
            /* Emit and remove. */
            encoding = setTypeRandomElement(set,&sdsele,&llele);
            if (encoding == OBJ_ENCODING_INTSET) {
                addReplyBulkLongLong(c,llele);
                objele = createStringObjectFromLongLong(llele);
                set->ptr = intsetRemove(set->ptr,llele,NULL);
            } else {
                addReplyBulkCBuffer(c,sdsele,sdslen(sdsele));
                objele = createStringObject(sdsele,sdslen(sdsele));
                setTypeRemove(set,sdsele);
            }

            /* Replicate/AOF this command as an SREM operation */
            propargv[2] = objele;
            alsoPropagate(server.sremCommand,c->db->id,propargv,3,
                PROPAGATE_AOF|PROPAGATE_REPL);
            decrRefCount(objele);
        }
    }

    //若要移除的元素较多,接近于原集合,则取出不被移除的部分,建立一个新集合,再释放原来的集合
    else {
    /* CASE 3: The number of elements to return is very big, approaching
     * the size of the set itself. After some time extracting random elements
     * from such a set becomes computationally expensive, so we use
     * a different strategy, we extract random elements that we don't
     * want to return (the elements that will remain part of the set),
     * creating a new set as we do this (that will be stored as the original
     * set). Then we return the elements left in the original set and
     * release it. */
        robj *newset = NULL;

        /* Create a new set with just the remaining elements. */
        while(remaining--) {
            encoding = setTypeRandomElement(set,&sdsele,&llele);
            if (encoding == OBJ_ENCODING_INTSET) {
                sdsele = sdsfromlonglong(llele);
            } else {
                sdsele = sdsdup(sdsele);
            }
            if (!newset) newset = setTypeCreate(sdsele);
            setTypeAdd(newset,sdsele);
            setTypeRemove(set,sdsele);
            sdsfree(sdsele);
        }

        /* Transfer the old set to the client. */
        setTypeIterator *si;
        si = setTypeInitIterator(set);
        while((encoding = setTypeNext(si,&sdsele,&llele)) != -1) {
            if (encoding == OBJ_ENCODING_INTSET) {
                addReplyBulkLongLong(c,llele);
                objele = createStringObjectFromLongLong(llele);
            } else {
                addReplyBulkCBuffer(c,sdsele,sdslen(sdsele));
                objele = createStringObject(sdsele,sdslen(sdsele));
            }

            /* Replicate/AOF this command as an SREM operation */
            propargv[2] = objele;
            alsoPropagate(server.sremCommand,c->db->id,propargv,3,
                PROPAGATE_AOF|PROPAGATE_REPL);
            decrRefCount(objele);
        }
        setTypeReleaseIterator(si);

        /* Assign the new set as the key value. */
        dbOverwrite(c->db,c->argv[1],newset);
    }

    /* Don't propagate the command itself even if we incremented the
     * dirty counter. We don't want to propagate an SPOP command since
     * we propagated the command as a set of SREMs operations using
     * the alsoPropagate() API. */
    decrRefCount(propargv[0]);
    preventCommandPropagation(c);
    signalModifiedKey(c->db,c->argv[1]);
    server.dirty++;
}

根据要移除的元素个数和集合的大小考量。
要移除的元素个数较多,则取出不移除的部分,再直接移除原集合。
要移除的元素个数较少,则直接操作原集合。

3. 集合操作(交、并、差)

//sinter命令 sinter key [key...]
void sinterCommand(client *c) {
    sinterGenericCommand(c,c->argv+1,c->argc-1,NULL);
}

//sinterstore命令 sinterstore destination key [key...]
//取完交集并存入一个新集合c->argv[1]中
void sinterstoreCommand(client *c) {
    sinterGenericCommand(c,c->argv+2,c->argc-2,c->argv[1]);
}

