redis源码解读_redis set底层数据结构

大家好，我是考100分的小小码，祝大家学习进步，加薪顺利呀。今天说一说redis源码解读_redis set底层数据结构,希望您对编程的造诣更进一步.

redis中整数集合intset相关的文件为：intset.h与intset.c

intset的所有操作与操作一个排序整形数组 int a[N]类似，只是根据类型做了内存上的优化。

一、数据结构

1 typedef struct intset {
2     uint32_t encoding;
3     uint32_t length;
4     int8_t contents[];
5 } intset;

代码100分

intset的数据结构比较简单，使用了一个变长结构体，成员length记录当前成员数量，成员encoding记录当前的int类型，共有以下三种：

代码100分1 #define INTSET_ENC_INT16 (sizeof(int16_t))
2 #define INTSET_ENC_INT32 (sizeof(int32_t))
3 #define INTSET_ENC_INT64 (sizeof(int64_t))

并使用以下方法进行判断类型：

1 static uint8_t _intsetValueEncoding(int64_t v) {
2     if (v < INT32_MIN || v > INT32_MAX)
3         return INTSET_ENC_INT64;
4     else if (v < INT16_MIN || v > INT16_MAX)
5         return INTSET_ENC_INT32;
6     else
7         return INTSET_ENC_INT16;
8 }

intset是已排序好的整数集合，其大致结构如下：

代码100分1 /*
2 +--------+--------+--------...--------------+
3 |encoding|length  |contents(encoding*length)|
4 +--------+--------+--------...--------------+
5 */

intset严格按照小端字节序进行存储，不论机器的字节序类型。如果是大端机器，需要进行转换，才进行存储。endianconv.h中有如下定义：

 1 #if (BYTE_ORDER == LITTLE_ENDIAN)
 2 #define memrev16ifbe(p) ((void)(0))
 3 #define memrev32ifbe(p) ((void)(0))
 4 #define memrev64ifbe(p) ((void)(0))
 5 #define intrev16ifbe(v) (v)
 6 #define intrev32ifbe(v) (v)
 7 #define intrev64ifbe(v) (v)
 8 #else
 9 #define memrev16ifbe(p) memrev16(p)
10 #define memrev32ifbe(p) memrev32(p)
11 #define memrev64ifbe(p) memrev64(p)
12 #define intrev16ifbe(v) intrev16(v)
13 #define intrev32ifbe(v) intrev32(v)
14 #define intrev64ifbe(v) intrev64(v)
15 #endif

具体实现在endianconv.c中，此处略过。

二、创建

1 intset *intsetNew(void) {
2     intset *is = zmalloc(sizeof(intset));
3     is->encoding = intrev32ifbe(INTSET_ENC_INT16);
4     is->length = 0;
5     return is;
6 }

刚创建好的intset是空的，默认使用最小的类型。其结构为：

1 /*此处用一根“-”表示一字节，后同
2 +----+----+
3 |  16|   0|
4 +----+----+
5 */

三、操作

若有以下intset：

1 /*
2 +----+----+--+--+--+--+--+--+--+
3 |  16|   7| 1| 2| 3| 4| 5| 7| 8|
4 +----+----+--+--+--+--+--+--+--+
5           |contents
6 
7 */

现在插入一个数字6，需要调用以下方法：

 1 /* Insert an integer in the intset */
 2 intset *intsetAdd(intset *is, int64_t value, uint8_t *success) {
 3     uint8_t valenc = _intsetValueEncoding(value);
 4     uint32_t pos;
 5     if (success) *success = 1;
 6 
 7     /* Upgrade encoding if necessary. If we need to upgrade, we know that
 8      * this value should be either appended (if > 0) or prepended (if < 0),
 9      * because it lies outside the range of existing values. */
10     if (valenc > intrev32ifbe(is->encoding)) {
11         /* This always succeeds, so we don"t need to curry *success. */
12         return intsetUpgradeAndAdd(is,value);
13     } else {
14         /* Abort if the value is already present in the set.
15          * This call will populate "pos" with the right position to insert
16          * the value when it cannot be found. */
17         if (intsetSearch(is,value,&pos)) {
18             if (success) *success = 0;
19             return is;
20         }
21 
22         is = intsetResize(is,intrev32ifbe(is->length)+1);
23         if (pos < intrev32ifbe(is->length)) intsetMoveTail(is,pos,pos+1);
24     }
25 
26     _intsetSet(is,pos,value);
27     is->length = intrev32ifbe(intrev32ifbe(is->length)+1);
28     return is;
29 }

