Redis从入门到放弃系列(四) Set

Redis从入门到放弃系列(四) Set

本文例子基于：5.0.4 Set是Redis中一种比较常见的数据结构,当存储的member为十进制64位有符号整数范围内的整数的字符串的时候其实现为intset,其余为hashtable

Redis从入门到放弃系列(三) List

首先让咱们来看一下该如何在redis里面使用Set类型

//设置key的集合中的值为member
sadd key member [member ...]
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代码示例：

> sadd books java python c (integer) 3 //当咱们重复添加相同的数据的时候，redis返回为0 > sadd books java python c (integer) 0 ---------------------------------- //返回books集合的全部元素 >smembers books 1) "c" 2) "python" 3) "java" ---------------------------------- //判断某个元素是否在集合里面 >sismember books c (integer) 1 >sismember books 99 (integer) 0 ---------------------------------- //两个集合的交集 > sadd new_books java c++ R (integer) 3 > SINTER books new_books 1) "java" ---------------------------------- //两个集合的并集 > SUNION books new_books 1) "java" 2) "python" 3) "c" 4) "c++" 5) "R" //两个集合的差集 > SMEMBERS books 1) "c" 2) "python" 3) "java" > SMEMBERS new_books 1) "R" 2) "c++" 3) "java" > SDIFF books new_books 1) "python" 2) "c" > SDIFF new_books books 1) "R" 2) "c++" 复制代码

至此,redis set的用法先告一段落.

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源码解析

本文开头的时候讲set实现分为intset跟hashtable,hashtable这块讲解的话能够去回头看一下Redis从入门到放弃系列(二) Hash 本节重点来说一下intset~当存储元素为整数的时候,redis为了节省空间,采用了intset这种数据结构来作存储,咱们知道set结构存储字符串的时候都是无序的,可当采用intset来存储的整数的时候, set是有序的，内部采用了二分法方便快速查询 让咱们先来看一下intset内部结构

typedef struct intset {
    uint32_t encoding;
    uint32_t length;
    int8_t contents[];
} intset;
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咱们发现intset里面实际上是由一个变量类型，一个长度表示的,也就是说要计算当前intset占据的字节:encoding * length; redis在使用intset的时候,首先会判断当前插入的value的大小，而后返回不一样字节的类型

/* Note that these encodings are ordered, so: * INTSET_ENC_INT16 < INTSET_ENC_INT32 < INTSET_ENC_INT64. */
#define INTSET_ENC_INT16 (sizeof(int16_t))
#define INTSET_ENC_INT32 (sizeof(int32_t))
#define INTSET_ENC_INT64 (sizeof(int64_t))

/* Return the required encoding for the provided value. */
static uint8_t _intsetValueEncoding(int64_t v) {
    if (v < INT32_MIN || v > INT32_MAX)
        return INTSET_ENC_INT64;
    else if (v < INT16_MIN || v > INT16_MAX)
        return INTSET_ENC_INT32;
    else
        return INTSET_ENC_INT16;
}
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当每次插入的value的值大于当前类型的话,redis会将intset升级为更大的编码

/* Upgrades the intset to a larger encoding and inserts the given integer. */
static intset *intsetUpgradeAndAdd(intset *is, int64_t value) {
    uint8_t curenc = intrev32ifbe(is->encoding);
    uint8_t newenc = _intsetValueEncoding(value);
    int length = intrev32ifbe(is->length);
    int prepend = value < 0 ? 1 : 0;

    /* First set new encoding and resize */
    is->encoding = intrev32ifbe(newenc);
    is = intsetResize(is,intrev32ifbe(is->length)+1);

    /* Upgrade back-to-front so we don't overwrite values. * Note that the "prepend" variable is used to make sure we have an empty * space at either the beginning or the end of the intset. */
    while(length--)
        _intsetSet(is,length+prepend,_intsetGetEncoded(is,length,curenc));

    /* Set the value at the beginning or the end. */
    if (prepend)
        _intsetSet(is,0,value);
    else
        _intsetSet(is,intrev32ifbe(is->length),value);
    is->length = intrev32ifbe(intrev32ifbe(is->length)+1);
    return is;
}
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前面咱们说过,intset是一个有序的,而后查找的时候采用了二分法来查找元素,那么其内部是如何实现的呢?

/* Search for the position of "value". Return 1 when the value was found and * sets "pos" to the position of the value within the intset. Return 0 when * the value is not present in the intset and sets "pos" to the position * where "value" can be inserted. */
static uint8_t intsetSearch(intset *is, int64_t value, uint32_t *pos) {
    int min = 0, max = intrev32ifbe(is->length)-1, mid = -1;
    int64_t cur = -1;

    /* The value can never be found when the set is empty */
    if (intrev32ifbe(is->length) == 0) {
        if (pos) *pos = 0;
        return 0;
    } else {
        /* Check for the case where we know we cannot find the value, * but do know the insert position. */
        if (value > _intsetGet(is,max)) {
            if (pos) *pos = intrev32ifbe(is->length);
            return 0;
        } else if (value < _intsetGet(is,0)) {
            if (pos) *pos = 0;
            return 0;
        }
    }

    while(max >= min) {
        mid = ((unsigned int)min + (unsigned int)max) >> 1;
        cur = _intsetGet(is,mid);
        if (value > cur) {
            min = mid+1;
        } else if (value < cur) {
            max = mid-1;
        } else {
            break;
        }
    }

    if (value == cur) {
        if (pos) *pos = mid;
        return 1;
    } else {
        if (pos) *pos = min;
        return 0;
    }
}
/* Insert an integer in the intset */
intset *intsetAdd(intset *is, int64_t value, uint8_t *success) {
    uint8_t valenc = _intsetValueEncoding(value);
    uint32_t pos;
    if (success) *success = 1;

    /* Upgrade encoding if necessary. If we need to upgrade, we know that * this value should be either appended (if > 0) or prepended (if < 0), * because it lies outside the range of existing values. */
    if (valenc > intrev32ifbe(is->encoding)) {
        /* This always succeeds, so we don't need to curry *success. */
        return intsetUpgradeAndAdd(is,value);
    } else {
        /* Abort if the value is already present in the set. * This call will populate "pos" with the right position to insert * the value when it cannot be found. */
        if (intsetSearch(is,value,&pos)) {
            if (success) *success = 0;
            return is;
        }

        is = intsetResize(is,intrev32ifbe(is->length)+1);
        if (pos < intrev32ifbe(is->length)) intsetMoveTail(is,pos,pos+1);
    }

    _intsetSet(is,pos,value);
    is->length = intrev32ifbe(intrev32ifbe(is->length)+1);
    return is;
}
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重点在while操做那一段~咱们能够看到,其查找采用了二分法,那么如何让其有序呢?

if (intsetSearch(is,value,&pos)) {
    if (success) *success = 0;
    return is;
}
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看到这一段了吧？判断查找的时候，将pos的位置查找了出来,给下面_intsetSet操做作前奏~

应用场景

1.去重~ 2.查看两我的的共同爱好

写在最后

祝你们520快乐~