//取交集通用实现
void sinterGenericCommand(client *c, robj **setkeys,
                          unsigned long setnum, robj *dstkey) {
    robj **sets = zmalloc(sizeof(robj*)*setnum);
    setTypeIterator *si;
    robj *dstset = NULL;
    sds elesds;
    int64_t intobj;
    void *replylen = NULL;
    unsigned long j, cardinality = 0;
    int encoding;

    //setnum 集合的个数
    //dstkey 交集存入的新集合
    for (j = 0; j < setnum; j++) {
        robj *setobj = dstkey ?
            lookupKeyWrite(c->db,setkeys[j]) :
            lookupKeyRead(c->db,setkeys[j]);
        //如果参与做交集操作的集合不存在
        if (!setobj) {
            zfree(sets);
            //如果交集存入的新集合存在
            if (dstkey) {
                //删除掉
                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,OBJ_SET)) {
            zfree(sets);
            return;
        }
        sets[j] = setobj;
    }
    /* Sort sets from the smallest to largest, this will improve our
     * algorithm's performance */
    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]);
    //遍历第一个集合set
    while((encoding = setTypeNext(si,&elesds,&intobj)) != -1) {
        //和其它集合取交集,通过查找其它集合中是否都存在当前元素
        for (j = 1; j < setnum; j++) {
            if (sets[j] == sets[0]) continue;
            //intset
            if (encoding == OBJ_ENCODING_INTSET) {
                /* intset with intset is simple... and fast */
                //都是intset
                if (sets[j]->encoding == OBJ_ENCODING_INTSET &&
                    !intsetFind((intset*)sets[j]->ptr,intobj))
                {
                    break;
                /* in order to compare an integer with an object we
                 * have to use the generic function, creating an object
                 * for this */
                }
                //有的是dict
                else if (sets[j]->encoding == OBJ_ENCODING_HT) {
                    elesds = sdsfromlonglong(intobj);
                    if (!setTypeIsMember(sets[j],elesds)) {
                        sdsfree(elesds);
                        break;
                    }
                    sdsfree(elesds);
                }
            }
            //dict
            else if (encoding == OBJ_ENCODING_HT) {
                if (!setTypeIsMember(sets[j],elesds)) {
                    break;
                }
            }
        }

        /* Only take action when all sets contain the member */
        if (j == setnum) {
            if (!dstkey) {
                if (encoding == OBJ_ENCODING_HT)
                    addReplyBulkCBuffer(c,elesds,sdslen(elesds));
                else
                    addReplyBulkLongLong(c,intobj);
                cardinality++;
            } else {
                if (encoding == OBJ_ENCODING_INTSET) {
                    elesds = sdsfromlonglong(intobj);
                    setTypeAdd(dstset,elesds);
                    sdsfree(elesds);
                } else {
                    setTypeAdd(dstset,elesds);
                }
            }
        }
    }
    setTypeReleaseIterator(si);

    //如果需要将交集结果存入一个新集合,且非空
    if (dstkey) {
        /* Store the resulting set into the target, if the intersection
         * is not an empty set. */
        int deleted = dbDelete(c->db,dstkey);
        if (setTypeSize(dstset) > 0) {
            dbAdd(c->db,dstkey,dstset);
            addReplyLongLong(c,setTypeSize(dstset));
            notifyKeyspaceEvent(NOTIFY_SET,"sinterstore",
                dstkey,c->db->id);
        } else {
            decrRefCount(dstset);
            addReply(c,shared.czero);
            if (deleted)
                notifyKeyspaceEvent(NOTIFY_GENERIC,"del",
                    dstkey,c->db->id);
        }
        signalModifiedKey(c->db,dstkey);
        server.dirty++;
    } else {
        setDeferredMultiBulkLength(c,replylen,cardinality);
    }
    zfree(sets);
}

交集,主要通过辅助集合及取出一个集合遍历来和其它集合比较。

//sunion命令 sunion key [key...]
void sunionCommand(client *c) {
    sunionDiffGenericCommand(c,c->argv+1,c->argc-1,NULL,SET_OP_UNION);
}