因int16_t足以存储数字“6”，所以新插入数字的int类型与intset一致，然后需要查找插入的pos：

 1 static uint8_t intsetSearch(intset *is, int64_t value, uint32_t *pos) {
 2     int min = 0, max = intrev32ifbe(is->length)-1, mid = -1;
 3     int64_t cur = -1;
 4 
 5     /* The value can never be found when the set is empty */
 6     if (intrev32ifbe(is->length) == 0) {
 7         if (pos) *pos = 0;
 8         return 0;
 9     } else {
10         /* Check for the case where we know we cannot find the value,
11          * but do know the insert position. */
12         if (value > _intsetGet(is,max)) {
13             if (pos) *pos = intrev32ifbe(is->length);
14             return 0;
15         } else if (value < _intsetGet(is,0)) {
16             if (pos) *pos = 0;
17             return 0;
18         }
19     }
20 
21     while(max >= min) {
22         mid = ((unsigned int)min + (unsigned int)max) >> 1;
23         cur = _intsetGet(is,mid);
24         if (value > cur) {
25             min = mid+1;
26         } else if (value < cur) {
27             max = mid-1;
28         } else {
29             break;
30         }
31     }
32 
33     if (value == cur) {
34         if (pos) *pos = mid;
35         return 1;
36     } else {
37         if (pos) *pos = min;
38         return 0;
39     }
40 }

因intset是已排序好的，所以使用了二分查找。过程如下

 1 /*
 2 find 6
 3         +----+----+--+--+--+--+--+--+--+
 4         |  16|   7| 1| 2| 3| 4| 5| 7| 8|
 5         +----+----+--+--+--+--+--+--+--+
 6 pos               | 0| 1| 2| 3| 4| 5| 6|
 7 step1             |min=0              
 8                                     |max=6
 9                            |mid=(0+6)>>1=3
10                            |mid_val=4
11                         
12 pos               | 0| 1| 2| 3| 4| 5| 6|
13 step2                         |min=4
14                                     |max=6
15                                  |mid=(4+6)>>1=5
16                                  |mid_val=7
17 
18 pos               | 0| 1| 2| 3| 4| 5| 6|
19 step3                         |min=4
20                               |max=4
21                               |mid=(4+4)>>1=5
22                               |mid_val=5
23 
24 pos               | 0| 1| 2| 3| 4| 5| 6|
25 step4                            |min=5
26                               |max=4
27 min>max  break
28 */

6在intset中不存在，查找到需要插入到pos=5的位置，此时首先要扩展intset的content：

1 static intset *intsetResize(intset *is, uint32_t len) {
2     uint32_t size = len*intrev32ifbe(is->encoding);
3     is = zrealloc(is,sizeof(intset)+size);
4     return is;
5 }

扩展后：

1 /*        
2 +----+----+--+--+--+--+--+--+--+--+
3 |  16|   7| 1| 2| 3| 4| 5| 7| 8|  |
4 +----+----+--+--+--+--+--+--+--+--+
5 pos       | 0| 1| 2| 3| 4| 5| 6| 7|
6 */

然后把原来在pos=5及之后的所有的元素向后移一格：

 1 static void intsetMoveTail(intset *is, uint32_t from, uint32_t to) {
 2     void *src, *dst;
 3     uint32_t bytes = intrev32ifbe(is->length)-from;
 4     uint32_t encoding = intrev32ifbe(is->encoding);
 5 
 6     if (encoding == INTSET_ENC_INT64) {
 7         src = (int64_t*)is->contents+from;
 8         dst = (int64_t*)is->contents+to;
 9         bytes *= sizeof(int64_t);
10     } else if (encoding == INTSET_ENC_INT32) {
11         src = (int32_t*)is->contents+from;
12         dst = (int32_t*)is->contents+to;
13         bytes *= sizeof(int32_t);
14     } else {
15         src = (int16_t*)is->contents+from;
16         dst = (int16_t*)is->contents+to;
17         bytes *= sizeof(int16_t);
18     }
19     memmove(dst,src,bytes);
20 }