//sunionstore命令 sunionstore destination key [key...]
void sunionstoreCommand(client *c) {
    sunionDiffGenericCommand(c,c->argv+2,c->argc-2,c->argv[1],SET_OP_UNION);
}

//sdiff命令 sdiff key [key...]
void sdiffCommand(client *c) {
    sunionDiffGenericCommand(c,c->argv+1,c->argc-1,NULL,SET_OP_DIFF);
}

//sdiffstore命令 sdiffstore destination key [key...]
void sdiffstoreCommand(client *c) {
    sunionDiffGenericCommand(c,c->argv+2,c->argc-2,c->argv[1],SET_OP_DIFF);
}

//并集和差集的通用实现
void sunionDiffGenericCommand(client *c, robj **setkeys, int setnum,
                              robj *dstkey, int op) {
    robj **sets = zmalloc(sizeof(robj*)*setnum);
    setTypeIterator *si;
    robj *dstset = NULL;
    sds ele;
    int j, cardinality = 0;
    int diff_algo = 1;

    //dstkey 并集或者差集要存入的目标集合
    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,OBJ_SET)) {
            zfree(sets);
            return;
        }
        sets[j] = setobj;
    }

    /* Select what DIFF algorithm to use.
     *
     * Algorithm 1 is O(N*M) where N is the size of the element first set
     * and M the total number of sets.
     *
     * Algorithm 2 is O(N) where N is the total number of elements in all
     * the sets.
     *
     * We compute what is the best bet with the current input here. */
    if (op == SET_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]);
        }

        /* Algorithm 1 has better constant times and performs less operations
         * if there are elements in common. Give it some advantage. */
        algo_one_work /= 2;
        diff_algo = (algo_one_work <= algo_two_work) ? 1 : 2;

        if (diff_algo == 1 && setnum > 1) {
            /* With algorithm 1 it is better to order the sets to subtract
             * by decreasing size, so that we are more likely to find
             * duplicated elements ASAP. */
            qsort(sets+1,setnum-1,sizeof(robj*),
                qsortCompareSetsByRevCardinality);
        }
    }

    /* We need a temp set object to store our union. If the dstkey
     * is not NULL (that is, we are inside an SUNIONSTORE operation) then
     * this set object will be the resulting object to set into the target key*/
    //辅助集合
    dstset = createIntsetObject();

    //取并集
    if (op == SET_OP_UNION) {
        /* Union is trivial, just add every element of every set to the
         * temporary set. */
        //遍历每一个set的所有元素,加入到dstset即可。
        for (j = 0; j < setnum; j++) {
            //空集合略过
            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++;
                sdsfree(ele);
            }
            setTypeReleaseIterator(si);
        }
    }
    //取差集,算法1
    else if (op == SET_OP_DIFF && sets[0] && diff_algo == 1) {
        /* DIFF Algorithm 1:
         *
         * We perform the diff by iterating all the elements of the first set,
         * and only adding it to the target set if the element does not exist
         * into all the other sets.
         *
         * This way we perform at max N*M operations, where N is the size of
         * the first set, and M the number of sets. */
        //取出第一个集合
        si = setTypeInitIterator(sets[0]);
        //遍历第一个集合
        while((ele = setTypeNextObject(si)) != NULL) {
            //将第一个集合的元素和其它所有集合的比较
            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;
            }
            //只有这个元素是没有交集的才可以加入dstset中
            if (j == setnum) {
                /* There is no other set with this element. Add it. */
                setTypeAdd(dstset,ele);
                cardinality++;
            }
            sdsfree(ele);
        }
        setTypeReleaseIterator(si);
    }
    //取差集,算法2
    else if (op == SET_OP_DIFF && sets[0] && diff_algo == 2) {
        /* DIFF Algorithm 2:
         *
         * Add all the elements of the first set to the auxiliary set.
         * Then remove all the elements of all the next sets from it.
         *
         * This is O(N) where N is the sum of all the elements in every
         * set. */
        //将第一个集合的所有元素加入到辅助集合中,然后跟第二个集合对比,移除相同的元素,以此类推。
        //此法应该是参考的单个集合异或去重大法
        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) {
                    if (setTypeAdd(dstset,ele)) cardinality++;
                } else {
                    if (setTypeRemove(dstset,ele)) cardinality--;
                }
                sdsfree(ele);
            }
            setTypeReleaseIterator(si);

            /* Exit if result set is empty as any additional removal
             * of elements will have no effect. */
            if (cardinality == 0) break;
        }
    }

    /* Output the content of the resulting set, if not in STORE mode */
    if (!dstkey) {
        addReplyMultiBulkLen(c,cardinality);
        si = setTypeInitIterator(dstset);
        while((ele = setTypeNextObject(si)) != NULL) {
            addReplyBulkCBuffer(c,ele,sdslen(ele));
            sdsfree(ele);
        }
        setTypeReleaseIterator(si);
        decrRefCount(dstset);
    } else {
        /* If we have a target key where to store the resulting set
         * create this key with the result set inside */
        int deleted = dbDelete(c->db,dstkey);
        if (setTypeSize(dstset) > 0) {
            dbAdd(c->db,dstkey,dstset);
            addReplyLongLong(c,setTypeSize(dstset));
            notifyKeyspaceEvent(NOTIFY_SET,
                op == SET_OP_UNION ? "sunionstore" : "sdiffstore",
                dstkey,c->db->id);
        } else {
            decrRefCount(dstset);
            addReply(c,shared.czero);
            if (deleted)
                notifyKeyspaceEvent(NOTIFY_GENERIC,"del",
                    dstkey,c->db->id);
        }
        signalModifiedKey(c->db,dstkey);
        server.dirty++;
    }
    zfree(sets);
}

并集,直接将所有集合的所有元素加入到辅助集合即可。
差集,用了2种算法,1种通过拿出一个集合并和其它集合比较取差集,另外1种是通过集合之间两两合并去除重复元素。

4. 随机返回元素

//srandmember命令
void srandmemberCommand(client *c) {
    robj *set;
    sds ele;
    int64_t llele;
    int encoding;

    //带有count的
    if (c->argc == 3) {
        srandmemberWithCountCommand(c);
        return;
    } else if (c->argc > 3) {
        addReply(c,shared.syntaxerr);
        return;
    }

    if ((set = lookupKeyReadOrReply(c,c->argv[1],shared.nullbulk)) == NULL ||
        checkType(c,set,OBJ_SET)) return;

    encoding = setTypeRandomElement(set,&ele,&llele);
    if (encoding == OBJ_ENCODING_INTSET) {
        addReplyBulkLongLong(c,llele);
    } else {
        addReplyBulkCBuffer(c,ele,sdslen(ele));
    }
}

#define SRANDMEMBER_SUB_STRATEGY_MUL 3

//srandmember命令 srandmember key [count]
void srandmemberWithCountCommand(client *c) {
    long l;
    unsigned long count, size;
    int uniq = 1;
    robj *set;
    sds ele;
    int64_t llele;
    int encoding;

    dict *d;

    if (getLongFromObjectOrReply(c,c->argv[2],&l,NULL) != C_OK) return;
    if (l >= 0) {
        count = (unsigned long) l;
    } else {
        /* A negative count means: return the same elements multiple times
         * (i.e. don't remove the extracted element after every extraction). */
        count = -l;
        uniq = 0;
    }

    if ((set = lookupKeyReadOrReply(c,c->argv[1],shared.emptymultibulk))
        == NULL || checkType(c,set,OBJ_SET)) return;
    size = setTypeSize(set);

    /* If count is zero, serve it ASAP to avoid special cases later. */
    if (count == 0) {
        addReply(c,shared.emptymultibulk);
        return;
    }