移动后：

1 /*        
2 +----+----+--+--+--+--+--+--+--+--+
3 |  16|   7| 1| 2| 3| 4| 5| 7| 7| 8|
4 +----+----+--+--+--+--+--+--+--+--+
5 pos       | 0| 1| 2| 3| 4| 5| 6| 7|
6 */

其使用memmove，并不全修改未覆盖到的内存，所以此时pos=5的值还是7

最后修改pos=5的值：

 1 static void _intsetSet(intset *is, int pos, int64_t value) {
 2     uint32_t encoding = intrev32ifbe(is->encoding);
 3 
 4     if (encoding == INTSET_ENC_INT64) {
 5         ((int64_t*)is->contents)[pos] = value;
 6         memrev64ifbe(((int64_t*)is->contents)+pos);
 7     } else if (encoding == INTSET_ENC_INT32) {
 8         ((int32_t*)is->contents)[pos] = value;
 9         memrev32ifbe(((int32_t*)is->contents)+pos);
10     } else {
11         ((int16_t*)is->contents)[pos] = value;
12         memrev16ifbe(((int16_t*)is->contents)+pos);
13     }
14 }

修改后并增加了length：

1 /*        
2 +----+----+--+--+--+--+--+--+--+--+
3 |  16|   8| 1| 2| 3| 4| 5| 6| 7| 8|
4 +----+----+--+--+--+--+--+--+--+--+
5 pos       | 0| 1| 2| 3| 4| 5| 6| 7|
6 */

如果此时要插入的数字是65536，超出了int16_t所能表示的范围，要先进行扩展int类型操作：

 1 static intset *intsetUpgradeAndAdd(intset *is, int64_t value) {
 2     uint8_t curenc = intrev32ifbe(is->encoding);
 3     uint8_t newenc = _intsetValueEncoding(value);
 4     int length = intrev32ifbe(is->length);
 5     int prepend = value < 0 ? 1 : 0;
 6 
 7     /* First set new encoding and resize */
 8     is->encoding = intrev32ifbe(newenc);
 9     is = intsetResize(is,intrev32ifbe(is->length)+1);
10 
11     /* Upgrade back-to-front so we don"t overwrite values.
12      * Note that the "prepend" variable is used to make sure we have an empty
13      * space at either the beginning or the end of the intset. */
14     while(length--)
15         _intsetSet(is,length+prepend,_intsetGetEncoded(is,length,curenc));
16 
17     /* Set the value at the beginning or the end. */
18     if (prepend)
19         _intsetSet(is,0,value);
20     else
21         _intsetSet(is,intrev32ifbe(is->length),value);
22     is->length = intrev32ifbe(intrev32ifbe(is->length)+1);
23     return is;
24 }

因其超出原来的int类型所能表示的范围，若为正数，一定是最大的，则应该插入在intset最后，否则应该在最前面。扩展完之后，从后往前将原来的数字，以新的int类型，放置在新的位置上，保证不会有未处理的数字被覆盖，处理完整。

删除操作：

 1 intset *intsetRemove(intset *is, int64_t value, int *success) {
 2     uint8_t valenc = _intsetValueEncoding(value);
 3     uint32_t pos;
 4     if (success) *success = 0;
 5 
 6     if (valenc <= intrev32ifbe(is->encoding) && intsetSearch(is,value,&pos)) {
 7         uint32_t len = intrev32ifbe(is->length);
 8 
 9         /* We know we can delete */
10         if (success) *success = 1;
11 
12         /* Overwrite value with tail and update length */
13         if (pos < (len-1)) intsetMoveTail(is,pos+1,pos);
14         is = intsetResize(is,len-1);
15         is->length = intrev32ifbe(len-1);
16     }
17     return is;
18 }