    /* CASE 1: The count was negative, so the extraction method is just:
     * "return N random elements" sampling the whole set every time.
     * This case is trivial and can be served without auxiliary data
     * structures. */
    //获取个数为负数的情况
    if (!uniq) {
        addReplyMultiBulkLen(c,count);
        //随机count次
        while(count--) {
            encoding = setTypeRandomElement(set,&ele,&llele);
            if (encoding == OBJ_ENCODING_INTSET) {
                addReplyBulkLongLong(c,llele);
            } else {
                addReplyBulkCBuffer(c,ele,sdslen(ele));
            }
        }
        return;
    }

    /* CASE 2:
     * The number of requested elements is greater than the number of
     * elements inside the set: simply return the whole set. */
    //如果count大于集合大小,那么直接返回整个集合
    if (count >= size) {
        sunionDiffGenericCommand(c,c->argv+1,1,NULL,SET_OP_UNION);
        return;
    }

    /* For CASE 3 and CASE 4 we need an auxiliary dictionary. */
    //创建一个辅助的dict
    d = dictCreate(&objectKeyPointerValueDictType,NULL);

    /* CASE 3:
     * The number of elements inside the set is not greater than
     * SRANDMEMBER_SUB_STRATEGY_MUL times the number of requested elements.
     * In this case we create a set from scratch with all the elements, and
     * subtract random elements to reach the requested number of elements.
     *
     * This is done because if the number of requsted elements is just
     * a bit less than the number of elements in the set, the natural approach
     * used into CASE 3 is highly inefficient. */
    //要获取的元素较多的情况下
    if (count*SRANDMEMBER_SUB_STRATEGY_MUL > size) {
        setTypeIterator *si;

        /* Add all the elements into the temporary dictionary. */
        si = setTypeInitIterator(set);
        //把所有set中的元素放到dict中
        while((encoding = setTypeNext(si,&ele,&llele)) != -1) {
            int retval = DICT_ERR;

            if (encoding == OBJ_ENCODING_INTSET) {
                retval = dictAdd(d,createStringObjectFromLongLong(llele),NULL);
            } else {
                retval = dictAdd(d,createStringObject(ele,sdslen(ele)),NULL);
            }
            serverAssert(retval == DICT_OK);
        }
        setTypeReleaseIterator(si);
        serverAssert(dictSize(d) == size);

        /* Remove random elements to reach the right count. */
        //随机移除size-count个元素
        while(size > count) {
            dictEntry *de;

            de = dictGetRandomKey(d);
            dictDelete(d,dictGetKey(de));
            size--;
        }
    }

    /* CASE 4: We have a big set compared to the requested number of elements.
     * In this case we can simply get random elements from the set and add
     * to the temporary set, trying to eventually get enough unique elements
     * to reach the specified count. */
    //要获取的元素个数较少的情况
    else {
        unsigned long added = 0;
        robj *objele;
        //随机获取count个元素存放到dict中
        while(added < count) {
            encoding = setTypeRandomElement(set,&ele,&llele);
            if (encoding == OBJ_ENCODING_INTSET) {
                objele = createStringObjectFromLongLong(llele);
            } else {
                objele = createStringObject(ele,sdslen(ele));
            }
            /* Try to add the object to the dictionary. If it already exists
             * free it, otherwise increment the number of objects we have
             * in the result dictionary. */
            if (dictAdd(d,objele,NULL) == DICT_OK)
                added++;
            else
                decrRefCount(objele);
        }
    }

    //返回dict
    /* CASE 3 & 4: send the result to the user. */
    {
        dictIterator *di;
        dictEntry *de;

        addReplyMultiBulkLen(c,count);
        di = dictGetIterator(d);
        while((de = dictNext(di)) != NULL)
            addReplyBulk(c,dictGetKey(de));
        dictReleaseIterator(di);
        dictRelease(d);
    }
}

根据要随机取的个数和集合的个数考量。
要取的元素较多,则移除较少部分元素。
要取的元素较少,则直接取。

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